| | --- |
| | license: other |
| | library_name: peft |
| | tags: |
| | - lora |
| | - generated_from_trainer |
| | base_model: Qwen/Qwen1.5-1.8B-Chat |
| | model-index: |
| | - name: Qwen/Qwen1.5-1.8B-Chat |
| | results: [] |
| | --- |
| | |
| | <!-- This model card has been generated automatically according to the information the Trainer had access to. You |
| | should probably proofread and complete it, then remove this comment. --> |
| |
|
| | # Qwen-1.8B |
| |
|
| | This model is a fine-tuned version of [Qwen1.5-1.8B-Chat](https://huggingface.co/Qwen/Qwen1.5-1.8B-Chat) on the essay_dataset dataset. |
| | |
| | ## 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: 0.0005 |
| | - train_batch_size: 2 |
| | - eval_batch_size: 8 |
| | - seed: 42 |
| | - gradient_accumulation_steps: 8 |
| | - total_train_batch_size: 16 |
| | - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08 |
| | - lr_scheduler_type: cosine |
| | - num_epochs: 8.0 |
| |
|
| | ### Training results |
| |
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| |
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| |
|
| | ### Framework versions |
| |
|
| | - PEFT 0.7.1 |
| | - Transformers 4.37.2 |
| | - Pytorch 1.13.1+cu116 |
| | - Datasets 2.14.7 |
| | - Tokenizers 0.15.1 |
