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gemma-2-2b-it-sum-sft-full_1epochs
martimfasantos/gemma-2-2b-it-sum-sft-full_1epochs
gemma-2-2b-it-sum-sft-full_1epochs is a machine learning model from martimfasantos. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as gemma.
should probably proofread and complete it, then remove this comment. --
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At a glance
- License
- gemma
- Model type
- gemma2
- Access
- Public
- Created
- Aug 2, 2024
- Updated
- Aug 3, 2024
- SHA
- 25cd92d0
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. -->
gemma-2-2b-it-sum-sft-full_1epochs
This model is a fine-tuned version of google/gemma-2-2b-it on the martimfasantos/openai-summarize-tldr dataset. It achieves the following results on the evaluation set:
- Loss: 2.1641
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: 2e-05
- train_batch_size: 1
- eval_batch_size: 2
- seed: 42
- distributed_type: multi-GPU
- gradient_accumulation_steps: 16
- total_train_batch_size: 16
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: cosine
- lr_scheduler_warmup_ratio: 0.1
- num_epochs: 1
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 2.1688 | 0.9994 | 1350 | 2.1641 |
Framework versions
- Transformers 4.43.3
- Pytorch 2.1.2
- Datasets 2.20.0
- Tokenizers 0.19.1
- Type
- gemma2
- License
- gemma
- Created
- Aug 2, 2024
- Updated
- Aug 3, 2024