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[ICLR'25] OpenRCA: Can Large Language Models Locate the Root Cause of Software Failures?
ZO2 (Zeroth-Order Offloading): Full Parameter Fine-Tuning 175B LLMs with 18GB GPU Memory [COLM2025]
The official implementation of "ML-Master: Towards AI-for-AI via Integration of Exploration and Reasoning"
[NeurIPS 2024] Code for the paper "Diffusion of Thoughts: Chain-of-Thought Reasoning in Diffusion Language Models"
[NeurIPS 2024] Agent Planning with World Knowledge Model
Framework enabling modular interchange of language agents, environments, and optimizers
Official code repo for the paper "LlaSMol: Advancing Large Language Models for Chemistry with a Large-Scale, Comprehensive, High-Quality Instruction Tuning Dataset"
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…
Two Heads are Better Than One: Test-time Scaling of Multi-agent Collaborative Reasoning (NeurIPS2026-SEA)
🧪 A comprehensive chemistry library for Python.
ChemReasoner - Catalyst Discovery via Large Language Model-driven Reasoning
Memory Mosaics are networks of associative memories working in concert to achieve a prediction task.
[NeurIPS 2024] "Can Language Models Perform Robust Reasoning in Chain-of-thought Prompting with Noisy Rationales?"
danielgrittner / nanoGPT-LoRA
Forked from karpathy/nanoGPTThe simplest, fastest repository for training/finetuning medium-sized GPTs with LoRA support.
simpleR1: A Simple Framework for Training R1-like Models
tmlr-group / NegLabel
Forked from XueJiang16/NegLabel[ICLR 2024 Spotlight] "Negative Label Guided OOD Detection with Pretrained Vision-Language Models"
tmlr-group / SCT
Forked from warriors-30/SCT[NeurIPS 2024] "Self-Calibrated Tuning of Vision-Language Models for Out-of-Distribution Detection"
[ICML 2025] Hierarchical Graph Tokenization for Molecule-Language Alignment
tmlr-group / BayesianLM
Forked from caichengyi/BayesianLM[NeurIPS 2024 Oral] "Bayesian-Guided Label Mapping for Visual Reprogramming"
tmlr-group / CoVer
Forked from ZBox1005/CoVer[NeurIPS 2024] "What If the Input is Expanded in OOD Detection?"
Biwei-Huang / causal-learn
Forked from py-why/causal-learnPython translation (and extension) of the Tetrad java code.