---

datasets:
- Minami-su/toxic-sft-zh
- llm-wizard/alpaca-gpt4-data-zh
- stephenlzc/stf-alpaca
language:
- zh
license: mit
pipeline_tag: text-generation
tags:
- text-generation-inference
- code
- unsloth
task_categories:
- conversational
base_model: shenzhi-wang/Mistral-7B-v0.3-Chinese-Chat

widget:
- text: "Is this review positive or negative? Review: Best cast iron skillet you will ever buy."
  example_title: "Sentiment analysis"
- text: "Barack Obama nominated Hilary Clinton as his secretary of state on Monday. He chose her because she had ..."
  example_title: "Coreference resolution"
- text: "On a shelf, there are five books: a gray book, a red book, a purple book, a blue book, and a black book ..."
  example_title: "Logic puzzles"
- text: "The two men running to become New York City's next mayor will face off in their first debate Wednesday night ..."
  example_title: "Reading comprehension"
---


## Model Details

### Model Description

Using **shenzhi-wang/Mistral-7B-v0.3-Chinese-Chat** as base model, and finetune the dataset as mentioned.

## Training Procedure
[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/drive/1K9stY8LMVcySG0jDMYZdWQCFPfoDFBL-?usp=sharing) 

## Training Procedure Raw Files

ALL the procedure are training on:
**[[Vast.ai](https://vast.ai/logo.svg)](https://cloud.vast.ai/?ref_id=138637)**

**Hardware**: 
  **GPU**: 1x A100 SXM4 80GB
  **CPU**: AMD EPYC 7513 32-Core Processor
  **RAM**: 129 GB
  **Docker Image**: pytorch/pytorch:2.2.0-cuda12.1-cudnn8-devel
  **Environment**
  ```python
    {
    "DATA_DIRECTORY": "/workspace/",
    "JUPYTER_DIR": "/"
    }
  ```
  **[ipynb file](https://huggingface.co./stephenlzc/dolphin-llama3-zh-cn-uncensored/blob/main/config.json)**

### Training Data
**Base Model**
[shenzhi-wang/Mistral-7B-v0.3-Chinese-Chat](https://huggingface.co./shenzhi-wang/Mistral-7B-v0.3-Chinese-Chat)  

**Dataset**
- [Minami-su/toxic-sft-zh](https://huggingface.co./datasets/Minami-su/toxic-sft-zh)
- [llm-wizard/alpaca-gpt4-data-zh](https://huggingface.co./datasets/llm-wizard/alpaca-gpt4-data-zh)
- [stephenlzc/stf-alpaca](https://huggingface.co./datasets/stephenlzc/stf-alpaca)