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SQL-Generation

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4 contributors

History: 36 commits

DeanGumas's picture

Adding validation set testing of newly fine-tuned model

98e9ca0 19 days ago

deepseek-coder-1.3b-instruct
train data eda notebook 26 days ago
fine-tuned-model-16
Storing 16 and 32 rank LoRA finetuned models 21 days ago
fine-tuned-model-32
Storing 16 and 32 rank LoRA finetuned models 21 days ago
fine-tuned-model-8-diff
trained 8 rank LoRA finetuned model, saving train and validation datasets to disk 19 days ago
fine-tuned-model-8
first cut at fine-tuning with masked training, working but very very slow for inference 21 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 21 days ago
train.hf
trained 8 rank LoRA finetuned model, saving train and validation datasets to disk 19 days ago
val.hf
trained 8 rank LoRA finetuned model, saving train and validation datasets to disk 19 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 26 days ago
augment_data.ipynb

13.6 kB

first cut at adding data augmentation python notebook 21 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 26 days ago
finetune_model.ipynb

231 kB

Adding validation set testing of newly fine-tuned model 19 days ago
test_finetuned.ipynb

31 kB

switch fine-tuned evaluation script to use 8 rank model 19 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 25 days ago