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cc100-zh-Hans-unsupervised-20241110-165558
autoprogrammer/cc100-zh-Hans-unsupervised-20241110-165558
cc100-zh-Hans-unsupervised-20241110-165558 is a text generation model from autoprogrammer. 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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At a glance
- Task
- Text Generation
- Library
- transformers
- License
- llama3.2
- Model type
- llama
- Access
- Public
- Created
- Nov 11, 2024
- Updated
- Nov 11, 2024
- SHA
- db42ee67
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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. -->
cc100-zh-Hans-unsupervised-20241110-165558
This model is a fine-tuned version of meta-llama/Llama-3.2-1B-Instruct on the cc100 dataset. It achieves the following results on the evaluation set:
- Loss: 3.5122
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: 5e-05
- train_batch_size: 24
- eval_batch_size: 16
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- training_steps: 3000
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 4.3331 | 0.0833 | 250 | 4.3223 |
| 4.07 | 0.1667 | 500 | 4.1778 |
| 3.8022 | 0.25 | 750 | 4.1002 |
| 4.2938 | 0.3333 | 1000 | 3.9540 |
| 4.1352 | 0.4167 | 1250 | 3.9815 |
| 2.9199 | 0.5 | 1500 | 3.8021 |
| 4.3933 | 0.5833 | 1750 | 3.7528 |
| 3.6174 | 0.6667 | 2000 | 3.6856 |
| 3.5882 | 0.75 | 2250 | 3.6198 |
| 3.847 | 0.8333 | 2500 | 3.5746 |
| 3.5199 | 0.9167 | 2750 | 3.5320 |
| 3.735 | 1.0 | 3000 | 3.5122 |
Framework versions
- Transformers 4.45.2
- Pytorch 2.4.1
- Datasets 2.19.1
- Tokenizers 0.20.1
- Task
- Text Generation
- Library
- transformers
- Type
- llama
- License
- llama3.2
- Created
- Nov 11, 2024
- Updated
- Nov 11, 2024