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mistral_o1_5_full
CharlesLi/mistral_o1_5_full
mistral_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 7, 2025
- Updated
- Jan 7, 2025
- SHA
- 19e3785d
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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. -->
mistral_o1_5_full
This model is a fine-tuned version of mistralai/Mistral-7B-Instruct-v0.1 on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.5849
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 |
|---|---|---|---|
| 0.7053 | 0.0824 | 100 | 0.7166 |
| 0.7157 | 0.1648 | 200 | 0.7360 |
| 0.7015 | 0.2472 | 300 | 0.7378 |
| 0.6937 | 0.3296 | 400 | 0.7115 |
| 0.6718 | 0.4120 | 500 | 0.6946 |
| 0.6401 | 0.4944 | 600 | 0.6726 |
| 0.6232 | 0.5768 | 700 | 0.6494 |
| 0.6021 | 0.6593 | 800 | 0.6263 |
| 0.5771 | 0.7417 | 900 | 0.6054 |
| 0.5587 | 0.8241 | 1000 | 0.5935 |
| 0.5512 | 0.9065 | 1100 | 0.5863 |
| 0.5406 | 0.9889 | 1200 | 0.5847 |
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 7, 2025
- Updated
- Jan 7, 2025