Text model

LFM2.5 ColBERT 350M

350M-parameter bidirectional multilingual retrieval model using per-token ColBERT-style late interaction (MaxSim) for accurate multilingual and cross-lingual search. Supports 11 languages. Built from LFM2.5-350M-Base with bidirectional attention and non-causal convolutions. Available in GGUF format for CPU and edge deployment.

Type
Text
Weights
Open
Downloads
4.7k
Likes
119
Pipeline
sentence similarity
License
other

Model hub

LiquidAI/LFM2.5-ColBERT-350M

Repo
LiquidAI/LFM2.5-ColBERT-350M
Library
PyLate
Access
Public
Technical tags and languages
en es de fr it pt ar sv no ja ko PyLate safetensors lfm2 liquid lfm2.5 edge ColBERT sentence-transformers multi-vector sentence-similarity feature-extraction custom_code
Open on Hugging Face

Papers

1

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About Liquid AI

1

Liquid AI is an MIT spin-off building efficient general-purpose AI models (Liquid Foundation Models, or LFMs) that run on edge devices with less memory and power. They recently raised $250M in Series A funding to scale model development and deployment.