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myBit-Llama2-jp-127M-test-9
HachiML/myBit-Llama2-jp-127M-test-9
myBit-Llama2-jp-127M-test-9 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
- cdd5ebce
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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-9
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: 5.7432
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: 0.0024
- 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 |
|---|---|---|---|
| 8.0298 | 0.04 | 100 | 6.8090 |
| 6.6646 | 0.07 | 200 | 6.4142 |
| 6.6122 | 0.11 | 300 | 6.5336 |
| 6.3178 | 0.15 | 400 | 6.1932 |
| 6.2234 | 0.18 | 500 | 6.2133 |
| 6.3775 | 0.22 | 600 | 6.4767 |
| 6.5634 | 0.26 | 700 | 6.2278 |
| 6.2821 | 0.29 | 800 | 6.2418 |
| 6.2629 | 0.33 | 900 | 6.1478 |
| 6.1722 | 0.37 | 1000 | 6.1330 |
| 6.1431 | 0.4 | 1100 | 6.0922 |
| 6.1409 | 0.44 | 1200 | 6.0402 |
| 6.1356 | 0.48 | 1300 | 6.0740 |
| 6.0952 | 0.51 | 1400 | 6.0125 |
| 6.0549 | 0.55 | 1500 | 5.9976 |
| 6.1898 | 0.59 | 1600 | 6.0319 |
| 6.0732 | 0.62 | 1700 | 5.9750 |
| 6.0315 | 0.66 | 1800 | 5.9562 |
| 6.016 | 0.7 | 1900 | 5.9223 |
| 5.9743 | 0.74 | 2000 | 5.8803 |
| 5.9404 | 0.77 | 2100 | 6.0148 |
| 5.9275 | 0.81 | 2200 | 5.8391 |
| 5.8828 | 0.85 | 2300 | 5.8070 |
| 5.872 | 0.88 | 2400 | 5.7854 |
| 5.8438 | 0.92 | 2500 | 5.7637 |
| 5.8367 | 0.96 | 2600 | 5.7564 |
| 5.8266 | 0.99 | 2700 | 5.7432 |
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