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Mistral-7B-Instruct-v0.1-Txt-2-Presto-SQL
cnatale/Mistral-7B-Instruct-v0.1-Txt-2-Presto-SQL
Mistral-7B-Instruct-v0.1-Txt-2-Presto-SQL is a machine learning model from cnatale. 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
- Model type
- mistral
- Access
- Public
- Created
- Jan 1, 2024
- Updated
- Jan 11, 2024
- SHA
- 809683c9
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-7B-Instruct-v0.1-Txt-2-Presto-SQL
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: 0.6481
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: 4
- 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_steps: 0.03
- training_steps: 80
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 1.3518 | 0.71 | 10 | 1.0787 |
| 1.0171 | 1.43 | 20 | 0.8732 |
| 0.8466 | 2.14 | 30 | 0.7727 |
| 0.7681 | 2.86 | 40 | 0.7219 |
| 0.7008 | 3.57 | 50 | 0.6813 |
| 0.6467 | 4.29 | 60 | 0.6574 |
| 0.6205 | 5.0 | 70 | 0.6487 |
| 0.5791 | 5.71 | 80 | 0.6481 |
Framework versions
- PEFT 0.7.1
- Transformers 4.36.2
- Pytorch 2.1.2+cu121
- Datasets 2.16.1
- Tokenizers 0.15.0
- Library
- peft
- Type
- mistral
- License
- apache-2.0
- Created
- Jan 1, 2024
- Updated
- Jan 11, 2024