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--- |
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base_model: unsloth/llama-2-7b-bnb-4bit |
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library_name: peft |
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license: apache-2.0 |
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datasets: hermeschen1116/daily_dialog_for_RG |
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tags: |
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- trl |
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- sft |
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- unsloth |
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model-index: |
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- name: response_generator_for_emotion_chat_bot |
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results: [] |
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language: |
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- en |
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pipeline_tag: text-generation |
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--- |
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You |
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should probably proofread and complete it, then remove this comment. --> |
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# Response Generator for [Emotion Chat Bot](https://github.com/hermeschen1116/chat-bot) |
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This model is a fine-tuned version of [unsloth/llama-2-7b-bnb-4bit](https://huggingface.co/unsloth/llama-2-7b-bnb-4bit) on [hermeschen1116/daily_dialog_for_RG](https://huggingface.co/datasets/hermeschen1116/daily_dialog_for_RG), self modified version of [daily_dialog](li2017dailydialog/daily_dialog). |
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## Model description |
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More information needed |
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## Intended uses & limitations |
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More information needed |
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## Training and evaluation data |
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More information needed |
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## Training procedure |
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### Training hyperparameters |
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The following hyperparameters were used during training: |
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- system_prompt: "" |
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- learning_rate: 0.0002 |
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- weight_decay: 0.001 |
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- max_grad_norm: 0.3 |
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- warmup_ratio: 0.03 |
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- max_steps: -1 |
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- train_batch_size: 4 |
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- eval_batch_size: 8 |
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- seed: 42 |
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08 |
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- lr_scheduler_type: constant |
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- lr_scheduler_warmup_ratio: 0.03 |
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- num_epochs: 1 |
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- init_lora_weights: true |
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- lora_rank: 16 |
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- lora_alpha: 16 |
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- lora_dropout: 0.1 |
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- use_rslora: true |
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### Framework versions |
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- PEFT 0.11.1 |
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- Transformers 4.41.2 |
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- Pytorch 2.3.0+cu121 |
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- Datasets 2.20.0 |
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- Tokenizers 0.19.1 |
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- Trl 0.8.6 |
