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Mistral-7B-Instruct-v0.2-GPTQ-Brief-Hospital-Course
quangantang/Mistral-7B-Instruct-v0.2-GPTQ-Brief-Hospital-Course
Mistral-7B-Instruct-v0.2-GPTQ-Brief-Hospital-Course is a machine learning model from quangantang. 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. --
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At a glance
- Library
- peft
- License
- apache-2.0
- Access
- Public
- Created
- May 20, 2024
- Updated
- May 20, 2024
- SHA
- 90bcf45a
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-Instruct-v0.2-GPTQ-Brief-Hospital-Course
This model is a fine-tuned version of TheBloke/Mistral-7B-Instruct-v0.2-GPTQ on the None dataset. The model is part of the work submitted to the Discharge Me! Shared Task instruction-fintuned for generating the 'Brief Hospital Course' section in the discharge summary.
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: 0.0002
- train_batch_size: 1
- eval_batch_size: 1
- seed: 42
- distributed_type: multi-GPU
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: cosine
- num_epochs: 1.0
Training results
Framework versions
- PEFT 0.10.0
- Transformers 4.38.0
- Pytorch 2.2.1
- Datasets 2.18.0
- Tokenizers 0.15.2
- Library
- peft
- License
- apache-2.0
- Created
- May 20, 2024
- Updated
- May 20, 2024