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SFT-Mistral-7B
EllaScheltinga/SFT-Mistral-7B
SFT-Mistral-7B is a machine learning model from EllaScheltinga. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for peft. 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
- Library
- peft
- License
- apache-2.0
- Access
- Public
- Created
- Aug 8, 2024
- Updated
- Aug 9, 2024
- SHA
- c3c7c53d
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. -->
SFT-Mistral-7B
This model is a fine-tuned version of mistralai/Mistral-7B-v0.3 on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.5508
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: 5
- eval_batch_size: 5
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 3.0
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 0.6775 | 1.0 | 116 | 0.5821 |
| 0.5916 | 2.0 | 232 | 0.5567 |
| 0.5204 | 3.0 | 348 | 0.5508 |
Framework versions
- PEFT 0.12.0
- Transformers 4.44.0
- Pytorch 2.0.1
- Datasets 2.20.0
- Tokenizers 0.19.1
- Library
- peft
- License
- apache-2.0
- Created
- Aug 8, 2024
- Updated
- Aug 9, 2024