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Llama2-7B-Medical-Finetune_V2
TachyHealthResearch/Llama2-7B-Medical-Finetune_V2
Llama2-7B-Medical-Finetune_V2 is a text generation model from TachyHealthResearch. Use it when you need the model to write or continue text. It is set up for transformers.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Text Generation
- Library
- transformers
- Model type
- llama
- Access
- Public
- Created
- Feb 15, 2024
- Updated
- Feb 15, 2024
- SHA
- 54c18645
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Model card
From the Hugging Face model README
<!-- 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. -->
Llama2-7B-Medical-Finetune_V2
This model is a fine-tuned version of meta-llama/Llama-2-7b-chat-hf on the None dataset. It achieves the following results on the evaluation set:
- Loss: 1.0369
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: 0.00025
- train_batch_size: 26
- eval_batch_size: 26
- seed: 42
- gradient_accumulation_steps: 26
- total_train_batch_size: 676
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: cosine
- lr_scheduler_warmup_steps: 1
- num_epochs: 3
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 1.2907 | 0.3 | 100 | 1.1620 |
| 1.1355 | 0.59 | 200 | 1.1211 |
| 1.1063 | 0.89 | 300 | 1.0957 |
| 1.0724 | 1.19 | 400 | 1.0780 |
| 1.0489 | 1.49 | 500 | 1.0633 |
| 1.0359 | 1.78 | 600 | 1.0512 |
| 1.0228 | 2.08 | 700 | 1.0447 |
| 0.9924 | 2.38 | 800 | 1.0401 |
| 0.9906 | 2.68 | 900 | 1.0375 |
| 0.9863 | 2.97 | 1000 | 1.0369 |
Framework versions
- Transformers 4.35.2
- Pytorch 2.2.0+cu121
- Datasets 2.17.0
- Tokenizers 0.15.1
- Task
- Text Generation
- Library
- transformers
- Type
- llama
- Created
- Feb 15, 2024
- Updated
- Feb 15, 2024