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mistral-7b-alpaca-sft
CorticalStack/mistral-7b-alpaca-sft
mistral-7b-alpaca-sft is a text generation model from CorticalStack. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as apache-2.0.
mistral-7b-alpaca-sft is an SFT fine-tuned version of unsloth/mistral-7b-bnb-4bit using the yahma/alpaca-cleaned dataset.
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At a glance
- Task
- Text Generation
- Library
- transformers
- License
- apache-2.0
- Model type
- mistral
- Access
- Public
- Created
- Feb 17, 2024
- Updated
- Feb 17, 2024
- SHA
- acc16984
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Model card
From the Hugging Face model README
mistral-7b-alpaca-sft
mistral-7b-alpaca-sft is an SFT fine-tuned version of unsloth/mistral-7b-bnb-4bit using the yahma/alpaca-cleaned dataset.
Fine-tuning configuration
LoRA
- r: 256
- LoRA alpha: 128
- LoRA dropout: 0.0
Training arguments
- Epochs: 1
- Batch size: 4
- Gradient accumulation steps: 6
- Optimizer: adamw_torch_fused
- Max steps: 100
- Learning rate: 0.0002
- Weight decay: 0.1
- Learning rate scheduler type: linear
- Max seq length: 2048
- 4-bit bnb: True
Trained with Unsloth and Huggingface's TRL library.
- Task
- Text Generation
- Library
- transformers
- Type
- mistral
- License
- apache-2.0
- Created
- Feb 17, 2024
- Updated
- Feb 17, 2024