[ICML 2024] LLM and Simulation as Bilevel Optimizers: A New Paradigm to Advance Physical Scientific Discovery

Certificates proving up to 10^-13 accuracy the conjectured optimal constant stepsize up to around N=20,000.

An extremely fast Python package installer and resolver, written in Rust.

LLM101n: Let's build a Storyteller

Use PyTorch Models with CasADi for data-driven optimization or learning-based optimal control. Supports Acados.

Official implementation for the paper "Model-based Diffusion for Trajectory Optimization". Model-based diffusion (MBD) is a novel diffusion-based trajectory optimization framework that employs a dy…

The code of paper "Toward Optimal LLM Alignments Using Two-Player Games".

Tutorial on pose graph optimization using g2o

Holistic evaluation of multimodal foundation models

A client for llama-cpp server

Fast and memory-efficient exact attention

tic-tac-toe in a single call to printf

Brainfuck interpreter inside printf

Large language model code completion for Emacs

An interactive visualization of convex duality (Fenchel conjugate)

Neural SPH

From the Transistor to the Web Browser, a rough outline for a 12 week course

Official Implementation for "Consistency Flow Matching: Defining Straight Flows with Velocity Consistency"

Neural Optimal Transport with Lagrangian Costs

⚡ InstaFlow! One-Step Stable Diffusion with Rectified Flow (ICLR 2024)

Official Implementation of Rectified Flow (ICLR2023 Spotlight)

Benchmark for Biophysical Sequence Optimization Algorithms

improved Cross Entropy Method for trajectory optimization

A method of ensemble learning for heterogeneous large language models.

OpenCompass is an LLM evaluation platform, supporting a wide range of models (Llama3, Mistral, InternLM2,GPT-4,LLaMa2, Qwen,GLM, Claude, etc) over 100+ datasets.