USC-Applied-NLP-Group
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SQL-Generation

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4 contributors

History: 76 commits

licesma's picture

add gpt4 generated queries on test

1570fb6 10 months ago

__pycache__
Notebooks for GPT evaluation 10 months ago
deepseek-coder-1.3b-instruct
Add column evaluator 11 months ago
fine-tuned-model-16
finished finetuning with 16 rank lora 11 months ago
fine-tuned-model-8-diff
trained 8 rank LoRA finetuned model, saving train and validation datasets to disk 11 months ago
fine-tuned-model-8
first cut at fine-tuning with masked training, working but very very slow for inference 11 months ago
nba-data
added nba kaggle sqlite database and testing python notebook 11 months ago
src
clean rag training 10 months ago
train-data
Fix bug 10 months ago
train.hf
trained 8 rank LoRA finetuned model, saving train and validation datasets to disk 11 months ago
val-16.hf
finished finetuning with 16 rank lora 11 months ago
val.hf
trained 8 rank LoRA finetuned model, saving train and validation datasets to disk 11 months ago
.gitattributes

1.56 kB

added nba kaggle sqlite database and testing python notebook 11 months ago
README.md

5.11 kB

Test 11 months ago
augment_data.ipynb

13.6 kB

first cut at adding data augmentation python notebook 11 months ago
chat_gpt_3.5.ipynb

12.1 kB

Notebooks for GPT evaluation 10 months ago
chat_gpt_4.ipynb

12.5 kB

Notebooks for GPT evaluation 10 months ago
create_test_dataset.ipynb

7.38 kB

adding latest test dataset run 10 months ago
database_setup.ipynb

1.81 kB

added nba kaggle sqlite database and testing python notebook 11 months ago
demo.py

5.42 kB

Renamed demo script and added initial pre-trained test python notebook 11 months ago
demo_rag.py

12 kB

Move paht to a variable 11 months ago
finetune_model.ipynb

214 kB

fix cuda 11 months ago
fineturne_augmented.ipynb

220 kB

Notebook for augmented dataset 10 months ago
gpt_4_test.tsv

55.4 kB

add gpt4 generated queries on test 10 months ago
rag_helper.ipynb

8.76 kB

Fix bug 10 months ago
rag_metadata.py

2.3 kB

Create rag_metadata.py 11 months ago
test_finetuned.ipynb

31 kB

switch fine-tuned evaluation script to use 8 rank model 11 months ago
test_pretrained.ipynb

14.5 kB

Updated compare_result function to allow passing the cursor, also re-ran test_pretrained and test_rag with updated loss function 11 months ago
test_rag.ipynb

23.4 kB

Added testing on small database to test_rag notebook, removed excess print statements 11 months 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 11 months ago
test_rag_2.ipynb

16.5 kB

Fix typo in rag 10 months ago
train_dynamic_rag.ipynb

49 kB

clean rag training 10 months ago
train_rag.ipynb

124 kB

Added fine-tuning python notebook for rag 10 months ago