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Llama-3.2-1B
doganmustafa/Llama-3.2-1B
Llama-3.2-1B is a machine learning model from doganmustafa. 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 llama3.2.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Library
- peft
- License
- llama3.2
- Access
- Public
- Created
- Oct 3, 2024
- Updated
- Oct 3, 2024
- SHA
- 14bd1fa9
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-3.2-1B
This model is a fine-tuned version of meta-llama/Llama-3.2-1B on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.2404
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: 0.0005
- train_batch_size: 8
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: cosine
- lr_scheduler_warmup_steps: 30
- training_steps: 2000
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 0.4565 | 0.05 | 100 | 0.4042 |
| 0.355 | 0.1 | 200 | 0.3224 |
| 0.3004 | 0.15 | 300 | 0.3054 |
| 0.2844 | 0.2 | 400 | 0.2904 |
| 0.2331 | 0.25 | 500 | 0.2829 |
| 0.241 | 0.3 | 600 | 0.2737 |
| 0.3013 | 0.35 | 700 | 0.2682 |
| 0.2619 | 0.4 | 800 | 0.2626 |
| 0.2367 | 0.45 | 900 | 0.2588 |
| 0.2152 | 0.5 | 1000 | 0.2563 |
| 0.2464 | 0.55 | 1100 | 0.2521 |
| 0.2443 | 0.6 | 1200 | 0.2491 |
| 0.2639 | 0.65 | 1300 | 0.2467 |
| 0.2602 | 0.7 | 1400 | 0.2447 |
| 0.291 | 0.75 | 1500 | 0.2434 |
| 0.2524 | 0.8 | 1600 | 0.2419 |
| 0.272 | 0.85 | 1700 | 0.2410 |
| 0.2273 | 0.9 | 1800 | 0.2406 |
| 0.2584 | 0.95 | 1900 | 0.2405 |
| 0.237 | 1.0 | 2000 | 0.2404 |
Framework versions
- PEFT 0.13.0
- Transformers 4.44.2
- Pytorch 2.4.1+cu121
- Datasets 3.0.1
- Tokenizers 0.19.1
- Library
- peft
- License
- llama3.2
- Created
- Oct 3, 2024
- Updated
- Oct 3, 2024