{ "cells": [ { "attachments": {}, "cell_type": "markdown", "id": "46576376", "metadata": { "papermill": { "duration": 0.00263, "end_time": "2023-09-02T08:41:08.904462", "exception": false, "start_time": "2023-09-02T08:41:08.901832", "status": "completed" }, "tags": [] }, "source": [ "# RWKV v5 / embedding init-range 1e-01 / 4k\n", "\n", "- 96 layers\n", "- 1024 embedding size\n", "\n", "Going through the modified memory training for v5 models, across various initial embedding model weights\n", "\n", "**Note:** This project assumes you have the rwkv-infctx conda env setup" ] }, { "attachments": {}, "cell_type": "markdown", "id": "85f150d0", "metadata": { "papermill": { "duration": 0.001681, "end_time": "2023-09-02T08:41:08.908102", "exception": false, "start_time": "2023-09-02T08:41:08.906421", "status": "completed" }, "tags": [] }, "source": [ "# Basic Setup" ] }, { "cell_type": "code", "execution_count": 1, "id": "f904d7f9", "metadata": { "execution": { "iopub.execute_input": "2023-09-02T08:41:08.912507Z", "iopub.status.busy": "2023-09-02T08:41:08.912330Z", "iopub.status.idle": "2023-09-02T08:41:09.629380Z", "shell.execute_reply": "2023-09-02T08:41:09.628542Z" }, "papermill": { "duration": 0.721494, "end_time": "2023-09-02T08:41:09.631404", "exception": false, "start_time": "2023-09-02T08:41:08.909910", "status": "completed" }, "tags": [] }, "outputs": [], "source": [ "# First lets setup the various directories, and init the model\n", "!mkdir -p ../../../../model/\n", "!mkdir -p ../../../../datapath/\n", "!mkdir -p ../../../../checkpoint/" ] }, { "cell_type": "code", "execution_count": 2, "id": "222e5b4f", "metadata": { "execution": { "iopub.execute_input": "2023-09-02T08:41:09.636778Z", "iopub.status.busy": "2023-09-02T08:41:09.636579Z", "iopub.status.idle": "2023-09-02T08:41:12.546148Z", "shell.execute_reply": "2023-09-02T08:41:12.545350Z" }, "papermill": { "duration": 2.914378, "end_time": "2023-09-02T08:41:12.548071", "exception": false, "start_time": "2023-09-02T08:41:09.633693", "status": "completed" }, "tags": [] }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\u001b[33mWARNING: Running pip as the 'root' user can result in broken permissions and conflicting behaviour with the system package manager. It is recommended to use a virtual environment instead: https://pip.pypa.io/warnings/venv\u001b[0m\u001b[33m\r\n", "\u001b[0m" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\r\n", "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m A new release of pip is available: \u001b[0m\u001b[31;49m23.1.2\u001b[0m\u001b[39;49m -> \u001b[0m\u001b[32;49m23.2.1\u001b[0m\r\n", "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m To update, run: \u001b[0m\u001b[32;49mpython3.11 -m pip install --upgrade pip\u001b[0m\r\n" ] } ], "source": [ "# Additional dependencies for eval stuff\n", "!pip install -q aiocsv aiofiles" ] }, { "cell_type": "code", "execution_count": 3, "id": "52f966a7", "metadata": { "execution": { "iopub.execute_input": "2023-09-02T08:41:12.553617Z", "iopub.status.busy": "2023-09-02T08:41:12.553422Z", "iopub.status.idle": "2023-09-02T08:41:12.560017Z", "shell.execute_reply": "2023-09-02T08:41:12.559418Z" }, "papermill": { "duration": 0.010711, "end_time": "2023-09-02T08:41:12.561162", "exception": false, "start_time": "2023-09-02T08:41:12.550451", "status": "completed" }, "tags": [] }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "DEEPSPEED_STRAT: deepspeed_stage_1\n", "ENABLE_WANDB: True\n", "GPU_DEVICES: auto\n", "NOTEBOOK_DIR: /actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/notebook/experiment/rwkv-x-exp/v5-memory\n", "INFERENCE_DIR: /actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/RWKV-v5\n", "TRAINER_DIR: /actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/RWKV-v5\n", "PROJECT_DIR: /actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer\n" ] } ], "source": [ "DEEPSPEED_STRAT=\"deepspeed_stage_1\"\n", "GPU_DEVICES=\"auto\"\n", "ENABLE_WANDB=True\n", "\n", "# Layer count and embed dim to start with\n", "LAYER_COUNT=96\n", "EMBED_DIM=1024\n", "\n", "# Wavnet compatibility?\n", "RWKV_WAVENET_LAYERS=0\n", "\n", "EMBED_SCALE=0.1\n", "EMBED_SCALE_LABEL=str(EMBED_SCALE).replace(\".\", \"_\")\n", "\n", "WANDB_PREFIX=f\"v5-L{LAYER_COUNT}-D{EMBED_DIM}-E{EMBED_SCALE}\"\n", "FILENAME_PREFIX=f\"v5-L{LAYER_COUNT}-D{EMBED_DIM}-E{EMBED_SCALE_LABEL}\"\n", "\n", "print(\"DEEPSPEED_STRAT:\", DEEPSPEED_STRAT)\n", "print(\"ENABLE_WANDB:\", ENABLE_WANDB)\n", "print(\"GPU_DEVICES:\", GPU_DEVICES)\n", "\n", "if ENABLE_WANDB:\n", " WANDB_MODE=\"online\"\n", "else:\n", " WANDB_MODE=\"disabled\"\n", "\n", "# Computing the notebook, and various paths\n", "import os\n", "NOTEBOOK_DIR=os.path.dirname(os.path.abspath(\"__file__\"))\n", "PROJECT_DIR=os.path.abspath(os.path.join(NOTEBOOK_DIR, \"../../../../\"))\n", "TRAINER_DIR=os.path.abspath(os.path.join(PROJECT_DIR, \"./RWKV-v5/\"))\n", "INFERENCE_DIR=os.path.abspath(os.path.join(PROJECT_DIR, \"./RWKV-v5/\"))\n", "\n", "print(\"NOTEBOOK_DIR:\", NOTEBOOK_DIR)\n", "print(\"INFERENCE_DIR:\", INFERENCE_DIR)\n", "print(\"TRAINER_DIR:\", TRAINER_DIR)\n", "print(\"PROJECT_DIR:\", PROJECT_DIR)" ] }, { "cell_type": "code", "execution_count": 4, "id": "5969a736", "metadata": { "execution": { "iopub.execute_input": "2023-09-02T08:41:12.566119Z", "iopub.status.busy": "2023-09-02T08:41:12.565958Z", "iopub.status.idle": "2023-09-02T08:41:46.796618Z", "shell.execute_reply": "2023-09-02T08:41:46.795641Z" }, "papermill": { "duration": 34.234865, "end_time": "2023-09-02T08:41:46.798178", "exception": false, "start_time": "2023-09-02T08:41:12.563313", "status": "completed" }, "tags": [] }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "--2023-09-02 08:41:12-- https://huggingface.co./rwkv-x-dev/rwkv-x-playground/resolve/main/experiment/rwkv-x-exp/v5-memory/v5-L96-D1024-E0_1-mem-ctx-4k.pth\r\n", "Resolving huggingface.co (huggingface.co)... 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v5-L96-D1024-E0_1 97%[==================> ] 2.58G 84.1MB/s eta 1s " ] }, { "name": "stdout", "output_type": "stream", "text": [ "\r", " v5-L96-D1024-E0_1- 98%[==================> ] 2.60G 85.3MB/s eta 1s " ] }, { "name": "stdout", "output_type": "stream", "text": [ "\r", "v5-L96-D1024-E0_1-m 99%[==================> ] 2.61G 85.9MB/s eta 1s " ] }, { "name": "stdout", "output_type": "stream", "text": [ "\r", "5-L96-D1024-E0_1-me 99%[==================> ] 2.63G 84.7MB/s eta 1s \r", "v5-L96-D1024-E0_1-m 100%[===================>] 2.63G 84.9MB/s in 33s \r\n", "\r\n", "2023-09-02 08:41:46 (80.6 MB/s) - ‘v5-L96-D1024-E0_1-mem-ctx-4k.pth’ saved [2825976699/2825976699]\r\n", "\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "total 2.7G\r\n", "drwxr-xr-x 2 root root 54 Sep 2 08:41 .\r\n", "drwxr-xr-x 19 root root 4.0K Sep 2 08:41 ..\r\n", "-rw-r--r-- 1 root root 2.7G Sep 2 05:37 v5-L96-D1024-E0_1-mem-ctx-4k.pth\r\n" ] } ], "source": [ "# Download the model directly (stop gap till HF sync issues is resolved)\n", "!cd \"{TRAINER_DIR}\" && cd \"../model/\" && \\\n", " wget -nc \"https://huggingface.co./rwkv-x-dev/rwkv-x-playground/resolve/main/experiment/rwkv-x-exp/v5-memory/{FILENAME_PREFIX}-mem-ctx-4k.pth\"\n", "\n", "!cd \"{TRAINER_DIR}\" && cd \"../model/\" && \\\n", " ls -alh ." ] }, { "cell_type": "markdown", "id": "eafbdbb6", "metadata": { "papermill": { "duration": 0.010117, "end_time": "2023-09-02T08:41:46.820211", "exception": false, "start_time": "2023-09-02T08:41:46.810094", "status": "completed" }, "tags": [] }, "source": [ "## Tune 6 : Ramping up the ctx size (8192), memory training\n", "\n", "- Tune 6: Large ctx size (8192), Scaling up!" ] }, { "cell_type": "code", "execution_count": 5, "id": "7a3deb9d", "metadata": { "execution": { "iopub.execute_input": "2023-09-02T08:41:46.844105Z", "iopub.status.busy": "2023-09-02T08:41:46.843909Z", "iopub.status.idle": "2023-09-02T08:41:53.856857Z", "shell.execute_reply": "2023-09-02T08:41:53.856017Z" }, "papermill": { "duration": 7.084423, "end_time": "2023-09-02T08:41:53.914741", "exception": false, "start_time": "2023-09-02T08:41:46.830318", "status": "completed" }, "tags": [] }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "## Generating word reptition dataset ##\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 40 max words, 50 samples - at ../dataset/gen-word-40-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 130 samples (1 token repeat) - 20 max words - at ../dataset/shuffle-word-20-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 45 max words, 50 samples - at ../dataset/gen-word-45-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 25 max words, 50 samples - at ../dataset/gen-word-25-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 5 max words, 50 samples - at ../dataset/gen-word-5-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 89 samples (1 token repeat) - 30 max words - at ../dataset/shuffle-word-30-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 30 max words, 50 samples - at ../dataset/gen-word-30-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 50 max words, 50 samples - at ../dataset/gen-word-50-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 179 samples (1 token repeat) - 15 max words - at ../dataset/shuffle-word-15-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 65 max words, 50 samples - at ../dataset/gen-word-65-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 34 samples (1 token repeat) - 80 max words - at ../dataset/shuffle-word-80-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 75 samples (1 token repeat) - 35 max words - at ../dataset/shuffle-word-35-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 60 max words, 50 samples - at ../dataset/gen-word-60-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 263 samples (1 token repeat) - 10 max words - at ../dataset/shuffle-word-10-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 20 max words, 50 samples - at ../dataset/gen-word-20-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 103 samples (1 token repeat) - 25 max words - at ../dataset/shuffle-word-25-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 55 max words, 50 samples - at ../dataset/gen-word-55-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 61 samples (1 token repeat) - 45 max words - at ../dataset/shuffle-word-45-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 38 samples (1 token repeat) - 70 max words - at ../dataset/shuffle-word-70-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 554 samples (1 token repeat) - 5 max words - at ../dataset/shuffle-word-5-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 55 samples (1 token repeat) - 50 max words - at ../dataset/shuffle-word-50-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 95 max words, 50 samples - at ../dataset/gen-word-95-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 43 samples (1 token repeat) - 60 max words - at ../dataset/shuffle-word-60-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 70 max words, 50 samples - at ../dataset/gen-word-70-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 175 max words, 50 samples - at ../dataset/gen-word-175-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 75 max words, 50 samples - at ../dataset/gen-word-75-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 48 samples (1 token repeat) - 55 max words - at ../dataset/shuffle-word-55-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 29 samples (1 token repeat) - 90 max words - at ../dataset/shuffle-word-90-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 17 samples (1 token repeat) - 135 max words - at ../dataset/shuffle-word-135-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 29 samples (1 token repeat) - 95 max words - at ../dataset/shuffle-word-95-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 25 samples (1 token repeat) - 100 max words - at ../dataset/shuffle-word-100-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 15 max words, 50 samples - at ../dataset/gen-word-15-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 2 max words, 50 samples - at ../dataset/word-2-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 110 max words, 50 samples - at ../dataset/gen-word-110-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 90 max words, 50 samples - at ../dataset/gen-word-90-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 85 max words, 50 samples - at ../dataset/gen-word-85-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 68 samples (1 token repeat) - 40 max words - at ../dataset/shuffle-word-40-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 34 samples (1 token repeat) - 75 max words - at ../dataset/shuffle-word-75-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 130 max words, 50 samples - at ../dataset/gen-word-130-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 125 max words, 50 samples - at ../dataset/gen-word-125-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 140 max words, 50 samples - at ../dataset/gen-word-140-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 21 samples (1 token repeat) - 105 max words - at ../dataset/shuffle-word-105-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 10 max words, 50 samples - at ../dataset/gen-word-10-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 7 samples (1 token repeat) - 315 max words - at ../dataset/shuffle-word-315-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 10 samples (1 token repeat) - 215 max words - at ../dataset/shuffle-word-215-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 18 samples (1 token repeat) - 120 max words - at ../dataset/shuffle-word-120-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 7 samples (1 token repeat) - 305 max words - at ../dataset/shuffle-word-305-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 335 max words, 50 samples - at ../dataset/gen-word-335-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 10 samples (1 token repeat) - 240 max words - at ../dataset/shuffle-word-240-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 20 samples (1 token repeat) - 115 max words - at ../dataset/shuffle-word-115-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 16 samples (1 token repeat) - 145 max words - at ../dataset/shuffle-word-145-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 15 samples (1 token repeat) - 150 max words - at ../dataset/shuffle-word-150-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 180 max words, 50 samples - at ../dataset/gen-word-180-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 16 samples (1 token repeat) - 140 max words - at ../dataset/shuffle-word-140-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 120 max words, 50 samples - at ../dataset/gen-word-120-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 7 samples (1 token repeat) - 335 max words - at ../dataset/shuffle-word-335-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 115 max words, 50 samples - at ../dataset/gen-word-115-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 7 samples (1 token repeat) - 325 max words - at ../dataset/shuffle-word-325-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 195 max words, 50 samples - at ../dataset/gen-word-195-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 35 max words, 50 samples - at ../dataset/gen-word-35-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 18 samples (1 token repeat) - 125 max words - at ../dataset/shuffle-word-125-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 21 samples (1 token repeat) - 110 max words - at ../dataset/shuffle-word-110-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 9 samples (1 token repeat) - 285 max words - at ../dataset/shuffle-word-285-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 10 samples (1 token repeat) - 275 max words - at ../dataset/shuffle-word-275-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 10 samples (1 token repeat) - 220 max words - at ../dataset/shuffle-word-220-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 190 max words, 50 samples - at ../dataset/gen-word-190-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 14 samples (1 token repeat) - 190 max words - at ../dataset/shuffle-word-190-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 215 max words, 50 samples - at ../dataset/gen-word-215-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 370 max words, 50 samples - at ../dataset/gen-word-370-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 7 samples (1 token repeat) - 355 max words - at ../dataset/shuffle-word-355-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 41 samples (1 token repeat) - 65 max words - at ../dataset/shuffle-word-65-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 270 max words, 50 samples - at ../dataset/gen-word-270-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 450 max words, 50 samples - at ../dataset/gen-word-450-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 7 samples (1 token repeat) - 400 max words - at ../dataset/shuffle-word-400-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 13 samples (1 token repeat) - 195 max words - at ../dataset/shuffle-word-195-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 275 max words, 50 samples - at ../dataset/gen-word-275-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 350 max words, 50 samples - at ../dataset/gen-word-350-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 535 max words, 50 samples - at ../dataset/gen-word-535-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 100 max words, 50 samples - at ../dataset/gen-word-100-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 33 samples (1 token repeat) - 85 max words - at ../dataset/shuffle-word-85-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 5 samples (1 token repeat) - 525 max words - at ../dataset/shuffle-word-525-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 210 max words, 50 samples - at ../dataset/gen-word-210-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 155 max words, 50 samples - at ../dataset/gen-word-155-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 13 samples (1 token repeat) - 200 max words - at ../dataset/shuffle-word-200-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 145 max words, 50 samples - at ../dataset/gen-word-145-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 355 max words, 50 samples - at ../dataset/gen-word-355-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 10 samples (1 token repeat) - 230 max words - at ../dataset/shuffle-word-230-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 17 samples (1 token repeat) - 130 max words - at ../dataset/shuffle-word-130-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 240 max words, 50 samples - at ../dataset/gen-word-240-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 15 samples (1 token repeat) - 155 max words - at ../dataset/shuffle-word-155-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 330 max words, 50 samples - at ../dataset/gen-word-330-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 185 max words, 50 samples - at ../dataset/gen-word-185-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 5 samples (1 token repeat) - 570 max words - at ../dataset/shuffle-word-570-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 265 max words, 50 samples - at ../dataset/gen-word-265-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 15 samples (1 token repeat) - 160 max words - at ../dataset/shuffle-word-160-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 225 max words, 50 samples - at ../dataset/gen-word-225-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 430 max words, 50 samples - at ../dataset/gen-word-430-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 14 samples (1 token repeat) - 165 max words - at ../dataset/shuffle-word-165-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 14 samples (1 token repeat) - 170 max words - at ../dataset/shuffle-word-170-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 11 samples (1 token repeat) - 205 max words - at ../dataset/shuffle-word-205-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 460 max words, 50 samples - at ../dataset/gen-word-460-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 465 max words, 50 samples - at ../dataset/gen-word-465-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 400 max words, 50 samples - at ../dataset/gen-word-400-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 415 max words, 50 samples - at ../dataset/gen-word-415-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 3 samples (1 token repeat) - 960 max words - at ../dataset/shuffle-word-960-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 160 max words, 50 samples - at ../dataset/gen-word-160-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 3 samples (1 token repeat) - 825 max words - at ../dataset/shuffle-word-825-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 3 samples (1 token repeat) - 915 max words - at ../dataset/shuffle-word-915-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 4 samples (1 token repeat) - 710 max words - at ../dataset/shuffle-word-710-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 710 max words, 50 samples - at ../dataset/gen-word-710-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 5 samples (1 token repeat) - 510 max words - at ../dataset/shuffle-word-510-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 5 samples (1 token repeat) - 585 max words - at ../dataset/shuffle-word-585-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 850 max words, 50 samples - at ../dataset/gen-word-850-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 385 max words, 50 samples - at ../dataset/gen-word-385-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 10 samples (1 token repeat) - 225 max words - at ../dataset/shuffle-word-225-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 3 samples (1 token repeat) - 955 max words - at ../dataset/shuffle-word-955-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 5 samples (1 token repeat) - 520 max words - at ../dataset/shuffle-word-520-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 9 samples (1 token repeat) - 290 max words - at ../dataset/shuffle-word-290-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 755 max words, 50 samples - at ../dataset/gen-word-755-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 800 max words, 50 samples - at ../dataset/gen-word-800-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 6 samples (1 token repeat) - 460 max words - at ../dataset/shuffle-word-460-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 3 samples (1 token repeat) - 830 max words - at ../dataset/shuffle-word-830-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 3 samples (1 token repeat) - 965 max words - at ../dataset/shuffle-word-965-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 6 samples (1 token repeat) - 475 max words - at ../dataset/shuffle-word-475-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 3 samples (1 token repeat) - 910 max words - at ../dataset/shuffle-word-910-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 3 samples (1 token repeat) - 885 max words - at ../dataset/shuffle-word-885-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 590 max words, 50 samples - at ../dataset/gen-word-590-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 750 max words, 50 samples - at ../dataset/gen-word-750-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 20 samples (20 token repeat) - 5000 max words - at ../dataset/shuffle-word-5000-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 7 samples (1 token repeat) - 395 max words - at ../dataset/shuffle-word-395-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 635 max words, 50 samples - at ../dataset/gen-word-635-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 790 max words, 50 samples - at ../dataset/gen-word-790-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 940 max words, 50 samples - at ../dataset/gen-word-940-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 3 samples (1 token repeat) - 820 max words - at ../dataset/shuffle-word-820-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 935 max words, 50 samples - at ../dataset/gen-word-935-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 7 samples (1 token repeat) - 390 max words - at ../dataset/shuffle-word-390-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 20 samples (20 token repeat) - 4800 max words - at ../dataset/shuffle-word-4800-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 13 samples (1 token repeat) - 185 max words - at ../dataset/shuffle-word-185-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 3 samples (1 token repeat) - 975 max words - at ../dataset/shuffle-word-975-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 250 max words, 50 samples - at ../dataset/gen-word-250-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 4 samples (1 token repeat) - 685 max words - at ../dataset/shuffle-word-685-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 105 max words, 50 samples - at ../dataset/gen-word-105-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 205 max words, 50 samples - at ../dataset/gen-word-205-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 80 max words, 50 samples - at ../dataset/gen-word-80-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 390 max words, 50 samples - at ../dataset/gen-word-390-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 830 max words, 50 samples - at ../dataset/gen-word-830-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 20 samples (20 token repeat) - 4500 max words - at ../dataset/shuffle-word-4500-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 20 samples (20 token repeat) - 4400 max words - at ../dataset/shuffle-word-4400-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 420 max words, 50 samples - at ../dataset/gen-word-420-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 405 max words, 50 samples - at ../dataset/gen-word-405-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 490 max words, 50 samples - at ../dataset/gen-word-490-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 3 samples (1 token repeat) - 865 max words - at ../dataset/shuffle-word-865-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 4 samples (1 token repeat) - 800 max words - at ../dataset/shuffle-word-800-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 3 samples (1 token repeat) - 875 max words - at ../dataset/shuffle-word-875-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 860 max words, 50 samples - at ../dataset/gen-word-860-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 15 samples (1 token repeat) - 175 max words - at ../dataset/shuffle-word-175-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 3 samples (1 token repeat) - 905 max words - at ../dataset/shuffle-word-905-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 4 samples (1 token repeat) - 765 max words - at ../dataset/shuffle-word-765-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 8 samples (1 token repeat) - 310 max words - at ../dataset/shuffle-word-310-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 7 samples (1 token repeat) - 350 max words - at ../dataset/shuffle-word-350-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 3 samples (1 token repeat) - 985 max words - at ../dataset/shuffle-word-985-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 9 samples (1 token repeat) - 260 max words - at ../dataset/shuffle-word-260-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 4 samples (1 token repeat) - 655 max words - at ../dataset/shuffle-word-655-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 815 max words, 50 samples - at ../dataset/gen-word-815-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 5 samples (1 token repeat) - 545 max words - at ../dataset/shuffle-word-545-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 4 samples (1 token repeat) - 750 max words - at ../dataset/shuffle-word-750-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 3 samples (1 token repeat) - 950 max words - at ../dataset/shuffle-word-950-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 7 samples (1 token repeat) - 360 max words - at ../dataset/shuffle-word-360-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 4 samples (1 token repeat) - 760 max words - at ../dataset/shuffle-word-760-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 14 samples (1 token repeat) - 180 max words - at ../dataset/shuffle-word-180-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 9 samples (1 token repeat) - 255 max words - at ../dataset/shuffle-word-255-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 5 samples (1 token repeat) - 530 max words - at ../dataset/shuffle-word-530-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 7 samples (1 token repeat) - 340 max words - at ../dataset/shuffle-word-340-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 37 samples (20 token repeat) - 2500 max words - at ../dataset/shuffle-word-2500-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 3 samples (1 token repeat) - 890 max words - at ../dataset/shuffle-word-890-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 320 max words, 50 samples - at ../dataset/gen-word-320-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 3 samples (1 token repeat) - 995 max words - at ../dataset/shuffle-word-995-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 7 samples (1 token repeat) - 330 max words - at ../dataset/shuffle-word-330-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 3 samples (1 token repeat) - 900 max words - at ../dataset/shuffle-word-900-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 6 samples (1 token repeat) - 405 max words - at ../dataset/shuffle-word-405-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 4 samples (1 token repeat) - 670 max words - at ../dataset/shuffle-word-670-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 3 samples (1 token repeat) - 990 max words - at ../dataset/shuffle-word-990-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 3 samples (1 token repeat) - 870 max words - at ../dataset/shuffle-word-870-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 900 max words, 50 samples - at ../dataset/gen-word-900-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 5 samples (1 token repeat) - 595 max words - at ../dataset/shuffle-word-595-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 480 max words, 50 samples - at ../dataset/gen-word-480-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 3 samples (1 token repeat) - 980 max words - at ../dataset/shuffle-word-980-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 235 max words, 50 samples - at ../dataset/gen-word-235-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 6 samples (1 token repeat) - 425 max words - at ../dataset/shuffle-word-425-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 6 samples (1 token repeat) - 455 max words - at ../dataset/shuffle-word-455-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 610 max words, 50 samples - at ../dataset/gen-word-610-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 150 max words, 50 samples - at ../dataset/gen-word-150-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 200 max words, 50 samples - at ../dataset/gen-word-200-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 3 samples (1 token repeat) - 970 max words - at ../dataset/shuffle-word-970-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 20 samples (20 token repeat) - 7600 max words - at ../dataset/shuffle-word-7600-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 3 samples (1 token repeat) - 895 max words - at ../dataset/shuffle-word-895-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 440 max words, 50 samples - at ../dataset/gen-word-440-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 955 max words, 50 samples - at ../dataset/gen-word-955-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 280 max words, 50 samples - at ../dataset/gen-word-280-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 7 samples (1 token repeat) - 375 max words - at ../dataset/shuffle-word-375-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 920 max words, 50 samples - at ../dataset/gen-word-920-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 600 max words, 50 samples - at ../dataset/gen-word-600-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 20 samples (20 token repeat) - 4000 max words - at ../dataset/shuffle-word-4000-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 445 max words, 50 samples - at ../dataset/gen-word-445-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 510 max words, 50 samples - at ../dataset/gen-word-510-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 20 samples (20 token repeat) - 3200 max words - at ../dataset/shuffle-word-3200-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 20 samples (20 token repeat) - 6900 max words - at ../dataset/shuffle-word-6900-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 895 max words, 50 samples - at ../dataset/gen-word-895-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 4 samples (1 token repeat) - 630 max words - at ../dataset/shuffle-word-630-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 20 samples (20 token repeat) - 8000 max words - at ../dataset/shuffle-word-8000-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 3 samples (1 token repeat) - 860 max words - at ../dataset/shuffle-word-860-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 3 samples (1 token repeat) - 935 max words - at ../dataset/shuffle-word-935-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 4 samples (1 token repeat) - 625 max words - at ../dataset/shuffle-word-625-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 6 samples (1 token repeat) - 495 max words - at ../dataset/shuffle-word-495-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 905 max words, 50 samples - at ../dataset/gen-word-905-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 290 max words, 50 samples - at ../dataset/gen-word-290-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 325 max words, 50 samples - at ../dataset/gen-word-325-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 5 samples (1 token repeat) - 560 max words - at ../dataset/shuffle-word-560-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 4 samples (1 token repeat) - 640 max words - at ../dataset/shuffle-word-640-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 875 max words, 50 samples - at ../dataset/gen-word-875-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 5 samples (1 token repeat) - 540 max words - at ../dataset/shuffle-word-540-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 4 samples (1 token repeat) - 720 max words - at ../dataset/shuffle-word-720-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 5 samples (1 token repeat) - 485 max words - at ../dataset/shuffle-word-485-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 340 max words, 50 samples - at ../dataset/gen-word-340-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 7 samples (1 token repeat) - 320 max words - at ../dataset/shuffle-word-320-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 4 samples (1 token repeat) - 705 max words - at ../dataset/shuffle-word-705-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 865 max words, 50 samples - at ../dataset/gen-word-865-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 310 max words, 50 samples - at ../dataset/gen-word-310-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 425 max words, 50 samples - at ../dataset/gen-word-425-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 990 max words, 50 samples - at ../dataset/gen-word-990-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 20 samples (20 token repeat) - 6400 max words - at ../dataset/shuffle-word-6400-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 7 samples (1 token repeat) - 365 max words - at ../dataset/shuffle-word-365-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 6 samples (1 token repeat) - 450 max words - at ../dataset/shuffle-word-450-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 5 samples (1 token repeat) - 580 max words - at ../dataset/shuffle-word-580-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 820 max words, 50 samples - at ../dataset/gen-word-820-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 5 samples (1 token repeat) - 565 max words - at ../dataset/shuffle-word-565-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 20 samples (20 token repeat) - 7100 max words - at ../dataset/shuffle-word-7100-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 9 samples (1 token repeat) - 270 max words - at ../dataset/shuffle-word-270-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 4 samples (1 token repeat) - 730 max words - at ../dataset/shuffle-word-730-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 795 max words, 50 samples - at ../dataset/gen-word-795-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 7 samples (1 token repeat) - 385 max words - at ../dataset/shuffle-word-385-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 5 samples (1 token repeat) - 505 max words - at ../dataset/shuffle-word-505-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 3 samples (1 token repeat) - 925 max words - at ../dataset/shuffle-word-925-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 4 samples (1 token repeat) - 615 max words - at ../dataset/shuffle-word-615-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 6 samples (1 token repeat) - 440 max words - at ../dataset/shuffle-word-440-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 9 samples (1 token repeat) - 245 max words - at ../dataset/shuffle-word-245-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 6 samples (1 token repeat) - 435 max words - at ../dataset/shuffle-word-435-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 720 max words, 50 samples - at ../dataset/gen-word-720-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 805 max words, 50 samples - at ../dataset/gen-word-805-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 5 samples (1 token repeat) - 590 max words - at ../dataset/shuffle-word-590-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 260 max words, 50 samples - at ../dataset/gen-word-260-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 3 samples (1 token repeat) - 835 max words - at ../dataset/shuffle-word-835-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 375 max words, 50 samples - at ../dataset/gen-word-375-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 29 samples (20 token repeat) - 2600 max words - at ../dataset/shuffle-word-2600-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 495 max words, 50 samples - at ../dataset/gen-word-495-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 380 max words, 50 samples - at ../dataset/gen-word-380-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 565 max words, 50 samples - at ../dataset/gen-word-565-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 6 samples (1 token repeat) - 470 max words - at ../dataset/shuffle-word-470-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 745 max words, 50 samples - at ../dataset/gen-word-745-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 4 samples (1 token repeat) - 785 max words - at ../dataset/shuffle-word-785-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 9 samples (1 token repeat) - 300 max words - at ../dataset/shuffle-word-300-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 475 max words, 50 samples - at ../dataset/gen-word-475-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 135 max words, 50 samples - at ../dataset/gen-word-135-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 20 samples (20 token repeat) - 4900 max words - at ../dataset/shuffle-word-4900-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 20 samples (20 token repeat) - 7500 max words - at ../dataset/shuffle-word-7500-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 775 max words, 50 samples - at ../dataset/gen-word-775-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 470 max words, 50 samples - at ../dataset/gen-word-470-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 6 samples (1 token repeat) - 500 max words - at ../dataset/shuffle-word-500-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 500 max words, 50 samples - at ../dataset/gen-word-500-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 885 max words, 50 samples - at ../dataset/gen-word-885-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 525 max words, 50 samples - at ../dataset/gen-word-525-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 165 max words, 50 samples - at ../dataset/gen-word-165-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 770 max words, 50 samples - at ../dataset/gen-word-770-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 40 samples (20 token repeat) - 2100 max words - at ../dataset/shuffle-word-2100-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 20 samples (20 token repeat) - 3300 max words - at ../dataset/shuffle-word-3300-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 20 samples (20 token repeat) - 6800 max words - at ../dataset/shuffle-word-6800-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 625 max words, 50 samples - at ../dataset/gen-word-625-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 20 samples (20 token repeat) - 5400 max words - at ../dataset/shuffle-word-5400-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 540 max words, 50 samples - at ../dataset/gen-word-540-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 20 samples (20 token repeat) - 7000 max words - at ../dataset/shuffle-word-7000-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 20 samples (20 token repeat) - 4600 max words - at ../dataset/shuffle-word-4600-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 345 max words, 50 samples - at ../dataset/gen-word-345-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 665 max words, 50 samples - at ../dataset/gen-word-665-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 40 samples (20 token repeat) - 1900 max words - at ../dataset/shuffle-word-1900-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 170 max words, 50 samples - at ../dataset/gen-word-170-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 60 samples (20 token repeat) - 1100 max words - at ../dataset/shuffle-word-1100-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 640 max words, 50 samples - at ../dataset/gen-word-640-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 51 samples (20 token repeat) - 1300 max words - at ../dataset/shuffle-word-1300-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 20 samples (20 token repeat) - 6100 max words - at ../dataset/shuffle-word-6100-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 985 max words, 50 samples - at ../dataset/gen-word-985-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 20 samples (20 token repeat) - 7800 max words - at ../dataset/shuffle-word-7800-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 395 max words, 50 samples - at ../dataset/gen-word-395-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 20 samples (20 token repeat) - 7200 max words - at ../dataset/shuffle-word-7200-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 20 samples (20 token repeat) - 6500 max words - at ../dataset/shuffle-word-6500-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 975 max words, 50 samples - at ../dataset/gen-word-975-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 315 max words, 50 samples - at ../dataset/gen-word-315-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 655 max words, 50 samples - at ../dataset/gen-word-655-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 20 samples (20 token repeat) - 3700 max words - at ../dataset/shuffle-word-3700-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 20 samples (20 token repeat) - 7400 max words - at ../dataset/shuffle-word-7400-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 555 max words, 50 samples - at ../dataset/gen-word-555-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 20 samples (20 token repeat) - 3600 max words - at ../dataset/shuffle-word-3600-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 6 samples (1 token repeat) - 465 max words - at ../dataset/shuffle-word-465-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 7 samples (1 token repeat) - 370 max words - at ../dataset/shuffle-word-370-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 20 samples (20 token repeat) - 3000 max words - at ../dataset/shuffle-word-3000-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 4 samples (1 token repeat) - 715 max words - at ../dataset/shuffle-word-715-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 11 samples (1 token repeat) - 210 max words - at ../dataset/shuffle-word-210-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 9 samples (1 token repeat) - 280 max words - at ../dataset/shuffle-word-280-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 220 max words, 50 samples - at ../dataset/gen-word-220-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 230 max words, 50 samples - at ../dataset/gen-word-230-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 7 samples (1 token repeat) - 380 max words - at ../dataset/shuffle-word-380-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 4 samples (1 token repeat) - 780 max words - at ../dataset/shuffle-word-780-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 3 samples (1 token repeat) - 850 max words - at ../dataset/shuffle-word-850-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 5 samples (1 token repeat) - 535 max words - at ../dataset/shuffle-word-535-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 435 max words, 50 samples - at ../dataset/gen-word-435-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 4 samples (1 token repeat) - 690 max words - at ../dataset/shuffle-word-690-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 4 samples (1 token repeat) - 645 max words - at ../dataset/shuffle-word-645-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 9 samples (1 token repeat) - 250 max words - at ../dataset/shuffle-word-250-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 5 samples (1 token repeat) - 600 max words - at ../dataset/shuffle-word-600-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 580 max words, 50 samples - at ../dataset/gen-word-580-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 285 max words, 50 samples - at ../dataset/gen-word-285-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 595 max words, 50 samples - at ../dataset/gen-word-595-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 695 max words, 50 samples - at ../dataset/gen-word-695-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 4 samples (1 token repeat) - 735 max words - at ../dataset/shuffle-word-735-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 255 max words, 50 samples - at ../dataset/gen-word-255-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 855 max words, 50 samples - at ../dataset/gen-word-855-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 5 samples (1 token repeat) - 415 max words - at ../dataset/shuffle-word-415-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 4 samples (1 token repeat) - 610 max words - at ../dataset/shuffle-word-610-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 5 samples (1 token repeat) - 420 max words - at ../dataset/shuffle-word-420-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 3 samples (1 token repeat) - 945 max words - at ../dataset/shuffle-word-945-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 530 max words, 50 samples - at ../dataset/gen-word-530-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 545 max words, 50 samples - at ../dataset/gen-word-545-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 690 max words, 50 samples - at ../dataset/gen-word-690-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 615 max words, 50 samples - at ../dataset/gen-word-615-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 4 samples (1 token repeat) - 620 max words - at ../dataset/shuffle-word-620-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 20 samples (20 token repeat) - 6300 max words - at ../dataset/shuffle-word-6300-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 575 max words, 50 samples - at ../dataset/gen-word-575-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 7 samples (1 token repeat) - 345 max words - at ../dataset/shuffle-word-345-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 3 samples (1 token repeat) - 930 max words - at ../dataset/shuffle-word-930-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 845 max words, 50 samples - at ../dataset/gen-word-845-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 3 samples (1 token repeat) - 1000 max words - at ../dataset/shuffle-word-1000-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 20 samples (20 token repeat) - 7300 max words - at ../dataset/shuffle-word-7300-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 4 samples (1 token repeat) - 725 max words - at ../dataset/shuffle-word-725-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 23 samples (20 token repeat) - 2800 max words - at ../dataset/shuffle-word-2800-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 20 samples (20 token repeat) - 6700 max words - at ../dataset/shuffle-word-6700-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 735 max words, 50 samples - at ../dataset/gen-word-735-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 4 samples (1 token repeat) - 745 max words - at ../dataset/shuffle-word-745-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 4 samples (1 token repeat) - 695 max words - at ../dataset/shuffle-word-695-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 9 samples (1 token repeat) - 295 max words - at ../dataset/shuffle-word-295-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 20 samples (20 token repeat) - 5200 max words - at ../dataset/shuffle-word-5200-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 20 samples (20 token repeat) - 5900 max words - at ../dataset/shuffle-word-5900-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 3 samples (1 token repeat) - 880 max words - at ../dataset/shuffle-word-880-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 4 samples (1 token repeat) - 605 max words - at ../dataset/shuffle-word-605-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 915 max words, 50 samples - at ../dataset/gen-word-915-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 585 max words, 50 samples - at ../dataset/gen-word-585-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 4 samples (1 token repeat) - 675 max words - at ../dataset/shuffle-word-675-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 3 samples (1 token repeat) - 815 max words - at ../dataset/shuffle-word-815-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 715 max words, 50 samples - at ../dataset/gen-word-715-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 515 max words, 50 samples - at ../dataset/gen-word-515-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 645 max words, 50 samples - at ../dataset/gen-word-645-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 5 samples (1 token repeat) - 555 max words - at ../dataset/shuffle-word-555-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 4 samples (1 token repeat) - 635 max words - at ../dataset/shuffle-word-635-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 9 samples (1 token repeat) - 265 max words - at ../dataset/shuffle-word-265-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 6 samples (1 token repeat) - 430 max words - at ../dataset/shuffle-word-430-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 6 samples (1 token repeat) - 410 max words - at ../dataset/shuffle-word-410-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 3 samples (1 token repeat) - 940 max words - at ../dataset/shuffle-word-940-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 485 max words, 50 samples - at ../dataset/gen-word-485-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 305 max words, 50 samples - at ../dataset/gen-word-305-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 3 samples (1 token repeat) - 840 max words - at ../dataset/shuffle-word-840-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 4 samples (1 token repeat) - 770 max words - at ../dataset/shuffle-word-770-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 780 max words, 50 samples - at ../dataset/gen-word-780-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 950 max words, 50 samples - at ../dataset/gen-word-950-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 4 samples (1 token repeat) - 755 max words - at ../dataset/shuffle-word-755-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 4 samples (1 token repeat) - 660 max words - at ../dataset/shuffle-word-660-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 650 max words, 50 samples - at ../dataset/gen-word-650-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 5 samples (1 token repeat) - 515 max words - at ../dataset/shuffle-word-515-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 10 samples (1 token repeat) - 235 max words - at ../dataset/shuffle-word-235-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 725 max words, 50 samples - at ../dataset/gen-word-725-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 5 samples (1 token repeat) - 575 max words - at ../dataset/shuffle-word-575-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 4 samples (1 token repeat) - 700 max words - at ../dataset/shuffle-word-700-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 3 samples (1 token repeat) - 845 max words - at ../dataset/shuffle-word-845-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 700 max words, 50 samples - at ../dataset/gen-word-700-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 880 max words, 50 samples - at ../dataset/gen-word-880-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 505 max words, 50 samples - at ../dataset/gen-word-505-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 910 max words, 50 samples - at ../dataset/gen-word-910-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 300 max words, 50 samples - at ../dataset/gen-word-300-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 20 samples (20 token repeat) - 4100 max words - at ../dataset/shuffle-word-4100-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 20 samples (20 token repeat) - 4300 max words - at ../dataset/shuffle-word-4300-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 705 max words, 50 samples - at ../dataset/gen-word-705-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 4 samples (1 token repeat) - 665 max words - at ../dataset/shuffle-word-665-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 365 max words, 50 samples - at ../dataset/gen-word-365-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 4 samples (1 token repeat) - 775 max words - at ../dataset/shuffle-word-775-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 965 max words, 50 samples - at ../dataset/gen-word-965-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 23 samples (20 token repeat) - 2700 max words - at ../dataset/shuffle-word-2700-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 20 samples (20 token repeat) - 3400 max words - at ../dataset/shuffle-word-3400-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 20 samples (20 token repeat) - 3800 max words - at ../dataset/shuffle-word-3800-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 810 max words, 50 samples - at ../dataset/gen-word-810-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 4 samples (1 token repeat) - 790 max words - at ../dataset/shuffle-word-790-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 605 max words, 50 samples - at ../dataset/gen-word-605-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 560 max words, 50 samples - at ../dataset/gen-word-560-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 410 max words, 50 samples - at ../dataset/gen-word-410-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 520 max words, 50 samples - at ../dataset/gen-word-520-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 41 samples (20 token repeat) - 1400 max words - at ../dataset/shuffle-word-1400-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 660 max words, 50 samples - at ../dataset/gen-word-660-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 295 max words, 50 samples - at ../dataset/gen-word-295-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 360 max words, 50 samples - at ../dataset/gen-word-360-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 840 max words, 50 samples - at ../dataset/gen-word-840-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 945 max words, 50 samples - at ../dataset/gen-word-945-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 680 max words, 50 samples - at ../dataset/gen-word-680-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 925 max words, 50 samples - at ../dataset/gen-word-925-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 40 samples (20 token repeat) - 2300 max words - at ../dataset/shuffle-word-2300-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 20 samples (20 token repeat) - 5100 max words - at ../dataset/shuffle-word-5100-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 6 samples (1 token repeat) - 480 max words - at ../dataset/shuffle-word-480-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 40 samples (20 token repeat) - 1500 max words - at ../dataset/shuffle-word-1500-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 550 max words, 50 samples - at ../dataset/gen-word-550-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 765 max words, 50 samples - at ../dataset/gen-word-765-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 20 samples (20 token repeat) - 4200 max words - at ../dataset/shuffle-word-4200-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 20 samples (20 token repeat) - 6000 max words - at ../dataset/shuffle-word-6000-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 685 max words, 50 samples - at ../dataset/gen-word-685-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 20 samples (20 token repeat) - 7900 max words - at ../dataset/shuffle-word-7900-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 4 samples (1 token repeat) - 650 max words - at ../dataset/shuffle-word-650-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 20 samples (20 token repeat) - 4700 max words - at ../dataset/shuffle-word-4700-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 20 samples (20 token repeat) - 7700 max words - at ../dataset/shuffle-word-7700-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 40 samples (20 token repeat) - 1700 max words - at ../dataset/shuffle-word-1700-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 980 max words, 50 samples - at ../dataset/gen-word-980-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 20 samples (20 token repeat) - 5300 max words - at ../dataset/shuffle-word-5300-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 20 samples (20 token repeat) - 3500 max words - at ../dataset/shuffle-word-3500-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 5 samples (1 token repeat) - 550 max words - at ../dataset/shuffle-word-550-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 4 samples (1 token repeat) - 680 max words - at ../dataset/shuffle-word-680-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 3 samples (1 token repeat) - 855 max words - at ../dataset/shuffle-word-855-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 570 max words, 50 samples - at ../dataset/gen-word-570-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 740 max words, 50 samples - at ../dataset/gen-word-740-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 20 samples (20 token repeat) - 5600 max words - at ../dataset/shuffle-word-5600-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 4 samples (1 token repeat) - 740 max words - at ../dataset/shuffle-word-740-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 630 max words, 50 samples - at ../dataset/gen-word-630-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 675 max words, 50 samples - at ../dataset/gen-word-675-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 245 max words, 50 samples - at ../dataset/gen-word-245-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 785 max words, 50 samples - at ../dataset/gen-word-785-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 3 samples (1 token repeat) - 810 max words - at ../dataset/shuffle-word-810-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 960 max words, 50 samples - at ../dataset/gen-word-960-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 20 samples (20 token repeat) - 3100 max words - at ../dataset/shuffle-word-3100-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 4 samples (1 token repeat) - 795 max words - at ../dataset/shuffle-word-795-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 3 samples (1 token repeat) - 920 max words - at ../dataset/shuffle-word-920-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 455 max words, 50 samples - at ../dataset/gen-word-455-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 890 max words, 50 samples - at ../dataset/gen-word-890-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 1000 max words, 50 samples - at ../dataset/gen-word-1000-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 835 max words, 50 samples - at ../dataset/gen-word-835-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 760 max words, 50 samples - at ../dataset/gen-word-760-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 40 samples (20 token repeat) - 2000 max words - at ../dataset/shuffle-word-2000-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 870 max words, 50 samples - at ../dataset/gen-word-870-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 825 max words, 50 samples - at ../dataset/gen-word-825-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 20 samples (20 token repeat) - 5500 max words - at ../dataset/shuffle-word-5500-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 20 samples (20 token repeat) - 2900 max words - at ../dataset/shuffle-word-2900-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 20 samples (20 token repeat) - 5800 max words - at ../dataset/shuffle-word-5800-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 20 samples (20 token repeat) - 6200 max words - at ../dataset/shuffle-word-6200-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 930 max words, 50 samples - at ../dataset/gen-word-930-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 6 samples (1 token repeat) - 490 max words - at ../dataset/shuffle-word-490-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 730 max words, 50 samples - at ../dataset/gen-word-730-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 40 samples (20 token repeat) - 2400 max words - at ../dataset/shuffle-word-2400-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 20 samples (20 token repeat) - 3900 max words - at ../dataset/shuffle-word-3900-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 6 samples (1 token repeat) - 445 max words - at ../dataset/shuffle-word-445-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 995 max words, 50 samples - at ../dataset/gen-word-995-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 60 samples (20 token repeat) - 1200 max words - at ../dataset/shuffle-word-1200-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 3 samples (1 token repeat) - 805 max words - at ../dataset/shuffle-word-805-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 620 max words, 50 samples - at ../dataset/gen-word-620-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 40 samples (20 token repeat) - 1600 max words - at ../dataset/shuffle-word-1600-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 970 max words, 50 samples - at ../dataset/gen-word-970-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 20 samples (20 token repeat) - 5700 max words - at ../dataset/shuffle-word-5700-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 40 samples (20 token repeat) - 1800 max words - at ../dataset/shuffle-word-1800-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 20 samples (20 token repeat) - 6600 max words - at ../dataset/shuffle-word-6600-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 670 max words, 50 samples - at ../dataset/gen-word-670-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated a single JSONL file with 40 samples (20 token repeat) - 2200 max words - at ../dataset/shuffle-word-2200-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 1100 max words, 2000 samples - at ../dataset/gen-word-1100-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 1500 max words, 2000 samples - at ../dataset/gen-word-1500-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 1200 max words, 2000 samples - at ../dataset/gen-word-1200-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 1600 max words, 2000 samples - at ../dataset/gen-word-1600-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 1300 max words, 2000 samples - at ../dataset/gen-word-1300-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 1700 max words, 2000 samples - at ../dataset/gen-word-1700-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 1900 max words, 2000 samples - at ../dataset/gen-word-1900-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 2000 max words, 2000 samples - at ../dataset/gen-word-2000-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 1800 max words, 2000 samples - at ../dataset/gen-word-1800-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 1400 max words, 2000 samples - at ../dataset/gen-word-1400-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 2100 max words, 2000 samples - at ../dataset/gen-word-2100-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 2200 max words, 2000 samples - at ../dataset/gen-word-2200-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 2500 max words, 2000 samples - at ../dataset/gen-word-2500-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 2300 max words, 2000 samples - at ../dataset/gen-word-2300-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 2700 max words, 2000 samples - at ../dataset/gen-word-2700-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 2600 max words, 2000 samples - at ../dataset/gen-word-2600-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 2400 max words, 2000 samples - at ../dataset/gen-word-2400-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 2800 max words, 2000 samples - at ../dataset/gen-word-2800-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 2900 max words, 2000 samples - at ../dataset/gen-word-2900-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 3300 max words, 2000 samples - at ../dataset/gen-word-3300-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 3200 max words, 2000 samples - at ../dataset/gen-word-3200-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 3100 max words, 2000 samples - at ../dataset/gen-word-3100-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 3400 max words, 2000 samples - at ../dataset/gen-word-3400-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 3700 max words, 2000 samples - at ../dataset/gen-word-3700-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 4100 max words, 2000 samples - at ../dataset/gen-word-4100-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 3000 max words, 2000 samples - at ../dataset/gen-word-3000-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 3600 max words, 2000 samples - at ../dataset/gen-word-3600-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 3500 max words, 2000 samples - at ../dataset/gen-word-3500-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 4000 max words, 2000 samples - at ../dataset/gen-word-4000-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 3900 max words, 2000 samples - at ../dataset/gen-word-3900-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 4700 max words, 2000 samples - at ../dataset/gen-word-4700-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 3800 max words, 2000 samples - at ../dataset/gen-word-3800-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 4200 max words, 2000 samples - at ../dataset/gen-word-4200-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 4500 max words, 2000 samples - at ../dataset/gen-word-4500-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 4400 max words, 2000 samples - at ../dataset/gen-word-4400-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 5000 max words, 2000 samples - at ../dataset/gen-word-5000-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 5200 max words, 2000 samples - at ../dataset/gen-word-5200-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 4300 max words, 2000 samples - at ../dataset/gen-word-4300-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 5400 max words, 2000 samples - at ../dataset/gen-word-5400-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 4900 max words, 2000 samples - at ../dataset/gen-word-4900-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 5300 max words, 2000 samples - at ../dataset/gen-word-5300-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 4600 max words, 2000 samples - at ../dataset/gen-word-4600-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 4800 max words, 2000 samples - at ../dataset/gen-word-4800-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 5100 max words, 2000 samples - at ../dataset/gen-word-5100-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 6000 max words, 2000 samples - at ../dataset/gen-word-6000-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 6200 max words, 2000 samples - at ../dataset/gen-word-6200-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 7500 max words, 2000 samples - at ../dataset/gen-word-7500-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 6500 max words, 2000 samples - at ../dataset/gen-word-6500-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 5900 max words, 2000 samples - at ../dataset/gen-word-5900-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 5500 max words, 2000 samples - at ../dataset/gen-word-5500-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 5600 max words, 2000 samples - at ../dataset/gen-word-5600-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 6100 max words, 2000 samples - at ../dataset/gen-word-6100-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 6600 max words, 2000 samples - at ../dataset/gen-word-6600-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 6400 max words, 2000 samples - at ../dataset/gen-word-6400-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 6300 max words, 2000 samples - at ../dataset/gen-word-6300-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 5700 max words, 2000 samples - at ../dataset/gen-word-5700-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 5800 max words, 2000 samples - at ../dataset/gen-word-5800-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 6900 max words, 2000 samples - at ../dataset/gen-word-6900-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 6800 max words, 2000 samples - at ../dataset/gen-word-6800-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 7100 max words, 2000 samples - at ../dataset/gen-word-7100-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 6700 max words, 2000 samples - at ../dataset/gen-word-6700-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 7400 max words, 2000 samples - at ../dataset/gen-word-7400-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 7000 max words, 2000 samples - at ../dataset/gen-word-7000-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 7300 max words, 2000 samples - at ../dataset/gen-word-7300-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 7600 max words, 2000 samples - at ../dataset/gen-word-7600-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 7900 max words, 2000 samples - at ../dataset/gen-word-7900-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 7800 max words, 2000 samples - at ../dataset/gen-word-7800-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 7200 max words, 2000 samples - at ../dataset/gen-word-7200-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 8000 max words, 2000 samples - at ../dataset/gen-word-8000-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Generated JSONL file with - 7700 max words, 2000 samples - at ../dataset/gen-word-7700-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "## Done ##\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "total 6.1G\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "-rw-r--r-- 1 root root 10K Sep 2 08:41 gen-word-10-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "-rw-r--r-- 1 root root 54K Sep 2 08:41 gen-word-100-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "-rw-r--r-- 1 root root 494K Sep 2 08:41 gen-word-1000-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "-rw-r--r-- 1 root root 56K Sep 2 08:41 gen-word-105-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "-rw-r--r-- 1 root root 60K Sep 2 08:41 gen-word-110-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "-rw-r--r-- 1 root root 22M Sep 2 08:41 gen-word-1100-count.jsonl\n" ] }, { "name": "stdout", "output_type": 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"stream", "text": [ "-rw-r--r-- 1 root root 26K Sep 2 08:41 shuffle-word-990-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "-rw-r--r-- 1 root root 27K Sep 2 08:41 shuffle-word-995-count.jsonl\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "-rw-r--r-- 1 root root 5.9K Sep 2 08:41 word-2-count.jsonl\n" ] } ], "source": [ "%%script bash\n", "\n", "########################################\n", "# Generate the required jsonl dataset\n", "########################################\n", "\n", "# Reset the dataset dir\n", "mkdir -p ../dataset\n", "rm -rf ../dataset/*.jsonl\n", "\n", "# Generate the various datasets\n", "echo \"## Generating word reptition dataset ##\"\n", "\n", "#\n", "# We reduce the training set for < 50 words - and shift the focus upwards\n", "# (aka 50-100 token * 2 : ~100 - 250 token ctx len)\n", "#\n", "python ../memory_script/gen_limited_prompt_completion_jsonl.py ../dataset/word-2-count.jsonl 2 50 &\n", "for i in {5..1000..5} \n", "do\n", " python ../memory_script/gen_limited_prompt_completion_jsonl.py ../dataset/gen-word-$i-count.jsonl $i 50 & \n", " python ../memory_script/shuffle_limited_prompt_completion_jsonl.py ../dataset/shuffle-word-$i-count.jsonl $i 1 & \n", "done\n", "\n", "#\n", "# Ramping up the 50+ - 4200 words dataset\n", "# \n", "for i in {1100..8000..100} \n", "do\n", " python ../memory_script/gen_limited_prompt_completion_jsonl.py ../dataset/gen-word-$i-count.jsonl $i 2000 & \n", " python ../memory_script/shuffle_limited_prompt_completion_jsonl.py ../dataset/shuffle-word-$i-count.jsonl $i 20 & \n", "done\n", "\n", "wait\n", "echo \"## Done ##\"\n", "\n", "ls -lh ../dataset/" ] }, { "cell_type": "code", "execution_count": 6, "id": "15e03154", "metadata": { "execution": { "iopub.execute_input": "2023-09-02T08:41:54.110558Z", "iopub.status.busy": "2023-09-02T08:41:54.110363Z", "iopub.status.idle": "2023-09-03T06:13:05.260832Z", "shell.execute_reply": "2023-09-03T06:13:05.259129Z" }, "papermill": { "duration": 77471.213932, "end_time": "2023-09-03T06:13:05.263168", "exception": false, "start_time": "2023-09-02T08:41:54.049236", "status": "completed" }, "tags": [] }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Setting ds_accelerator to cuda (auto detect)\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "[RWKV.model] Running RWKV model using 'torch-jit' with torch '2.0.1+cu118'\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "/usr/local/lib/python3.11/dist-packages/lightning/pytorch/cli.py:484: UserWarning: LightningCLI's args parameter is intended to run from within Python like if it were from the command line. To prevent mistakes it is not recommended to provide both args and command line arguments, got: sys.argv[1:]=['fit', '-c', '/actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/notebook/experiment/rwkv-x-exp/v5-memory/config-mem-template.yaml', '--trainer.logger.init_args.name=v5-L96-D1024-E0.1 - Mem-Tune ctx-8k (train-ctx=4k, deepspeed_stage_1)', '--trainer.strategy=deepspeed_stage_1', '--trainer.devices=auto', '--trainer.callbacks.init_args.dirpath=../checkpoint/v5-L96-D1024-E0_1-mem-ctx-8k/', '--model.lr_init=1e-4', '--model.lr_final=1e-4', '--data.max_token_size=8192', '--model.ctx_len=4096', '--model.bptt_learning_range=2', '--model.load_model=../model/v5-L96-D1024-E0_1-mem-ctx-4k.pth'], args=['fit', '-c', '/actions-runner/_work/RWKV-infctx-trainer/RWKV-infctx-trainer/notebook/experiment/rwkv-x-exp/v5-memory/config-mem-template.yaml', '--trainer.logger.init_args.name=v5-L96-D1024-E0.1 - Mem-Tune ctx-8k (train-ctx=4k, deepspeed_stage_1)', '--trainer.strategy=deepspeed_stage_1', '--trainer.devices=auto', '--trainer.callbacks.init_args.dirpath=../checkpoint/v5-L96-D1024-E0_1-mem-ctx-8k/', '--model.lr_init=1e-4', '--model.lr_final=1e-4', '--data.max_token_size=8192', '--model.ctx_len=4096', '--model.bptt_learning_range=2', '--model.load_model=../model/v5-L96-D1024-E0_1-mem-ctx-4k.pth'].\r\n", " rank_zero_warn(\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "/usr/local/lib/python3.11/dist-packages/lightning/fabric/utilities/seed.py:39: UserWarning: No seed found, seed set to 3809433325\r\n", " rank_zero_warn(f\"No seed found, seed set to {seed}\")\r\n", "Global seed set to 3809433325\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\u001b[34m\u001b[1mwandb\u001b[0m: Currently logged in as: \u001b[33mpicocreator\u001b[0m (\u001b[33mrwkv-x-dev\u001b[0m). Use \u001b[1m`wandb login --relogin`\u001b[0m to force relogin\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\u001b[34m\u001b[1mwandb\u001b[0m: Tracking run with wandb version 0.15.9\r\n", "\u001b[34m\u001b[1mwandb\u001b[0m: Run data is saved locally in \u001b[35m\u001b[1m./wandb/run-20230902_084200-42tne4xv\u001b[0m\r\n", "\u001b[34m\u001b[1mwandb\u001b[0m: Run \u001b[1m`wandb offline`\u001b[0m to turn off syncing.\r\n", "\u001b[34m\u001b[1mwandb\u001b[0m: Syncing run \u001b[33mv5-L96-D1024-E0.1 - Mem-Tune ctx-8k (train-ctx=4k, deepspeed_stage_1)\u001b[0m\r\n", "\u001b[34m\u001b[1mwandb\u001b[0m: ⭐️ View project at \u001b[34m\u001b[4mhttps://wandb.ai/rwkv-x-dev/RWKV-X-Experiments\u001b[0m\r\n", "\u001b[34m\u001b[1mwandb\u001b[0m: 🚀 View run at \u001b[34m\u001b[4mhttps://wandb.ai/rwkv-x-dev/RWKV-X-Experiments/runs/42tne4xv\u001b[0m\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "/usr/local/lib/python3.11/dist-packages/lightning/fabric/connector.py:562: UserWarning: bf16 is supported for historical reasons but its usage is discouraged. Please set your precision to bf16-mixed instead!\r\n", " rank_zero_warn(\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "GPU available: True (cuda), used: True\r\n", "TPU available: False, using: 0 TPU cores\r\n", "IPU available: False, using: 0 IPUs\r\n", "HPU available: False, using: 0 HPUs\r\n", "\r\n", "\r\n", "[RWKV.Trainer] Applying 'target_batch_size' with the following:\r\n", " - target_batch_size: 256\r\n", " - num_nodes: 1\r\n", " - num_devices: 8\r\n", " - accumulate_grad_batches: 32\r\n", " - effective_batch_size: 256\r\n", "\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\r", "Resolving data files: 0%| | 0/541 [00:00=12.1), as this is known to have freeze issues\r\n", "# - The terms used in wandb / the progress bar can be confusing, see the github README.md for beter clarifications\r\n", "# - When resuming from checkpoint, the estimated time is inaccurate\r\n", "#\r\n", "\r\n", "[RWKV.model] Configuring optimizer with\r\n", " - lr_init: 1.000e-04 (0.0001)\r\n", " - lr_final: 1.000e-04 (0.0001)\r\n", "\r\n", "Using /root/.cache/torch_extensions/py311_cu118 as PyTorch extensions root...\r\n", "Using /root/.cache/torch_extensions/py311_cu118 as PyTorch extensions root...\r\n", "Using /root/.cache/torch_extensions/py311_cu118 as PyTorch extensions root...\r\n", "Using /root/.cache/torch_extensions/py311_cu118 as PyTorch extensions root...\r\n", "Using /root/.cache/torch_extensions/py311_cu118 as PyTorch extensions root...\r\n", "Using /root/.cache/torch_extensions/py311_cu118 as PyTorch extensions root...\r\n", "Using /root/.cache/torch_extensions/py311_cu118 as PyTorch extensions root...\r\n", "Using /root/.cache/torch_extensions/py311_cu118 as PyTorch extensions root...\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Detected CUDA files, patching ldflags\r\n", "Emitting ninja build file /root/.cache/torch_extensions/py311_cu118/fused_adam/build.ninja...\r\n", "Building extension module fused_adam...\r\n", "Allowing ninja to set a default number of workers... (overridable by setting the environment variable MAX_JOBS=N)\r\n", "ninja: no work to do.\r\n", "Loading extension module fused_adam...\r\n", "Time to load fused_adam op: 0.0724024772644043 seconds\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Loading extension module fused_adam...\r\n", "Loading extension module fused_adam...\r\n", "Loading extension module fused_adam...\r\n", "Loading extension module fused_adam...\r\n", "Time to load fused_adam op: 0.10135412216186523 seconds\r\n", "Time to load fused_adam op: 0.1016843318939209 seconds\r\n", "Loading extension module fused_adam...\r\n", "Time to load fused_adam op: 0.10171890258789062 seconds\r\n", "Time to load fused_adam op: 0.10201501846313477 seconds\r\n", "Time to load fused_adam op: 0.10342574119567871 seconds\r\n", "Loading extension module fused_adam...\r\n", "Loading extension module fused_adam...\r\n", "Time to load fused_adam op: 0.11149120330810547 seconds\r\n", "Time to load fused_adam op: 0.1042928695678711 seconds\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Using /root/.cache/torch_extensions/py311_cu118 as PyTorch extensions root...\r\n", "Using /root/.cache/torch_extensions/py311_cu118 as PyTorch extensions root...\r\n", "Using /root/.cache/torch_extensions/py311_cu118 as PyTorch extensions root...\r\n", "Using /root/.cache/torch_extensions/py311_cu118 as PyTorch extensions root...\r\n", "Using /root/.cache/torch_extensions/py311_cu118 as PyTorch extensions root...\r\n", "Using /root/.cache/torch_extensions/py311_cu118 as PyTorch extensions root...\r\n", "Using /root/.cache/torch_extensions/py311_cu118 as PyTorch extensions root...\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Using /root/.cache/torch_extensions/py311_cu118 as PyTorch extensions root...\r\n", "Emitting ninja build file /root/.cache/torch_extensions/py311_cu118/utils/build.ninja...\r\n", "Building extension module utils...\r\n", "Allowing ninja to set a default number of workers... 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seconds\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Rank: 3 partition count [8, 8] and sizes[(176584448, False), (384, False)] \r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Rank: 5 partition count [8, 8] and sizes[(176584448, False), (384, False)] " ] }, { "name": "stdout", "output_type": "stream", "text": [ "\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Rank: 4 partition count [8, 8] and sizes[(176584448, False), (384, False)] \r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Rank: 6 partition count [8, 8] and sizes[(176584448, False), (384, False)] \r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Rank: 2 partition count [8, 8] and sizes[(176584448, False), (384, False)] \r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Rank: 7 partition count [8, 8] and sizes[(176584448, False), (384, False)] \r\n", "Rank: 1 partition count [8, 8] and sizes[(176584448, False), (384, False)] \r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Rank: 0 partition count [8, 8] and sizes[(176584448, False), (384, False)] \r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Using /root/.cache/torch_extensions/py311_cu118 as PyTorch extensions root...\r\n", "Using /root/.cache/torch_extensions/py311_cu118 as PyTorch extensions root...\r\n", "Using /root/.cache/torch_extensions/py311_cu118 as PyTorch extensions root...\r\n", "No modifications detected for re-loaded extension module utils, skipping build step...\r\n", "Loading extension module utils...\r\n", "No modifications detected for re-loaded extension module utils, skipping build step...\r\n", "No modifications detected for re-loaded extension module utils, skipping build step...\r\n", "Loading extension module utils...\r\n", "Loading extension module utils...\r\n", "Time to load utils op: 0.0006196498870849609 seconds\r\n", "Time to load utils op: 0.0006136894226074219 seconds\r\n", "Time to load utils op: 0.0007157325744628906 seconds\r\n", "Using /root/.cache/torch_extensions/py311_cu118 as PyTorch extensions root...\r\n", "No modifications detected for re-loaded extension module utils, skipping build step...\r\n", "Loading extension module utils...\r\n", "Time to load utils op: 0.0006725788116455078 seconds\r\n", "Using /root/.cache/torch_extensions/py311_cu118 as PyTorch extensions root...\r\n", "No modifications detected for re-loaded extension module utils, skipping build step...\r\n", "Loading extension module utils...\r\n", "Time to load utils op: 0.0008366107940673828 seconds\r\n", "Using /root/.cache/torch_extensions/py311_cu118 as PyTorch extensions root...\r\n", "No modifications detected for re-loaded extension module utils, skipping build step...\r\n", "Loading extension module utils...\r\n", "Time to load utils op: 0.0011620521545410156 seconds\r\n", "Using /root/.cache/torch_extensions/py311_cu118 as PyTorch extensions root...\r\n", "No modifications detected for re-loaded extension module utils, skipping build step...\r\n", "Loading extension module utils...\r\n", "Time to load utils op: 0.0012750625610351562 seconds\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Using /root/.cache/torch_extensions/py311_cu118 as PyTorch extensions root...\r\n", "No modifications detected for re-loaded extension module utils, skipping build step...\r\n", "Loading extension module utils...\r\n", "Time to load utils op: 0.0009191036224365234 seconds\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\r\n", " | Name | Type | Params\r\n", "--------------------------------------\r\n", "0 | emb | Embedding | 51.5 M\r\n", "1 | blocks | ModuleList | 1.3 B \r\n", "2 | ln_out | LayerNorm | 2.0 K \r\n", "3 | head | Linear | 51.5 M\r\n", "--------------------------------------\r\n", "1.4 B Trainable params\r\n", "0 Non-trainable params\r\n", "1.4 B Total params\r\n", "5,650.715 Total estimated model params size (MB)\r\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\r", "Training: 0it [00:00, ?it/s]\r", "Training: 0%| | 0/12318 [00:00