Changgil_-_K2S3-Mistral-7b-v1.47-4bits

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K2S3-Mistral-7b-v1.47 - bnb 4bits

• Model creator: https://huggingface.co/Changgil/
• Original model: https://huggingface.co/Changgil/K2S3-Mistral-7b-v1.47/

Original model description:

license: cc-by-nc-4.0 language:

• en

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Developed by :

• K2S3

Model Number:

• K2S3-Mistral-7b-v1.47

Base Model :

• mistralai/Mistral-7B-v0.1

Training Data

• The training data for this model includes alpaca-gpt4-data, and samples from The OpenOrca Dataset.
• 이 모델의 훈련 데이터에는 alpaca-gpt4-data, 그리고 OpenOrca Dataset에서 제공한 샘플들이 포함됩니다.

Training Method

• This model was fine-tuned on the "mistralai/Mistral-7B-v0.1" base model using a full parameter tuning method with SFT (Supervised Fine-Tuning).
• 이 모델은 "mistralai/Mistral-7B-v0.1" 기반 모델을 SFT를 사용하여 전체 파라미터 조정 방법으로 미세조정되었습니다.

Hardware

• Hardware: Utilized two A100 (80G*2EA) GPUs for training.
• Training Factors: This model was fine-tuned with SFT, using the HuggingFace SFTtrainer and applied fsdp.
• 이 모델은 SFT를 사용하여 HuggingFace SFTtrainer와 fsdp를 적용하여 미세조정되었습니다.