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gemma-2b-dolly-qa
Codingjackking/gemma-2b-dolly-qa
gemma-2b-dolly-qa is a machine learning model from Codingjackking. 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. --
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At a glance
- Library
- peft
- License
- gemma
- Access
- Public
- Created
- Apr 28, 2024
- Updated
- Apr 28, 2024
- SHA
- e2920349
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-2b-dolly-qa
This model is a fine-tuned version of google/gemma-2b on the generator dataset. It achieves the following results on the evaluation set:
- Loss: 2.0223
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: 1e-05
- train_batch_size: 8
- eval_batch_size: 8
- seed: 42
- gradient_accumulation_steps: 2
- total_train_batch_size: 16
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_ratio: 0.05
- training_steps: 1480
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 2.9293 | 1.6393 | 100 | 2.5752 |
| 2.4386 | 3.2787 | 200 | 2.2894 |
| 2.2528 | 4.9180 | 300 | 2.1724 |
| 2.1653 | 6.5574 | 400 | 2.1080 |
| 2.1144 | 8.1967 | 500 | 2.0766 |
| 2.087 | 9.8361 | 600 | 2.0583 |
| 2.0697 | 11.4754 | 700 | 2.0473 |
| 2.0493 | 13.1148 | 800 | 2.0395 |
| 2.0472 | 14.7541 | 900 | 2.0341 |
| 2.0311 | 16.3934 | 1000 | 2.0300 |
| 2.029 | 18.0328 | 1100 | 2.0267 |
| 2.0233 | 19.6721 | 1200 | 2.0245 |
| 2.0177 | 21.3115 | 1300 | 2.0230 |
| 2.0136 | 22.9508 | 1400 | 2.0223 |
Framework versions
- PEFT 0.10.0
- Transformers 4.40.1
- Pytorch 2.1.0.post0+cxx11.abi
- Datasets 2.19.0
- Tokenizers 0.19.1
- Library
- peft
- License
- gemma
- Created
- Apr 28, 2024
- Updated
- Apr 28, 2024