mistral-7b-neuralhermes-2.5-dpo

mistral-7b-neuralhermes-2.5-dpo is a DPO fine-tuned version of teknium/OpenHermes-2.5-Mistral-7B using the Intel/orca_dpo_pairs dataset.

LoRA

• r: 16
• LoRA alpha: 16
• 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