mistral-7b-tak-stack-dpo/.ipynb_checkpoints/README-checkpoint.md

license, tags, base_model, dataset

license	tags	base_model	dataset
apache-2.0	dpo	mistralai/Mistral-7B-v0.1	CorticalStack/tak-stack-dpo

mistral-7b-tak-stack-dpo

mistral-7b-tak-stack-dpo is a DPO fine-tuned version of mistralai/Mistral-7B-v0.1 using the CorticalStack/tak-stack-dpo dataset.

LoRA

• r: 32
• LoRA alpha: 32
• LoRA dropout: 0.05

Training arguments

• Batch size: 4
• Gradient accumulation steps: 4
• Optimizer: paged_adamw_32bit
• Max steps: 100
• Learning rate: 5e-05
• Learning rate scheduler type: cosine
• Beta: 0.1
• Max prompt length: 1024
• Max length: 1536