medi-llm / src

Commit History

Add demo UI, token attention rollout & top5 table; clean ignores
42e56c5

Preetham22 commited on

fix model paths, retrain, perform inference
4e592d4

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modify files to accomodate inference script
c27b2d2

Preetham22 commited on

update test csv file path
f294e5b

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script for generating test data
9d9cc25

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train image only model
da5aec8

Preetham22 commited on

modify path in train script
7a0a9dd

Preetham22 commited on

modify train.py for wandb
fb6c490

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Resolve paths to images
10fdd1f

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Add new tests
5b886c6

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Add changes for CI complicance
54d948e

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add new tests and fixed paths
83c4f3c

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added safeguards
716c074

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fixed csv path in generate_emr_csv.py
3154902

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Auto-format code with Black
562137e

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formatting changes
b136189

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Add tests, formatting, and CI enhancements with pre-commit support
9218201

Preetham22 commited on

fixed formatting
56f8ce8

Preetham22 commited on

made formatting changes for CI pipeline
af86b36

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Made changes to optimize hyperparams for ablation study
c8b8d35

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made directory changes, after findind the optimal data generation script
376c77f

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experimenting with data to make it more realistic
c6cd3a4

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trained different models and plotted accuracy curves
d4b6438

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changes to incorporate text only, image only model modes
54b189d

Preetham22 commited on

made changes to dataset script to do text-only or image-only training
5e5b0f6

Preetham22 commited on

hyper parameter tuning complete best params in train.py
8bafee5

Preetham22 commited on

made changes to avoid overfitting
e4a5d84

Preetham22 commited on

modified data generator and optuna trainer to prevent overfitting
0c8a8ec

Preetham22 commited on

hyperparameter tuning with optuna, wandb
19ce6c7

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first version of model training script
3ae5670

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created a dataset for csvfiles, images
78a6fe0

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added init.py in src to make it a pkg, made changes in multimodal_model.py
68e9545

Preetham22 commited on

Created a multimodal model to combine text and images
f93c46a

Preetham22 commited on

made path changes to generate_emr, tested using data_preprocessing
37e344c

Preetham22 commited on

Added Script to generate emr data in csv
350af03

Preetham22 commited on