mistral_7b_adapter / README.md
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metadata
base_model: mistralai/Mistral-7B-Instruct-v0.1
datasets:
  - generator
library_name: peft
license: apache-2.0
tags:
  - trl
  - sft
  - generated_from_trainer
model-index:
  - name: mistral_instruct_generation_dolly_hhrlhf
    results: []

mistral_instruct_generation_dolly_hhrlhf

This model is a fine-tuned version of mistralai/Mistral-7B-Instruct-v0.1 on the generator dataset. It achieves the following results on the evaluation set:

  • Loss: 1.3456

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

  • learning_rate: 0.0002
  • train_batch_size: 4
  • eval_batch_size: 8
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: constant
  • lr_scheduler_warmup_ratio: 0.03
  • training_steps: 100

Training results

Training Loss Epoch Step Validation Loss
1.5496 0.1626 20 1.4047
1.4614 0.3252 40 1.3688
1.4387 0.4878 60 1.3582
1.4483 0.6504 80 1.3496
1.4456 0.8130 100 1.3456

Framework versions

  • PEFT 0.12.0
  • Transformers 4.43.3
  • Pytorch 2.4.0+cu121
  • Datasets 2.20.0
  • Tokenizers 0.19.1