Pinned Repositories
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.
double-descent-curve
Double Descent Curve with Optical Random Features
ducksearch
Efficient BM25 with DuckDB 🦆
lightonml
Python library for running large-scale computations on LightOn's OPUs
newma
Implementation of NEWMA: a new method for scalable model-free online change-point detection
opu-benchmarks
ML benchmarks performance featuring LightOn's Optical Processing Unit (OPU) vs CPU and GPU.
principled-dfa-training
Code for our paper on best practices to train neural networks with direct feedback alignment (DFA).
pylate
Late Interaction Models Training & Retrieval
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.
transfer-learning-opu
Optical Transfer Learning
LightOn's Repositories
lightonai/pylate
Late Interaction Models Training & Retrieval
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.
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.
lightonai/ducksearch
Efficient BM25 with DuckDB 🦆
lightonai/lightonml
Python library for running large-scale computations on LightOn's OPUs
lightonai/double-descent-curve
Double Descent Curve with Optical Random Features
lightonai/transfer-learning-opu
Optical Transfer Learning
lightonai/opu-benchmarks
ML benchmarks performance featuring LightOn's Optical Processing Unit (OPU) vs CPU and GPU.
lightonai/lairgpt
Inference code in Pytorch for GPT-like models, such as PAGnol, a family of models with up to 1.5B parameters, trained on datasets in French.
lightonai/newma-md
Conformational exploration SARS-CoV-2 (coronavirus responsible for COVID-19)
lightonai/lightonmuse
Python client for the LightOn Muse API
lightonai/akronomicon
Public rankings of extreme-scale models
lightonai/double-trouble-in-double-descent
Double Trouble in the Double Descent Curve with Optical Processing Units.
lightonai/paradigm-client
Python client for LightOn Paradigm
lightonai/composer
Supercharge Your Model Training
lightonai/datatrove
Freeing data processing from scripting madness by providing a set of platform-agnostic customizable pipeline processing blocks.
lightonai/causal-conv1d-amd
Port of causal-conv1d to run and run efficiently on AMD.
lightonai/lightonmuse-sagemaker-sdk
lightonai/js-lightonmuse
lightonai/mamba-amd
Port of Mamba to run and run efficiently on AMD.
lightonai/muse-docs
Documentation for the Muse API.
lightonai/muse-google-sheets
Source code for the integration of Muse in Google Sheets.
lightonai/.github
lightonai/chroma
the AI-native open-source embedding database
lightonai/muse-examples
Collection of examples for the Muse models.
lightonai/outlines
Structured Text Generation
lightonai/text-embeddings-inference
A blazing fast inference solution for text embeddings models
lightonai/text-generation-inference
Large Language Model Text Generation Inference
lightonai/torchtune
lightonai/vllm
A high-throughput and memory-efficient inference and serving engine for LLMs