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Bit-Llama2-jp-122M-test-1
HachiML/Bit-Llama2-jp-122M-test-1
Bit-Llama2-jp-122M-test-1 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
- abbe65b4
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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. -->
BitNet-based-Llama2-jp-test
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: 92.3872
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 |
|---|---|---|---|
| 92.3586 | 0.06 | 100 | 92.3876 |
| 92.3629 | 0.12 | 200 | 92.3877 |
| 92.3395 | 0.18 | 300 | 92.3753 |
| 92.3229 | 0.24 | 400 | 92.3346 |
| 92.3158 | 0.3 | 500 | 92.3378 |
| 92.3411 | 0.36 | 600 | 92.3068 |
| 92.3362 | 0.42 | 700 | 92.3086 |
| 92.3304 | 0.48 | 800 | 92.3751 |
| 92.3344 | 0.55 | 900 | 92.3510 |
| 92.3355 | 0.61 | 1000 | 92.3283 |
| 92.3628 | 0.67 | 1100 | 92.3356 |
| 92.337 | 0.73 | 1200 | 92.3693 |
| 92.3825 | 0.79 | 1300 | 92.3734 |
| 92.3569 | 0.85 | 1400 | 92.2878 |
| 92.3633 | 0.91 | 1500 | 92.3738 |
| 92.3392 | 0.97 | 1600 | 92.3872 |
Framework versions
- Transformers 4.36.2
- Pytorch 2.2.0+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