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llama-3.1-8b
neverland-th/llama-3.1-8b
llama-3.1-8b is a text generation model from neverland-th. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as llama3.2.
should probably proofread and complete it, then remove this comment. --
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101 GB on disk
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At a glance
- Task
- Text Generation
- Library
- transformers
- License
- llama3.2
- Model type
- llama
- Access
- Public
- Created
- Sep 26, 2024
- Updated
- Sep 28, 2024
- SHA
- 5a4393f2
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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. -->
results
This model is a fine-tuned version of meta-llama/Llama-3.2-3b-instruct on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 1.7028
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: 3e-05
- train_batch_size: 4
- eval_batch_size: 8
- seed: 42
- gradient_accumulation_steps: 6
- total_train_batch_size: 24
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 5
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 1.7756 | 0.9982 | 94 | 1.7306 |
| 1.62 | 1.9965 | 188 | 1.7028 |
| 1.5795 | 2.9947 | 282 | 1.7088 |
| 1.4914 | 3.9929 | 376 | 1.7279 |
| 1.4776 | 4.9912 | 470 | 1.7412 |
Framework versions
- Transformers 4.45.1
- Pytorch 2.4.1+cu121
- Datasets 3.0.1
- Tokenizers 0.20.0
- Task
- Text Generation
- Library
- transformers
- Type
- llama
- License
- llama3.2
- Created
- Sep 26, 2024
- Updated
- Sep 28, 2024