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mistral_sky_o1_5_full
CharlesLi/mistral_sky_o1_5_full
mistral_sky_o1_5_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 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
- mistral
- Access
- Public
- Created
- Jan 14, 2025
- Updated
- Jan 14, 2025
- SHA
- 23ed283b
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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. -->
mistral_sky_o1_5_full
This model is a fine-tuned version of mistralai/Mistral-7B-Instruct-v0.1 on the generator dataset. It achieves the following results on the evaluation set:
- Loss: 0.5358
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 |
|---|---|---|---|
| 0.7175 | 0.0835 | 100 | 0.6957 |
| 0.679 | 0.1669 | 200 | 0.6798 |
| 0.6507 | 0.2504 | 300 | 0.6593 |
| 0.6291 | 0.3339 | 400 | 0.6436 |
| 0.6013 | 0.4174 | 500 | 0.6191 |
| 0.5802 | 0.5008 | 600 | 0.6022 |
| 0.5516 | 0.5843 | 700 | 0.5789 |
| 0.5256 | 0.6678 | 800 | 0.5654 |
| 0.5129 | 0.7513 | 900 | 0.5521 |
| 0.4936 | 0.8347 | 1000 | 0.5406 |
| 0.4851 | 0.9182 | 1100 | 0.5366 |
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
- mistral
- License
- apache-2.0
- Created
- Jan 14, 2025
- Updated
- Jan 14, 2025