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Mistral-7B-Instruct-v0.2_06
Makucas/Mistral-7B-Instruct-v0.2_06
Mistral-7B-Instruct-v0.2_06 is a machine learning model from Makucas. 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
- Jan 14, 2024
- Updated
- Jan 15, 2024
- SHA
- 141b43d4
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-7B-Instruct-v0.2_06
This model is a fine-tuned version of mistralai/Mistral-7B-Instruct-v0.2 on the None dataset. It achieves the following results on the evaluation set:
- Loss: 1.4609
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: 0.0001
- train_batch_size: 8
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: constant
- lr_scheduler_warmup_ratio: 0.3
- num_epochs: 1
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 1.8858 | 0.09 | 20 | 1.6917 |
| 1.4674 | 0.17 | 40 | 1.6269 |
| 1.5588 | 0.26 | 60 | 1.6090 |
| 1.5088 | 0.34 | 80 | 1.5809 |
| 1.2744 | 0.43 | 100 | 1.5596 |
| 1.742 | 0.51 | 120 | 1.5463 |
| 1.3846 | 0.6 | 140 | 1.5289 |
| 1.5378 | 0.68 | 160 | 1.5099 |
| 1.4594 | 0.77 | 180 | 1.4936 |
| 1.191 | 0.85 | 200 | 1.4790 |
| 1.614 | 0.94 | 220 | 1.4609 |
Framework versions
- PEFT 0.7.2.dev0
- Transformers 4.37.0.dev0
- Pytorch 2.1.0+cu121
- Datasets 2.16.1
- Tokenizers 0.15.0
- Library
- peft
- License
- apache-2.0
- Created
- Jan 14, 2024
- Updated
- Jan 15, 2024