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Permunda

Ganaraj

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ganarajpr

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reacted to OzTianlu's post with 🤗 7 days ago

We deleted the Embedding Layer -- INTRO Our Collins-Embedding-3M https://huggingface.co/NoesisLab/Collins-Embedding-3M Most "small" models are just giant vocab tables in a trench coat. Collins-3M changes that. By using 2-Universal Hashing and Chernoff-bound noise suppression, we’ve collapsed the embedding space into a fixed O(1) hash-map. * STSB: 0.7114 (Beating many 100M+ models) * Size: 3M (Edge-ready, IoT-ready) * Tech: Randomized Sign-Hashing + RoPE positional injection. Built by NoesisLab

liked a model 7 days ago

sarvamai/sarvam-30b

liked a model 10 days ago

BestWishYsh/Helios-Distilled

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upvoted a paper about 2 years ago

DocLLM: A layout-aware generative language model for multimodal document understanding

Paper • 2401.00908 • Published Dec 31, 2023 • 189

upvoted a collection about 2 years ago

Kan-LLaMA [ಕನ್-LLama]

Tensoic's suite of Kannada Llama • 8 items • Updated Jan 24, 2024 • 38