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2 articles found

The 1.8M-Parameter Language Model That Questions Everything We Know About Scale
data-curation
Featured

The 1.8M-Parameter Language Model That Questions Everything We Know About Scale

An enthusiast’s journey training a minimal-scale LLM from scratch reveals how architectural innovation and obsessive data curation can squeeze GPT-2 level quality into 25MB.

#data-curation#from-scratch#retention-mechanism...
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The 4chan Training Data Paradox: When Raw Chaos Outperforms Curated Purity
4chan

The 4chan Training Data Paradox: When Raw Chaos Outperforms Curated Purity

Assistant_Pepe_8B, an open-source model trained on 4chan data, just beat Nvidia’s Nemotron. The results challenge everything we thought we knew about data quality and the ‘alignment tax’ in LLM development.

#4chan#Assistant-Pepe#data-curation...
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