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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 8 days ago

sarvamai/sarvam-30b

liked a model 10 days ago

BestWishYsh/Helios-Distilled

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New activity in Kijai/LTXV2_comfy about 1 month ago

VAELoaderKJ Roadblock

#27 opened about 2 months ago by

New activity in onnx-community/embeddinggemma-300m-ONNX about 2 months ago

Conversion to ONNX

#21 opened 5 months ago by

New activity in mixedbread-ai/mxbai-rerank-large-v2 8 months ago

ONNX

#10 opened 10 months ago by