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USC-Applied-NLP-Group
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SQL-Generation
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USC Applied NLP Group
5
TensorBoard
Safetensors
arxiv:
1910.09700
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1
57326c2
SQL-Generation
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4 contributors
History:
60 commits
DeanGumas
Added testing on small database to test_rag notebook, removed excess print statements
57326c2
19 days ago
__pycache__
updated rag evaluation function to match that from baseline testing
20 days ago
deepseek-coder-1.3b-instruct
Add column evaluator
21 days ago
fine-tuned-model-16
finished finetuning with 16 rank lora
20 days ago
fine-tuned-model-8-diff
trained 8 rank LoRA finetuned model, saving train and validation datasets to disk
22 days ago
fine-tuned-model-8
first cut at fine-tuning with masked training, working but very very slow for inference
23 days ago
nba-data
added nba kaggle sqlite database and testing python notebook
about 1 month ago
src
Updated compare_result function to allow passing the cursor, also re-ran test_pretrained and test_rag with updated loss function
19 days ago
train-data
Upload data_augmentation.tsv file (still need to go through queries and check if they are valid)
20 days ago
train.hf
trained 8 rank LoRA finetuned model, saving train and validation datasets to disk
22 days ago
val-16.hf
finished finetuning with 16 rank lora
20 days ago
val.hf
trained 8 rank LoRA finetuned model, saving train and validation datasets to disk
22 days ago
.gitattributes
Safe
1.56 kB
added nba kaggle sqlite database and testing python notebook
about 1 month ago
README.md
5.11 kB
Test
29 days ago
augment_data.ipynb
13.6 kB
first cut at adding data augmentation python notebook
24 days ago
database_setup.ipynb
Safe
1.81 kB
added nba kaggle sqlite database and testing python notebook
about 1 month ago
demo.py
Safe
5.42 kB
Renamed demo script and added initial pre-trained test python notebook
29 days ago
demo_rag.py
12 kB
Move paht to a variable
21 days ago
finetune_model.ipynb
214 kB
fix cuda
19 days ago
rag_metadata.py
2.3 kB
Create rag_metadata.py
21 days ago
test_finetuned.ipynb
31 kB
switch fine-tuned evaluation script to use 8 rank model
22 days 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
19 days ago
test_rag.ipynb
23.4 kB
Added testing on small database to test_rag notebook, removed excess print statements
19 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
19 days ago