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LlaMa_3.1_8B
nitinnovtech-ai-space/LlaMa_3.1_8B
LlaMa_3.1_8B is a machine learning model from nitinnovtech-ai-space. 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 llama3.1.
should probably proofread and complete it, then remove this comment. --
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Repo size
671 MB
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1
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At a glance
- Library
- peft
- License
- llama3.1
- Access
- Public
- Created
- Sep 17, 2024
- Updated
- Sep 21, 2024
- SHA
- b33600b9
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. -->
LlaMa_3.1_8B
This model is a fine-tuned version of meta-llama/Meta-Llama-3.1-8B on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.5818
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: 2
- eval_batch_size: 2
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_ratio: 0.1
- training_steps: 450
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 0.7086 | 0.0615 | 100 | 0.6413 |
| 0.6102 | 0.1229 | 200 | 0.6121 |
| 0.596 | 0.1844 | 300 | 0.5943 |
| 0.5438 | 0.2459 | 400 | 0.5818 |
Framework versions
- PEFT 0.12.0
- Transformers 4.44.2
- Pytorch 2.4.1+cu121
- Datasets 3.0.0
- Tokenizers 0.19.1
- Library
- peft
- License
- llama3.1
- Created
- Sep 17, 2024
- Updated
- Sep 21, 2024