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@lightonai

LightOn

Rethink AI for the Enterprise​
README.md

LightOn

We help businesses seize the opportunities of Gen AI, by putting confidentiality and value creation at the heart of our solutions.

Open source work

We release models and datasets at https://huggingface.co/lightonai.

Join us

LightOn is hiring! We are always looking for talented individuals to join our team and help us build the Generative AI Copilot.

We are not credentials-driven. We want to understand your unique background and what you can bring to the team. You should be eligible to work in the EU, but all exceptional profiles will be considered.

Popular repositories Loading

  1. pylate pylate Public

    Late Interaction Models Training & Retrieval

    Python 727 65

  2. fast-plaid fast-plaid Public

    High-Performance Engine for Multi-Vector Search

    Python 214 17

  3. next-plaid next-plaid Public

    NextPlaid, ColGREP: Multi-vector search, from database to coding agents.

    Rust 167 14

  4. RITA RITA Public

    RITA is a family of autoregressive protein models, developed by LightOn in collaboration with the OATML group at Oxford and the Debora Marks Lab at Harvard.

    Python 98 7

  5. dfa-scales-to-modern-deep-learning dfa-scales-to-modern-deep-learning Public archive

    Study on the applicability of Direct Feedback Alignment to neural view synthesis, recommender systems, geometric learning, and natural language processing.

    Python 89 14

  6. pylate-rs pylate-rs Public

    PyLate efficient inference engine

    Rust 73 8

Repositories

Showing 10 of 46 repositories
  • pylate Public

    Late Interaction Models Training & Retrieval

    lightonai/pylate’s past year of commit activity
    Python 727 MIT 65 15 9 Updated Feb 27, 2026
  • fast-plaid Public

    High-Performance Engine for Multi-Vector Search

    lightonai/fast-plaid’s past year of commit activity
    Python 214 MIT 17 6 (1 issue needs help) 2 Updated Feb 26, 2026
  • next-plaid Public

    NextPlaid, ColGREP: Multi-vector search, from database to coding agents.

    lightonai/next-plaid’s past year of commit activity
    Rust 167 Apache-2.0 14 4 2 Updated Feb 26, 2026
  • homebrew-colgrep Public

    Homebrew tap for colgrep — semantic code search

    lightonai/homebrew-colgrep’s past year of commit activity
    Ruby 1 0 0 0 Updated Feb 13, 2026
  • fastkmeans-rs Public

    A Rust rewrite of FastKMeans for CPU-based clustering

    lightonai/fastkmeans-rs’s past year of commit activity
    Rust 11 Apache-2.0 0 0 0 Updated Jan 31, 2026
  • distilabel Public

    Distilabel is a framework for synthetic data and AI feedback for engineers who need fast, reliable and scalable pipelines based on verified research papers.

    lightonai/distilabel’s past year of commit activity
    Python 4 Apache-2.0 1 0 0 Updated Jan 30, 2026
  • pylate-rs Public

    PyLate efficient inference engine

    lightonai/pylate-rs’s past year of commit activity
    Rust 73 MIT 8 2 2 Updated Jan 7, 2026
  • marenostrum-requirements Public
    lightonai/marenostrum-requirements’s past year of commit activity
    Python 0 0 0 0 Updated Jan 6, 2026
  • mt-rag-benchmark Public Forked from IBM/mt-rag-benchmark

    Multi-Turn RAG Benchmark

    lightonai/mt-rag-benchmark’s past year of commit activity
    Python 0 Apache-2.0 28 0 0 Updated Sep 18, 2025
  • ring-flash-attn Public

    Just here to get around some import issues with transformers. We need particular versions of transformers and it isn't compatible with the published package.

    lightonai/ring-flash-attn’s past year of commit activity
    Python 1 MIT 0 0 0 Updated Aug 26, 2025
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