Text Generation
Safetensors
Chinese
English
wangrongsheng's picture
Upload 12 files
b760542 verified
metadata
license: other
library_name: peft
tags:
  - llama-factory
  - lora
  - generated_from_trainer
base_model: ../Mixtral-8x7B-Instruct-v0.1
model-index:
  - name: outputdpo
    results: []

outputdpo

This model is a fine-tuned version of ../Mixtral-8x7B-Instruct-v0.1 on the comparison_gpt4_en and the comparison_gpt4_zh datasets.

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: 1e-05
  • train_batch_size: 2
  • eval_batch_size: 8
  • seed: 42
  • gradient_accumulation_steps: 4
  • total_train_batch_size: 8
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: cosine
  • num_epochs: 1.0
  • mixed_precision_training: Native AMP

Training results

Framework versions

  • PEFT 0.7.1
  • Transformers 4.36.2
  • Pytorch 2.1.1+cu121
  • Datasets 2.15.0
  • Tokenizers 0.15.0