stephenlzc
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README.md
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- Using **shenzhi-wang/Mistral-7B-v0.3-Chinese-Chat** as base model, and finetune the dataset as mentioned. Makes the model uncensored.
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- ALL the procedure are training on **[Vast.ai](https://cloud.vast.ai/?ref_id=138637)**
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**Hardware in Vast.ai**:
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### Training Data
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**Base Model**
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- [shenzhi-wang/Mistral-7B-v0.3-Chinese-Chat](https://huggingface.co/shenzhi-wang/Mistral-7B-v0.3-Chinese-Chat)
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**Dataset**
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- [Minami-su/toxic-sft-zh](https://huggingface.co/datasets/Minami-su/toxic-sft-zh)
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- [llm-wizard/alpaca-gpt4-data-zh](https://huggingface.co/datasets/llm-wizard/alpaca-gpt4-data-zh)
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- [stephenlzc/stf-alpaca](https://huggingface.co/datasets/stephenlzc/stf-alpaca)
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- Using **shenzhi-wang/Mistral-7B-v0.3-Chinese-Chat** as base model, and finetune the dataset as mentioned. Makes the model uncensored.
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### Training Code
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[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/drive/1K9stY8LMVcySG0jDMYZdWQCFPfoDFBL-?usp=sharing)
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### Training Procedure Raw Files
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- ALL the procedure are training on **[Vast.ai](https://cloud.vast.ai/?ref_id=138637)**
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- **Hardware in Vast.ai**:
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- **GPU**: 1x A100 SXM4 80GB
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- **CPU**: AMD EPYC 7513 32-Core Processor
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- **RAM**: 129 GB
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- **Docker Image**: pytorch/pytorch:2.2.0-cuda12.1-cudnn8-devel
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- Download the **[ipynb file](https://huggingface.co/stephenlzc/dolphin-llama3-zh-cn-uncensored/blob/main/config.json)**.
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### Training Data
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- **Base Model**
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- [shenzhi-wang/Mistral-7B-v0.3-Chinese-Chat](https://huggingface.co/shenzhi-wang/Mistral-7B-v0.3-Chinese-Chat)
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- **Dataset**
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- [Minami-su/toxic-sft-zh](https://huggingface.co/datasets/Minami-su/toxic-sft-zh)
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- [llm-wizard/alpaca-gpt4-data-zh](https://huggingface.co/datasets/llm-wizard/alpaca-gpt4-data-zh)
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- [stephenlzc/stf-alpaca](https://huggingface.co/datasets/stephenlzc/stf-alpaca)
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