USC-Applied-NLP-Group
/

SQL-Generation

Model card Files Files and versions Metrics Training metrics Community

Ctrl+K

Ctrl+K

4 contributors

History: 37 commits

DeanGumas's picture

added fine-tune testing on validation set with short queries only

f94c0b8 13 days ago

deepseek-coder-1.3b-instruct
train data eda notebook 20 days ago
fine-tuned-model-16
Storing 16 and 32 rank LoRA finetuned models 15 days ago
fine-tuned-model-32
Storing 16 and 32 rank LoRA finetuned models 15 days ago
fine-tuned-model-8-diff
trained 8 rank LoRA finetuned model, saving train and validation datasets to disk 13 days ago
fine-tuned-model-8
first cut at fine-tuning with masked training, working but very very slow for inference 15 days ago
nba-data
added nba kaggle sqlite database and testing python notebook 27 days ago
train-data
first cut at adding data augmentation python notebook 15 days ago
train.hf
trained 8 rank LoRA finetuned model, saving train and validation datasets to disk 13 days ago
val.hf
trained 8 rank LoRA finetuned model, saving train and validation datasets to disk 13 days ago
.gitattributes

1.56 kB

added nba kaggle sqlite database and testing python notebook 27 days ago
README.md

5.11 kB

Test 20 days ago
augment_data.ipynb

13.6 kB

first cut at adding data augmentation python notebook 15 days ago
database_setup.ipynb

1.81 kB

added nba kaggle sqlite database and testing python notebook 27 days ago
demo.py

5.42 kB

Renamed demo script and added initial pre-trained test python notebook 20 days ago
finetune_model.ipynb

256 kB

added fine-tune testing on validation set with short queries only 13 days ago
test_finetuned.ipynb

31 kB

switch fine-tuned evaluation script to use 8 rank model 13 days ago
test_pretrained.ipynb

31.8 kB

ran full testing with updated prompt, improves team and other_stats performance, slight drop on game performance 19 days ago