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llama_2_o1_10_full
CharlesLi/llama_2_o1_10_full
llama_2_o1_10_full is a text generation model from CharlesLi. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as llama2.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Text Generation
- Library
- transformers
- License
- llama2
- Model type
- llama
- Access
- Public
- Created
- Jan 29, 2025
- Updated
- Jan 29, 2025
- SHA
- 48640b80
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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. -->
llama_2_o1_10_full
This model is a fine-tuned version of meta-llama/Llama-2-7b-chat-hf on the generator dataset. It achieves the following results on the evaluation set:
- Loss: 0.6120
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: 2e-05
- train_batch_size: 4
- eval_batch_size: 4
- seed: 42
- distributed_type: multi-GPU
- num_devices: 4
- gradient_accumulation_steps: 2
- total_train_batch_size: 32
- total_eval_batch_size: 16
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: cosine
- lr_scheduler_warmup_ratio: 0.1
- num_epochs: 1
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 0.9433 | 0.0615 | 100 | 0.7648 |
| 0.7768 | 0.1230 | 200 | 0.7311 |
| 0.7448 | 0.1844 | 300 | 0.7125 |
| 0.7336 | 0.2459 | 400 | 0.6952 |
| 0.7224 | 0.3074 | 500 | 0.6859 |
| 0.714 | 0.3689 | 600 | 0.6708 |
| 0.6965 | 0.4304 | 700 | 0.6594 |
| 0.6883 | 0.4919 | 800 | 0.6585 |
| 0.6738 | 0.5533 | 900 | 0.6418 |
| 0.6712 | 0.6148 | 1000 | 0.6328 |
| 0.6633 | 0.6763 | 1100 | 0.6239 |
| 0.6641 | 0.7378 | 1200 | 0.6183 |
| 0.6578 | 0.7993 | 1300 | 0.6167 |
| 0.6519 | 0.8607 | 1400 | 0.6141 |
| 0.652 | 0.9222 | 1500 | 0.6122 |
| 0.655 | 0.9837 | 1600 | 0.6117 |
Framework versions
- Transformers 4.44.2
- Pytorch 2.4.1+cu121
- Datasets 3.0.0
- Tokenizers 0.19.1
- Task
- Text Generation
- Library
- transformers
- Type
- llama
- License
- llama2
- Created
- Jan 29, 2025
- Updated
- Jan 29, 2025