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Starred repositories

57 stars written in Python
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[ICLR'25] OpenRCA: Can Large Language Models Locate the Root Cause of Software Failures?

Python 196 23 Updated Oct 21, 2025

ZO2 (Zeroth-Order Offloading): Full Parameter Fine-Tuning 175B LLMs with 18GB GPU Memory [COLM2025]

Python 193 15 Updated Jul 16, 2025

The official implementation of "ML-Master: Towards AI-for-AI via Integration of Exploration and Reasoning"

Python 188 28 Updated Oct 29, 2025

[NeurIPS 2024] Code for the paper "Diffusion of Thoughts: Chain-of-Thought Reasoning in Diffusion Language Models"

Python 182 15 Updated Mar 4, 2025

[NeurIPS 2024] Agent Planning with World Knowledge Model

Python 153 11 Updated Dec 17, 2024

Framework enabling modular interchange of language agents, environments, and optimizers

Python 110 14 Updated Nov 5, 2025

Official code repo for the paper "LlaSMol: Advancing Large Language Models for Chemistry with a Large-Scale, Comprehensive, High-Quality Instruction Tuning Dataset"

Python 98 17 Updated Jun 9, 2025

The code for creating the iGSM datasets in papers "Physics of Language Models Part 2.1, Grade-School Math and the Hidden Reasoning Process" (arxiv 2407.20311) and "Physics of Language Models Part 2…

Python 79 7 Updated Jan 12, 2025

Two Heads are Better Than One: Test-time Scaling of Multi-agent Collaborative Reasoning (NeurIPS2026-SEA)

Python 78 6 Updated Apr 19, 2025

🧪 A comprehensive chemistry library for Python.

Python 65 14 Updated Jan 11, 2023

ChemReasoner - Catalyst Discovery via Large Language Model-driven Reasoning

Python 58 8 Updated May 20, 2025

Memory Mosaics are networks of associative memories working in concert to achieve a prediction task.

Python 51 2 Updated Jan 30, 2025
Python 43 1 Updated Oct 29, 2024

The code implementation of Symbolic-MoE

Python 43 7 Updated Sep 2, 2025

[NeurIPS 2024] "Can Language Models Perform Robust Reasoning in Chain-of-thought Prompting with Noisy Rationales?"

Python 37 3 Updated Jul 18, 2025

The simplest, fastest repository for training/finetuning medium-sized GPTs with LoRA support.

Python 28 5 Updated Feb 19, 2024

simpleR1: A Simple Framework for Training R1-like Models

Python 27 2 Updated Aug 12, 2025

[ICLR 2024 Spotlight] "Negative Label Guided OOD Detection with Pretrained Vision-Language Models"

Python 21 1 Updated Oct 23, 2024
Python 15 Updated Jul 29, 2025

[NeurIPS 2024] "Self-Calibrated Tuning of Vision-Language Models for Out-of-Distribution Detection"

Python 14 1 Updated Oct 28, 2024

[ICML 2025] Hierarchical Graph Tokenization for Molecule-Language Alignment

Python 13 1 Updated Aug 18, 2025

[NeurIPS 2024 Oral] "Bayesian-Guided Label Mapping for Visual Reprogramming"

Python 11 1 Updated Dec 20, 2024

[NeurIPS 2024] "What If the Input is Expanded in OOD Detection?"

Python 9 Updated Oct 28, 2024
Python 4 1 Updated Aug 19, 2025

Python translation (and extension) of the Tetrad java code.

Python 3 Updated Nov 13, 2021
Python 2 Updated Apr 4, 2025