Downloads · 30 days
0
llama-2-7b-chat-medical
Anant2709/llama-2-7b-chat-medical
llama-2-7b-chat-medical is a machine learning model from Anant2709. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
should probably proofread and complete it, then remove this comment. --
Access
Public
Updated Mar 17, 2024
Repo size
135 MB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.bin33.7 MB · 93%
At a glance
- Access
- Public
- Created
- Mar 17, 2024
- Updated
- Mar 17, 2024
- SHA
- 4e01ff54
Base models
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. -->
llama-2-7b-chat-medical
This model is a fine-tuned version of NousResearch/Llama-2-7b-hf on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 1.1590
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: 3e-05
- train_batch_size: 8
- eval_batch_size: 8
- seed: 42
- gradient_accumulation_steps: 2
- total_train_batch_size: 16
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_ratio: 0.1
- num_epochs: 4
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| No log | 0.98 | 31 | 2.0531 |
| 2.2737 | 2.0 | 63 | 1.2585 |
| 2.2737 | 2.98 | 94 | 1.1848 |
| 1.3031 | 3.94 | 124 | 1.1590 |
Framework versions
- Transformers 4.31.0
- Pytorch 2.2.1+cu121
- Datasets 2.18.0
- Tokenizers 0.13.3
- Created
- Mar 17, 2024
- Updated
- Mar 17, 2024