jxzhangjhu

DCR-consistency

DCR-Consistency: Divide-Conquer-Reasoning for Consistency Evaluation and Improvement of Large Language Models

sac3

Official repo for SAC3: Reliable Hallucination Detection in Black-Box Language Models via Semantic-aware Cross-check Consistency

awesome-LLM-controlled-decoding-generation

awesome-LLM-controlled-constrained-generation

Awesome-LLM-Prompt-Optimization

Awesome-LLM-Prompt-Optimization: a curated list of advanced prompt optimization and tuning methods in Large Language Models

Awesome-LLM-RAG

Awesome-LLM-RAG: a curated list of advanced retrieval augmented generation (RAG) in Large Language Models

Awesome-LLM-Uncertainty-Reliability-Robustness

Awesome-LLM-Robustness: a curated list of Uncertainty, Reliability and Robustness in Large Language Models

Awesome-OOD-detection

SOTA work about out-of-distribution detection

MatDesINNe

Inverse materials design via invertible neural networks

UQpy

UQpy (Uncertainty Quantification with python) is a general purpose Python toolbox for modeling uncertainty in physical and mathematical systems.

GGL

A pytorch implementation of the paper "Auditing Privacy Defenses in Federated Learning via Generative Gradient Leakage".

jxzhangjhu/awesome-llm-role-playing-with-persona

Awesome-llm-role-playing-with-persona: a curated list of resources for large language models for role-playing with assigned personas

jxzhangjhu/jxzhangjhu.github.io

jxzhangjhu/ML-Papers-of-the-Week

🔥Highlighting the top ML papers every week.

jxzhangjhu/AdalFlow

AdalFlow: The library to build & auto-optimize any LLM task.

jxzhangjhu/ai-algorithms

First-principle implementations of various AI algorithms using a wide range of deep learning frameworks, accompanied by relevant research papers

jxzhangjhu/awesome-o1

jxzhangjhu/bayesian-laws-icl

Bayesian scaling laws for in-context learning.

jxzhangjhu/CPO

[NeurIPS 2024] The official implementation of paper: Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs.

jxzhangjhu/deep-learning-pytorch-huggingface

jxzhangjhu/haloscope

source code for NeurIPS'24 paper "HaloScope: Harnessing Unlabeled LLM Generations for Hallucination Detection"

jxzhangjhu/hyqe

jxzhangjhu/Janus

jxzhangjhu/knowledge-infused-ai

jxzhangjhu/Lets-Verify-Step-by-Step

"Improving Mathematical Reasoning with Process Supervision" by OPENAI

jxzhangjhu/LLM-as-a-Judge

jxzhangjhu/LLMAgentPapers

Must-read Papers on LLM Agents.

jxzhangjhu/MoA

Together Mixture-Of-Agents (MoA) – 65.1% on AlpacaEval with OSS models

jxzhangjhu/modelscope-classroom

jxzhangjhu/O1-Journey

O1 Replication Journey: A Strategic Progress Report – Part I

jxzhangjhu/o1_Reasoning_Patterns_Study

jxzhangjhu/openr

OpenR: An Open Source Framework for Advanced Reasoning with Large Language Models

jxzhangjhu/plansearch

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jxzhangjhu/RefChecker

RefChecker provides automatic checking pipeline and benchmark dataset for detecting fine-grained hallucinations generated by Large Language Models.

jxzhangjhu/ReST-MCTS

ReST-MCTS*: LLM Self-Training via Process Reward Guided Tree Search (NeurIPS 2024)

jxzhangjhu/rStar

jxzhangjhu/SSO

A scalable automated alignment method for large language models. Resources for "Aligning Large Language Models via Self-Steering Optimization".

jxzhangjhu/Super_MARIO

jxzhangjhu/swarms

The Enterprise-Grade Production-Ready Multi-Agent Orchestration Framework Join our Community: https://discord.com/servers/agora-999382051935506503

jxzhangjhu/system-2-research

System 2 Reasoning Link Collection

jxzhangjhu/VinePPO

Code for the paper "VinePPO: Unlocking RL Potential For LLM Reasoning Through Refined Credit Assignment"