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topic_modelling / funcs

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History: 16 commits

Sonnyjim's picture

Changed Phi model to smaller StableLM 2 1.6. Fixed a None type detection error.

1f1a1c7 over 1 year ago

__init__.py

0 Bytes

first commit over 1 year ago
anonymiser.py

8.82 kB

Added option to reduce outliers based on closest topic over 1 year ago
bertopic_hierarchical_documents.py

15.4 kB

Changed Phi model to smaller StableLM 2 1.6. Fixed a None type detection error. over 1 year ago
bertopic_hierarchical_documents_to_df.py

12.2 kB

Changed Phi model to smaller StableLM 2 1.6. Fixed a None type detection error. over 1 year ago
bertopic_vis_documents.py

10.1 kB

Split off LLM representation, visualisation, and reduce outliers from main function. Added hierarchical visualisation and logs over 1 year ago
embeddings.py

2.84 kB

Switched embeddings model to BGE Small 1.5 as Jina seemed unable to do zero shot topic modelling properly over 1 year ago
helper_functions.py

5.03 kB

Split off LLM representation, visualisation, and reduce outliers from main function. Added hierarchical visualisation and logs over 1 year ago
prompts.py

4.86 kB

Model export changed to safetensors. Improved representational model function. Got zero shot topic modelling working over 1 year ago
representation_model.py

6.38 kB

Changed Phi model to smaller StableLM 2 1.6. Fixed a None type detection error. over 1 year ago