End of training

README.md

@@ -1,8 +1,11 @@
 ---
 base_model: alignment-handbook/zephyr-7b-sft-full
+datasets:
+- HuggingFaceH4/ultrafeedback_binarized
 library_name: peft
 license: apache-2.0
 tags:
+- alignment-handbook
 - trl
 - dpo
 - generated_from_trainer
@@ -16,22 +19,22 @@ should probably proofread and complete it, then remove this comment. -->
 
 # zephyr-dpop-qlora-uf-5e-6
 
-This model is a fine-tuned version of [alignment-handbook/zephyr-7b-sft-full](https://huggingface.co/alignment-handbook/zephyr-7b-sft-full) on the None dataset.
+This model is a fine-tuned version of [alignment-handbook/zephyr-7b-sft-full](https://huggingface.co/alignment-handbook/zephyr-7b-sft-full) on the HuggingFaceH4/ultrafeedback_binarized dataset.
 It achieves the following results on the evaluation set:
-- Loss: 0.6777
-- Positive Losses: 0.2476
+- Loss: 0.6778
+- Positive Losses: 0.2511
 - Dpo Losses: 0.6380
 - Rewards/chosen: 0.2338
 - Rewards/rejected: 0.1078
-- Rewards/accuracies: 0.7240
+- Rewards/accuracies: 0.7220
 - Rewards/margins: 0.1260
-- Rewards/margins Max: 0.4592
+- Rewards/margins Max: 0.4590
 - Rewards/margins Min: -0.1531
 - Rewards/margins Std: 0.2063
-- Logps/rejected: -247.7969
-- Logps/chosen: -261.2152
-- Logits/rejected: -2.6339
-- Logits/chosen: -2.6662
+- Logps/rejected: -247.8000
+- Logps/chosen: -261.2173
+- Logits/rejected: -2.6358
+- Logits/chosen: -2.6679
 
 ## Model description
 

all_results.json

@@ -1,5 +1,23 @@
 {
     "epoch": 1.0,
+    "eval_dpo_losses": 0.6379860043525696,
+    "eval_logits/chosen": -2.6679418087005615,
+    "eval_logits/rejected": -2.6358492374420166,
+    "eval_logps/chosen": -261.21728515625,
+    "eval_logps/rejected": -247.80003356933594,
+    "eval_loss": 0.6778276562690735,
+    "eval_positive_losses": 0.25107473134994507,
+    "eval_rewards/accuracies": 0.722000002861023,
+    "eval_rewards/chosen": 0.23376142978668213,
+    "eval_rewards/margins": 0.12597255408763885,
+    "eval_rewards/margins_max": 0.45901384949684143,
+    "eval_rewards/margins_min": -0.15312375128269196,
+    "eval_rewards/margins_std": 0.2062978446483612,
+    "eval_rewards/rejected": 0.10778886079788208,
+    "eval_runtime": 428.6701,
+    "eval_samples": 2000,
+    "eval_samples_per_second": 4.666,
+    "eval_steps_per_second": 0.292,
     "train_loss": 0.6803070375102567,
     "train_runtime": 46122.1645,
     "train_samples": 61134,

config.json

@@ -0,0 +1,40 @@
+{
+  "_name_or_path": "alignment-handbook/zephyr-7b-sft-full",
+  "architectures": [
+    "MistralForCausalLM"
+  ],
+  "attention_dropout": 0.0,
+  "bos_token_id": 1,
+  "eos_token_id": 2,
+  "hidden_act": "silu",
+  "hidden_size": 4096,
+  "initializer_range": 0.02,
+  "intermediate_size": 14336,
+  "max_position_embeddings": 32768,
+  "model_type": "mistral",
+  "num_attention_heads": 32,
+  "num_hidden_layers": 32,
+  "num_key_value_heads": 8,
+  "quantization_config": {
+    "_load_in_4bit": true,
+    "_load_in_8bit": false,
+    "bnb_4bit_compute_dtype": "bfloat16",
+    "bnb_4bit_quant_type": "nf4",
+    "bnb_4bit_use_double_quant": false,
+    "llm_int8_enable_fp32_cpu_offload": false,
+    "llm_int8_has_fp16_weight": false,
+    "llm_int8_skip_modules": null,
+    "llm_int8_threshold": 6.0,
+    "load_in_4bit": true,
+    "load_in_8bit": false,
+    "quant_method": "bitsandbytes"
+  },
+  "rms_norm_eps": 1e-05,
+  "rope_theta": 10000.0,
+  "sliding_window": 4096,
+  "tie_word_embeddings": false,
+  "torch_dtype": "bfloat16",
+  "transformers_version": "4.39.0.dev0",
+  "use_cache": true,
+  "vocab_size": 32000
+}

eval_results.json

@@ -0,0 +1,21 @@
+{
+    "epoch": 1.0,
+    "eval_dpo_losses": 0.6379860043525696,
+    "eval_logits/chosen": -2.6679418087005615,
+    "eval_logits/rejected": -2.6358492374420166,
+    "eval_logps/chosen": -261.21728515625,
+    "eval_logps/rejected": -247.80003356933594,
+    "eval_loss": 0.6778276562690735,
+    "eval_positive_losses": 0.25107473134994507,
+    "eval_rewards/accuracies": 0.722000002861023,
+    "eval_rewards/chosen": 0.23376142978668213,
+    "eval_rewards/margins": 0.12597255408763885,
+    "eval_rewards/margins_max": 0.45901384949684143,
+    "eval_rewards/margins_min": -0.15312375128269196,
+    "eval_rewards/margins_std": 0.2062978446483612,
+    "eval_rewards/rejected": 0.10778886079788208,
+    "eval_runtime": 428.6701,
+    "eval_samples": 2000,
+    "eval_samples_per_second": 4.666,
+    "eval_steps_per_second": 0.292
+}

runs/Jul14_17-14-15_notebook-deployment-48-7d9b6c99-p5kv4/events.out.tfevents.1721023908.notebook-deployment-48-7d9b6c99-p5kv4.35664.1

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:48558019d150969a01abd20c4c993446e0e9cdf531508c899f11ffa38aa112b8
+size 1130