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Running
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Zero
Commit History
Hopefully now LLM download from hub should work
cdcd7af
Note about LLM not working now successfully added!
e2dfc1e
Sean-Case
commited on
Added note to say that LLM representation is not currently working on the HF website
3b4333f
Sean-Case
commited on
Trying to download LLM to local_dir instead of cache_dir
539aba9
Sean-Case
commited on
LLM model save is failing in Huggingface - attempting instead to save to base folder
c2bf185
Sean-Case
commited on
Some text changes. Fixed a couple of TF-IDF embeddings issues
87306c7
Sean-Case
commited on
Switched embeddings to low resource TF-IDF by default. Some text changes.
a7fdf3b
Sean-Case
commited on
Fixed file load with files including capital letters
9c6425d
Added clean data options, improved re-representation options and visualisation. General format changes
4effac0
Allowed for loading in external topic labels. A few visualisation modifications.
b27bab2
Model save now checks and makes a folder before writing the model
356791c
Lots of general fixes. New visualisations, fixed hierarchical vis for zero shot. Added calc all probabilities.
b4510a6
Changed Phi model to smaller StableLM 2 1.6. Fixed a None type detection error.
1f1a1c7
Disabled console logging as it was getting in the way of file load into the app
731ed23
Switched embeddings model to BGE Small 1.5 as Jina seemed unable to do zero shot topic modelling properly
be094ee
Added minimum similarity slider for zero shot topic modelling
0fe5421
Sean-Case
commited on
model and hierarchy details should now save properly
6622531
Split off LLM representation, visualisation, and reduce outliers from main function. Added hierarchical visualisation and logs
5d87c3c
More efficient embeddings save and representations load/process. Custom visualisation hover option added, formatting improvements. Version 0.1?
ffe5eb2
App should now check if embeddings are loaded before topic modelling. And will save only once.
9eeba1e
Hopefully fixed install and load of LLM model on systems without a HF_HOME environmental variable
32cf9fb
Sean-Case
commited on
Added option to reduce outliers based on closest topic
e09dd3b
Returned TruncatedSVD components to 100 - higher values don't seem to help
43ac0d8
Sean-Case
commited on
Greatly increased low resource process dimensions for higher quality. Visualisations disabled by default to increase speed.
fac3624
Sean-Case
commited on
Greatly improved low resource mode speed (at cost of potential quality)
aa3df37
Sean-Case
commited on
Changed zero shot min similarity to 0.5
0b7839c
Added controls for saving topic models and visualisation. Removed custom UMAP layer
81f1b56
Now should save embeddings by default. Added random seed to representation
e0f53cc
Sean-Case
commited on
Fixed llm_config, environmental variable, zero shot topic model errors with quick embeddings
ff32b4a
Sean-Case
commited on
removed cpu_config as causing problems
82b1ab1
Sean-Case
commited on
Model export changed to safetensors. Improved representational model function. Got zero shot topic modelling working
4cfed8e
Sean-Case
commited on
Removed reference to environmental variable
72f2310
Changed readme colour to yellow
50c085f
Sean-Case
commited on