Downloads · 30 days
12
16% of all-time downloads
Mistral-7B-Medical-Finetune_QA_Choices
TachyHealthResearch/Mistral-7B-Medical-Finetune_QA_Choices
Mistral-7B-Medical-Finetune_QA_Choices is a machine learning model from TachyHealthResearch. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for peft. The card lists the license as apache-2.0.
should probably proofread and complete it, then remove this comment. --
All-time downloads
77
Public
Parameters
7.2B
14.7 GB on disk
Likes
1
Public
Repo makeup
Click a slice to open those files.
.safetensors14.7 GB · 100%
At a glance
- Library
- peft
- License
- apache-2.0
- Model type
- mistral
- Access
- Public
- Created
- Mar 14, 2024
- Updated
- Mar 14, 2024
- SHA
- 8394048f
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. -->
Mistral-7B-Medical-Finetune_QA_Choices
This model is a fine-tuned version of mistralai/Mistral-7B-Instruct-v0.1 on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.6661
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: 8
- eval_batch_size: 8
- seed: 42
- gradient_accumulation_steps: 16
- total_train_batch_size: 128
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: cosine
- lr_scheduler_warmup_steps: 1
- num_epochs: 1
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 0.7947 | 0.2 | 300 | 0.7491 |
| 0.7296 | 0.39 | 600 | 0.7179 |
| 0.7029 | 0.59 | 900 | 0.6904 |
| 0.6797 | 0.78 | 1200 | 0.6714 |
| 0.6685 | 0.98 | 1500 | 0.6661 |
Framework versions
- PEFT 0.9.0
- Transformers 4.38.2
- Pytorch 2.2.1+cu121
- Datasets 2.18.0
- Tokenizers 0.15.2
- Library
- peft
- Type
- mistral
- License
- apache-2.0
- Created
- Mar 14, 2024
- Updated
- Mar 14, 2024