USC-Applied-NLP-Group
/

SQL-Generation

Model card Files Files and versions Metrics Training metrics Community

Ctrl+K

Ctrl+K

4 contributors

History: 39 commits

MikeTerekhov's picture

Create test_rag.py

03182a1 verified 16 days ago

deepseek-coder-1.3b-instruct
Add column evaluator 16 days ago
fine-tuned-model-16
Storing 16 and 32 rank LoRA finetuned models 18 days ago
fine-tuned-model-32
Storing 16 and 32 rank LoRA finetuned models 18 days ago
fine-tuned-model-8-diff
trained 8 rank LoRA finetuned model, saving train and validation datasets to disk 17 days ago
fine-tuned-model-8
first cut at fine-tuning with masked training, working but very very slow for inference 18 days ago
nba-data
added nba kaggle sqlite database and testing python notebook about 1 month ago
train-data
first cut at adding data augmentation python notebook 19 days ago
train.hf
trained 8 rank LoRA finetuned model, saving train and validation datasets to disk 17 days ago
val.hf
trained 8 rank LoRA finetuned model, saving train and validation datasets to disk 17 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 24 days ago
augment_data.ipynb

13.6 kB

first cut at adding data augmentation python notebook 19 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 24 days ago
finetune_model.ipynb

256 kB

added fine-tune testing on validation set with short queries only 16 days ago
test_finetuned.ipynb

31 kB

switch fine-tuned evaluation script to use 8 rank model 17 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 23 days ago
test_rag.py

16.5 kB

Create test_rag.py 16 days ago