USC-Applied-NLP-Group
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SQL-Generation

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9.38 GB

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4 contributors

History: 28 commits

DeanGumas's picture

added python notebook for testing finetuned model

62c7f8d 12 months ago

deepseek-coder-1.3b-instruct
train data eda notebook 12 months ago
fine-tuned-model
First decent attempt, seems to generate valid queries after pre-training. Needs evaluation still 12 months ago
nba-data
added nba kaggle sqlite database and testing python notebook 12 months ago
train-data
Merge branch 'main' of https://huggingface.co/USC-Applied-NLP-Group/SQL-Generation into main 12 months ago
.gitattributes
1.56 kB
added nba kaggle sqlite database and testing python notebook 12 months ago
README.md
5.11 kB
Test 12 months ago
database_setup.ipynb
1.81 kB
added nba kaggle sqlite database and testing python notebook 12 months ago
demo.py
5.42 kB
Renamed demo script and added initial pre-trained test python notebook 12 months ago
finetune_model.ipynb
47.9 kB
First decent attempt, seems to generate valid queries after pre-training. Needs evaluation still 12 months ago
test_finetuned.ipynb
79.9 kB
added python notebook for testing finetuned model 12 months ago
test_pretrained.ipynb
31.8 kB
ran full testing with updated prompt, improves team and other_stats performance, slight drop on game performance 12 months ago