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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, weโve 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
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New activity in
Kijai/LTXV2_comfy
about 2 months ago
VAELoaderKJ Roadblock
10
#27 opened 2 months ago by
Metryman55
New activity in
onnx-community/embeddinggemma-300m-ONNX
2 months ago
Conversion to ONNX
2
#21 opened 5 months ago by
Ganaraj
New activity in
mixedbread-ai/mxbai-rerank-large-v2
9 months ago
ONNX
๐
2
1
#10 opened 10 months ago by
hiauiarau