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TinyLlama2-jp-122M
HachiML/TinyLlama2-jp-122M
TinyLlama2-jp-122M is a text generation model from HachiML. 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.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Text Generation
- Library
- transformers
- License
- apache-2.0
- Model type
- llama
- Access
- Public
- Created
- Mar 3, 2024
- Updated
- Mar 3, 2024
- SHA
- e09fbf45
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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. -->
TinyLlama2-jp
This model is a fine-tuned version of TinyLlama/TinyLlama-1.1B-Chat-v1.0 on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 3.2892
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: 156
- eval_batch_size: 156
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: cosine
- lr_scheduler_warmup_steps: 200
- num_epochs: 1
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 7.4756 | 0.06 | 100 | 5.4296 |
| 4.936 | 0.12 | 200 | 4.5938 |
| 4.3958 | 0.18 | 300 | 4.2302 |
| 4.1193 | 0.24 | 400 | 4.0358 |
| 3.9439 | 0.3 | 500 | 3.8978 |
| 3.8234 | 0.36 | 600 | 3.7824 |
| 3.714 | 0.41 | 700 | 3.6923 |
| 3.6277 | 0.47 | 800 | 3.6110 |
| 3.5376 | 0.53 | 900 | 3.5401 |
| 3.4791 | 0.59 | 1000 | 3.4743 |
| 3.4058 | 0.65 | 1100 | 3.4219 |
| 3.3582 | 0.71 | 1200 | 3.3737 |
| 3.3272 | 0.77 | 1300 | 3.3387 |
| 3.2892 | 0.83 | 1400 | 3.3123 |
| 3.2655 | 0.89 | 1500 | 3.2962 |
| 3.2511 | 0.95 | 1600 | 3.2892 |
Framework versions
- Transformers 4.38.2
- Pytorch 2.1.0+cu121
- Datasets 2.18.0
- Tokenizers 0.15.2
- Task
- Text Generation
- Library
- transformers
- Type
- llama
- License
- apache-2.0
- Created
- Mar 3, 2024
- Updated
- Mar 3, 2024