README.md

metadata

base_model: unsloth/llama-2-7b-bnb-4bit
library_name: peft
license: apache-2.0
datasets: hermeschen1116/daily_dialog_for_RG
tags:
  - trl
  - unsloth
model-index:
  - name: response_generator_for_emotion_chat_bot
    results: []
language:
  - en
pipeline_tag: text-generation
metrics:
  - accuracy
  - f1-score

Response Generator for Emotion Chat Bot

This model is a fine-tuned version of unsloth/llama-2-7b-bnb-4bit on hermeschen1116/daily_dialog_for_RG, self modified version of daily_dialog.

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:

• system_prompt: ""
• learning_rate: 0.0002
• weight_decay: 0.001
• max_grad_norm: 0.3
• warmup_ratio: 0.03
• max_steps: -1
• train_batch_size: 4
• seed: 42
• optimizer: paged_adamw_32bit with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: constant
• lr_scheduler_warmup_ratio: 0.03
• num_epochs: 1
• init_lora_weights: true
• lora_rank: 16
• lora_alpha: 16
• lora_dropout: 0.1
• use_rslora: true

Framework versions

• PEFT 0.11.1
• Transformers 4.41.2
• Pytorch 2.3.0+cu121
• Datasets 2.20.0
• Tokenizers 0.19.1
• Trl 0.8.6
• Bitsandbytes