tvkain
/

lsn-analysis

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Language Specific Neuron SLA

This is done specifically for the Qwen2.5 family of models

Guide

Run load_data.py to fetch data from https://huggingface.co/datasets/wikimedia/wikipedia/viewer/20231101
Calculate the activation from the fetched data with activation.py
Identify language specific neurons with identify.py

Ref

Note taking

python3 load_data_oscar.py --languages en,zh,eu,ga --model-id qwen2.5 --tokenizer Qwen/Qwen2.5-0.5B

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