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Mistral-7B-Ours-SFT
MathGenie/Mistral-7B-Ours-SFT
Mistral-7B-Ours-SFT is a text generation model from MathGenie. 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.
This model is a fine-tuned version of Mistral-7B-v0.1. It achieves the following results on the evaluation set:
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At a glance
- Task
- Text Generation
- Library
- transformers
- License
- apache-2.0
- Model type
- mistral
- Access
- Public
- Created
- Jul 3, 2024
- Updated
- Jul 3, 2024
- SHA
- 055a260d
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Base models
Model card
From the Hugging Face model README
Mistral-7B-Ours-SFT
This model is a fine-tuned version of Mistral-7B-v0.1. It achieves the following results on the evaluation set:
- Loss: 0.2716
Model description
This is a model fine-tuned for mathematical problem-solving.
Intended uses & limitations
The model is intended for solving math problems.
Training and evaluation data
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 1e-05
- train_batch_size: 4
- eval_batch_size: 4
- seed: 42
- distributed_type: multi-GPU
- num_devices: 8
- gradient_accumulation_steps: 2
- total_train_batch_size: 64
- total_eval_batch_size: 32
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: cosine
- lr_scheduler_warmup_ratio: 0.1
- num_epochs: 3
Framework versions
- Transformers 4.38.2
- Pytorch 2.1.2
- Datasets 2.14.6
- Tokenizers 0.15.2
- Task
- Text Generation
- Library
- transformers
- Type
- mistral
- License
- apache-2.0
- Languages
- en
- Created
- Jul 3, 2024
- Updated
- Jul 3, 2024