USC-Applied-NLP-Group/SQL-Generation at 4022db346100960e5c19aa28a1774bab591807dc

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4 contributors

Tweaked compare_result to work with proper directory, updated rag python notebook prompt and vector stores to increase accuracy

4022db3 15 days ago

__pycache__
updated rag evaluation function to match that from baseline testing 16 days ago
deepseek-coder-1.3b-instruct
Add column evaluator 17 days ago
fine-tuned-model-16
finished finetuning with 16 rank lora 16 days ago
fine-tuned-model-8-diff
trained 8 rank LoRA finetuned model, saving train and validation datasets to disk 18 days ago
fine-tuned-model-8
first cut at fine-tuning with masked training, working but very very slow for inference 19 days ago
nba-data
added nba kaggle sqlite database and testing python notebook about 1 month ago
src
Tweaked compare_result to work with proper directory, updated rag python notebook prompt and vector stores to increase accuracy 15 days ago
train-data
Upload data_augmentation.tsv file (still need to go through queries and check if they are valid) 16 days ago
train.hf
trained 8 rank LoRA finetuned model, saving train and validation datasets to disk 18 days ago
val-16.hf
finished finetuning with 16 rank lora 16 days ago
val.hf
trained 8 rank LoRA finetuned model, saving train and validation datasets to disk 18 days ago
.gitattributes

1.56 kB

added nba kaggle sqlite database and testing python notebook about 1 month ago
README.md

5.11 kB

Test 25 days ago
augment_data.ipynb

13.6 kB

first cut at adding data augmentation python notebook 20 days ago
database_setup.ipynb

1.81 kB

added nba kaggle sqlite database and testing python notebook about 1 month ago
demo.py

5.42 kB

Renamed demo script and added initial pre-trained test python notebook 25 days ago
demo_rag.py

12 kB

Move paht to a variable 17 days ago
finetune_model.ipynb

214 kB

fix cuda 15 days ago
rag_metadata.py

2.3 kB

Create rag_metadata.py 17 days ago
test_finetuned.ipynb

31 kB

switch fine-tuned evaluation script to use 8 rank model 18 days ago
test_pretrained.ipynb

18 kB

Fix bug on function evaluation 16 days ago
test_rag.ipynb

1.06 MB

Tweaked compare_result to work with proper directory, updated rag python notebook prompt and vector stores to increase accuracy 15 days ago
test_rag.py

19.4 kB

Updating compare result function in src directory, fixing small issues in test_rag prompt, adding test_rag notebook 15 days ago