Projects in Awesome Lists by lightonai
A curated list of projects in awesome lists by lightonai .
https://github.com/lightonai/pylate
Late Interaction Models Training & Retrieval
colbert information-retrieval language-model rag
Last synced: 25 Feb 2026
https://github.com/lightonai/fast-plaid
High-Performance Engine for Multi-Vector Search
colbert colpali information-retrieval rust vector-database
Last synced: 10 Oct 2025
https://github.com/lightonai/rita
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.
deep-learning generative-models protein-design
Last synced: 26 Aug 2025
https://github.com/lightonai/dfa-scales-to-modern-deep-learning
Study on the applicability of Direct Feedback Alignment to neural view synthesis, recommender systems, geometric learning, and natural language processing.
Last synced: 26 Aug 2025
https://github.com/lightonai/ducksearch
Efficient BM25 with DuckDB 🦆
bm25 duckdb information-retrieval
Last synced: 26 Aug 2025
https://github.com/lightonai/newma
Implementation of NEWMA: a new method for scalable model-free online change-point detection
change-point-detection hardware-acceleration high-dimensional-data machine-learning paper python timeseries
Last synced: 26 Aug 2025
https://github.com/lightonai/transfer-learning-opu
Optical Transfer Learning
deep-learning machine-learning photonic-computing tensorrt transfer-learning
Last synced: 26 Aug 2025
https://github.com/lightonai/double-descent-curve
Double Descent Curve with Optical Random Features
machine-learning optical-network photonic-computing random-features ridge-regression
Last synced: 26 Aug 2025
https://github.com/lightonai/supervised-random-projections
Python implementation of supervised PCA, supervised random projections, and their kernel counterparts.
kernel-methods machine-leanring pca randomization
Last synced: 26 Aug 2025
https://github.com/lightonai/opu-benchmarks
ML benchmarks performance featuring LightOn's Optical Processing Unit (OPU) vs CPU and GPU.
hardware-acceleration machine-learning photonic-computing
Last synced: 26 Aug 2025
https://github.com/lightonai/principled-dfa-training
Code for our paper on best practices to train neural networks with direct feedback alignment (DFA).
direct-feedback-alignment neural-networks
Last synced: 26 Aug 2025
https://github.com/lightonai/reinforcement-learning-opu
Code to perform Model-Free Episodic Control using Aurora OPUs
machine-learning optical-network photonic-computing reinforcement-learning
Last synced: 26 Aug 2025
https://github.com/lightonai/newma-md
Conformational exploration SARS-CoV-2 (coronavirus responsible for COVID-19)
change-point-detection covid-19 molecular-dynamics newma photonic-computing
Last synced: 26 Aug 2025
https://github.com/lightonai/contrastive-embeddings-for-neural-architectures
Architecture embeddings independent from the parametrization of the search space
contrastive-learning neural-architecture-search
Last synced: 26 Aug 2025
https://github.com/lightonai/double-trouble-in-double-descent
Double Trouble in the Double Descent Curve with Optical Processing Units.
kernel-averaging machine-learning machinelearning photonic-computing
Last synced: 26 Aug 2025
https://github.com/lightonai/akronomicon
Public rankings of extreme-scale models
Last synced: 26 Aug 2025
https://github.com/lightonai/gists
Self-contained code snippets using LightOn's technology
hardware-acceleration machine-learning photonic-computing
Last synced: 26 Aug 2025
https://github.com/lightonai/adversarial-robustness-by-design
A new defense mechanism against adversarial attacks through Optical Processing Units and synthetic gradients.
Last synced: 18 Oct 2025
https://github.com/lightonai/phase-retrieval-opu
Minimal code to perform phase retrieval on LightOn OPUs
Last synced: 26 Aug 2025
https://github.com/lightonai/paradigm-client
Python client for LightOn Paradigm
Last synced: 26 Aug 2025
https://github.com/lightonai/pylate-rs
PyLate efficient inference engine
colbert late-interaction python rust wasm
Last synced: 08 Jul 2025
https://github.com/lightonai/distilabel
Distilabel is a framework for synthetic data and AI feedback for engineers who need fast, reliable and scalable pipelines based on verified research papers.
Last synced: 26 Aug 2025
https://github.com/lightonai/muse-examples
Collection of examples for the Muse models.
Last synced: 05 Sep 2025
https://github.com/lightonai/muse-google-sheets
Source code for the integration of Muse in Google Sheets.
google-script google-sheets muse
Last synced: 26 Aug 2025