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Model Details

This is meta-llama/Meta-Llama-3.1-8B with a vocabulary reduced to 32k entries using the Minivoc (with average embeddings) approach. The model has been created, tested, and evaluated by The Kaitchup.

All the details about the Minivoc approach and evaluation in this article: Introducing Minivoc: Faster and Memory-Efficient LLMs Through Vocabulary Reduction

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Collection including kaitchup/Llama-3.1-8B-Minivoc-32k-v0.1a