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Gemma-2-2b-it-medical
adamfendri/Gemma-2-2b-it-medical
Gemma-2-2b-it-medical is a machine learning model from adamfendri. 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 gemma.
should probably proofread and complete it, then remove this comment. --
All-time downloads
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Repo size
101 MB
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At a glance
- Library
- peft
- License
- gemma
- Access
- Public
- Created
- Aug 13, 2024
- Updated
- Sep 4, 2024
- SHA
- 0db46aa8
Base models
Datasets
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. -->
Gemma-2-2b-it-medical
This model is a fine-tuned version of google/gemma-2-2b on an ai-medical-chatbot dataset .
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: 0.0001
- train_batch_size: 4
- eval_batch_size: 4
- seed: 42
- gradient_accumulation_steps: 2
- total_train_batch_size: 8
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 100
- num_epochs: 3
- mixed_precision_training: Native AMP
Framework versions
- PEFT 0.12.0
- Transformers 4.44.0
- Pytorch 2.1.0+cu118
- Datasets 2.21.0
- Tokenizers 0.19.1
- Library
- peft
- License
- gemma
- Created
- Aug 13, 2024
- Updated
- Sep 4, 2024