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ft-google-gemma-2b-it-qlora
tsk-18/ft-google-gemma-2b-it-qlora
ft-google-gemma-2b-it-qlora is a machine learning model from tsk-18. 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 other.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Library
- peft
- License
- other
- Access
- Public
- Created
- Mar 9, 2024
- Updated
- Mar 10, 2024
- SHA
- 24b3b2f5
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. -->
ft-google-gemma-2b-it-qlora
This model is a fine-tuned version of google/gemma-2b-it on the None dataset. It achieves the following results on the evaluation set:
- Loss: 1.6079
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: 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: constant
- num_epochs: 5
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 0.2365 | 1.0 | 1 | 2.6422 |
| 0.1717 | 2.0 | 2 | 2.2893 |
| 0.1298 | 3.0 | 3 | 1.9988 |
| 0.0971 | 4.0 | 4 | 1.7610 |
| 0.0673 | 5.0 | 5 | 1.6079 |
Framework versions
- PEFT 0.9.0
- Transformers 4.38.2
- Pytorch 2.1.2
- Datasets 2.18.0
- Tokenizers 0.15.2
- Library
- peft
- License
- other
- Created
- Mar 9, 2024
- Updated
- Mar 10, 2024