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llama3-8b-instruct-text-to-sql
Shivam17818/llama3-8b-instruct-text-to-sql
llama3-8b-instruct-text-to-sql is a machine learning model from Shivam17818. 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 cc-by-sa-4.0.
should probably proofread and complete it, then remove this comment. --
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Repo size
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At a glance
- Library
- peft
- License
- cc-by-sa-4.0
- Access
- Public
- Created
- Aug 14, 2024
- Updated
- Aug 26, 2024
- SHA
- 997484d8
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. -->
llama3-8b-instruct-text-to-sql
This model is a fine-tuned version of defog/llama-3-sqlcoder-8b on the generator dataset.
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: 0.0002
- train_batch_size: 1
- 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: 0.03
- num_epochs: 1
Training results
Framework versions
- PEFT 0.12.0
- Transformers 4.44.2
- Pytorch 2.1.2
- Datasets 2.21.0
- Tokenizers 0.19.1
- Library
- peft
- License
- cc-by-sa-4.0
- Created
- Aug 14, 2024
- Updated
- Aug 26, 2024