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myBit-Llama2-jp-127M-test-5
HachiML/myBit-Llama2-jp-127M-test-5
myBit-Llama2-jp-127M-test-5 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 10, 2024
- Updated
- Mar 10, 2024
- SHA
- adf1164e
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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. -->
myBit-Llama2-jp-127M-test-5
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: 8.9523
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: 6e-05
- train_batch_size: 96
- eval_batch_size: 96
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: polynomial
- lr_scheduler_warmup_steps: 250
- num_epochs: 1
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 9.7481 | 0.04 | 100 | 8.9526 |
| 8.17 | 0.07 | 200 | 7.3998 |
| 6.9639 | 0.11 | 300 | 6.7999 |
| 6.5874 | 0.15 | 400 | 6.4947 |
| 6.3463 | 0.18 | 500 | 6.3007 |
| 6.18 | 0.22 | 600 | 6.1431 |
| 6.0112 | 0.26 | 700 | 5.9703 |
| 5.8465 | 0.29 | 800 | 5.8159 |
| 5.7114 | 0.33 | 900 | 5.7018 |
| 5.5979 | 0.36 | 1000 | 5.6067 |
| 5.518 | 0.4 | 1100 | 5.5270 |
| 5.4294 | 0.44 | 1200 | 5.4639 |
| 5.3976 | 0.47 | 1300 | 5.4143 |
| 5.3487 | 0.51 | 1400 | 5.3701 |
| 5.3162 | 0.55 | 1500 | 5.3509 |
| 5.2915 | 0.58 | 1600 | 5.3452 |
| 5.3009 | 0.62 | 1700 | 5.3910 |
| 5.3894 | 0.66 | 1800 | 5.5080 |
| 5.5553 | 0.69 | 1900 | 5.7414 |
| 5.9356 | 0.73 | 2000 | 6.2225 |
| 6.515 | 0.77 | 2100 | 6.8978 |
| 7.2177 | 0.8 | 2200 | 7.5843 |
| 7.8453 | 0.84 | 2300 | 8.1251 |
| 8.3069 | 0.88 | 2400 | 8.5042 |
| 8.6156 | 0.91 | 2500 | 8.7458 |
| 8.8104 | 0.95 | 2600 | 8.8901 |
| 8.9132 | 0.99 | 2700 | 8.9523 |
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 10, 2024
- Updated
- Mar 10, 2024