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USC-Applied-NLP-Group
/
SQL-Generation
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USC Applied NLP Group
5
TensorBoard
Safetensors
arxiv:
1910.09700
Model card
Files
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xet
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Training metrics
Community
1
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4022db3
SQL-Generation
14.5 GB
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4 contributors
History:
58 commits
DeanGumas
Tweaked compare_result to work with proper directory, updated rag python notebook prompt and vector stores to increase accuracy
4022db3
over 1 year ago
__pycache__
updated rag evaluation function to match that from baseline testing
over 1 year ago
deepseek-coder-1.3b-instruct
Add column evaluator
over 1 year ago
fine-tuned-model-16
finished finetuning with 16 rank lora
over 1 year ago
fine-tuned-model-8-diff
trained 8 rank LoRA finetuned model, saving train and validation datasets to disk
over 1 year ago
fine-tuned-model-8
first cut at fine-tuning with masked training, working but very very slow for inference
over 1 year ago
nba-data
added nba kaggle sqlite database and testing python notebook
over 1 year ago
src
Tweaked compare_result to work with proper directory, updated rag python notebook prompt and vector stores to increase accuracy
over 1 year ago
train-data
Upload data_augmentation.tsv file (still need to go through queries and check if they are valid)
over 1 year ago
train.hf
trained 8 rank LoRA finetuned model, saving train and validation datasets to disk
over 1 year ago
val-16.hf
finished finetuning with 16 rank lora
over 1 year ago
val.hf
trained 8 rank LoRA finetuned model, saving train and validation datasets to disk
over 1 year ago
.gitattributes
1.56 kB
added nba kaggle sqlite database and testing python notebook
over 1 year ago
README.md
5.11 kB
Test
over 1 year ago
augment_data.ipynb
13.6 kB
first cut at adding data augmentation python notebook
over 1 year ago
database_setup.ipynb
1.81 kB
added nba kaggle sqlite database and testing python notebook
over 1 year ago
demo.py
5.42 kB
Renamed demo script and added initial pre-trained test python notebook
over 1 year ago
demo_rag.py
12 kB
Move paht to a variable
over 1 year ago
finetune_model.ipynb
214 kB
fix cuda
over 1 year ago
rag_metadata.py
2.3 kB
Create rag_metadata.py
over 1 year ago
test_finetuned.ipynb
31 kB
switch fine-tuned evaluation script to use 8 rank model
over 1 year ago
test_pretrained.ipynb
18 kB
Fix bug on function evaluation
over 1 year 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
over 1 year 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
over 1 year ago