skills_metaphor_chat-skills_red_herring_chat-lora
This model is a fine-tuned version of HuggingFaceH4/zephyr-7b-beta on the ChenWu98/skills_metaphor_chat and the ChenWu98/skills_red_herring_chat datasets. It achieves the following results on the evaluation set:
- Loss: 0.2636
Model description
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Intended uses & limitations
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Training and evaluation data
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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
- distributed_type: multi-GPU
- gradient_accumulation_steps: 8
- total_train_batch_size: 32
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: cosine
- lr_scheduler_warmup_ratio: 0.1
- num_epochs: 1.0
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 0.2847 | 0.96 | 18 | 0.2636 |
Framework versions
- PEFT 0.7.1
- Transformers 4.37.2
- Pytorch 2.1.2+cu121
- Datasets 2.14.6
- Tokenizers 0.15.1
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Model tree for ChenWu98/skills_metaphor_chat-skills_red_herring_chat-lora
Base model
mistralai/Mistral-7B-v0.1
Finetuned
HuggingFaceH4/zephyr-7b-beta