Pranjal2041 / AdaptiveConsistencyLinks
Let's Sample Step by Step: Adaptive-Consistency for Efficient Reasoning with LLMs
☆39Updated last year
Alternatives and similar repositories for AdaptiveConsistency
Users that are interested in AdaptiveConsistency are comparing it to the libraries listed below
Sorting:
- The official repository of "Improving Large Language Models via Fine-grained Reinforcement Learning with Minimum Editing Constraint"☆38Updated last year
- Code for "Seeking Neural Nuggets: Knowledge Transfer in Large Language Models from a Parametric Perspective"☆33Updated last year
- [NeurIPS'24] Weak-to-Strong Search: Align Large Language Models via Searching over Small Language Models☆64Updated last year
- [ACL 2024 Findings] CriticBench: Benchmarking LLMs for Critique-Correct Reasoning☆28Updated last year
- ☆14Updated 2 years ago
- Reproduction of "RLCD Reinforcement Learning from Contrast Distillation for Language Model Alignment☆69Updated 2 years ago
- [𝐄𝐌𝐍𝐋𝐏 𝐅𝐢𝐧𝐝𝐢𝐧𝐠𝐬 𝟐𝟎𝟐𝟒 & 𝐀𝐂𝐋 𝟐𝟎𝟐𝟒 𝐍𝐋𝐑𝐒𝐄 𝐎𝐫𝐚𝐥] 𝘌𝘯𝘩𝘢𝘯𝘤𝘪𝘯𝘨 𝘔𝘢𝘵𝘩𝘦𝘮𝘢𝘵𝘪𝘤𝘢𝘭 𝘙𝘦𝘢𝘴𝘰𝘯𝘪𝘯…☆51Updated last year
- Directional Preference Alignment☆58Updated last year
- Source code of "Reasons to Reject? Aligning Language Models with Judgments"☆58Updated last year
- This repository contains the code and data for the paper "VisOnlyQA: Large Vision Language Models Still Struggle with Visual Perception o…☆27Updated 5 months ago
- The code and data for the paper JiuZhang3.0☆49Updated last year
- [EMNLP 2025] WebAgent-R1: Training Web Agents via End-to-End Multi-Turn Reinforcement Learning☆62Updated last month
- ☆16Updated last year
- Official repository for MATES: Model-Aware Data Selection for Efficient Pretraining with Data Influence Models [NeurIPS 2024]☆76Updated last year
- Official implementation of Bootstrapping Language Models via DPO Implicit Rewards☆45Updated 7 months ago
- Improving Language Understanding from Screenshots. Paper: https://arxiv.org/abs/2402.14073☆31Updated last year
- [ACL'25] Mosaic-IT: Cost-Free Compositional Data Synthesis for Instruction Tuning☆20Updated 2 months ago
- ☆103Updated 2 years ago
- [2025-TMLR] A Survey on the Honesty of Large Language Models☆63Updated last year
- Methods and evaluation for aligning language models temporally☆30Updated last year
- [NAACL 2025] The official implementation of paper "Learning From Failure: Integrating Negative Examples when Fine-tuning Large Language M…☆29Updated last year
- Code & Data for our Paper "Alleviating Hallucinations of Large Language Models through Induced Hallucinations"☆69Updated last year
- Unofficial Implementation of Chain-of-Thought Reasoning Without Prompting☆34Updated last year
- ☆44Updated last year
- [NeurIPS 2024] A comprehensive benchmark for evaluating critique ability of LLMs☆48Updated last year
- Code for "Can Retriever-Augmented Language Models Reason? The Blame Game Between the Retriever and the Language Model", EMNLP Findings 20…☆28Updated 2 years ago
- The source code of "Merging Experts into One: Improving Computational Efficiency of Mixture of Experts (EMNLP 2023)":☆40Updated last year
- RENT (Reinforcement Learning via Entropy Minimization) is an unsupervised method for training reasoning LLMs.☆41Updated last month
- the instructions and demonstrations for building a formal logical reasoning capable GLM☆55Updated last year
- [ICLR'24 spotlight] Tool-Augmented Reward Modeling☆51Updated 6 months ago