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tiny-llama-oa-qlora
dvijay/tiny-llama-oa-qlora
tiny-llama-oa-qlora is a text generation model from dvijay. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as apache-2.0.
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At a glance
- Task
- Text Generation
- Library
- transformers
- License
- apache-2.0
- Model type
- llama
- Access
- Public
- Created
- Jan 9, 2024
- Updated
- Jan 9, 2024
- SHA
- 1cfc1f8e
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Base models
Model card
From the Hugging Face model README
dvijay/tiny-llama-oa-qlora
This model is a fine-tuned version of TinyLlama/TinyLlama-1.1B-intermediate-step-1431k-3T on the openassistant-guanaco dataset. It achieves the following results on the evaluation set:
- Loss: 1.4810
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 0.0002
- 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: cosine
- lr_scheduler_warmup_steps: 10
- num_epochs: 3
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 1.5565 | 1.02 | 105 | 1.5177 |
| 1.5181 | 2.03 | 211 | 1.4840 |
| 1.3823 | 2.93 | 306 | 1.4810 |
Framework versions
- Transformers 4.35.2
- Pytorch 2.0.1+cu118
- Datasets 2.15.0
- Tokenizers 0.15.0
- Task
- Text Generation
- Library
- transformers
- Type
- llama
- License
- apache-2.0
- Created
- Jan 9, 2024
- Updated
- Jan 9, 2024