Alternatives and similar repositories for Montessori-Instruct

Users that are interested in Montessori-Instruct are comparing it to the libraries listed below

• MingLiiii / Layer_Gradient
  [ACL'25 Oral] What Happened in LLMs Layers when Trained for Fast vs. Slow Thinking: A Gradient Perspective
  ☆74Updated 6 months ago
• clinicalml / co-llm
  Co-LLM: Learning to Decode Collaboratively with Multiple Language Models
  ☆123Updated last year
• Quehry / HelloBench
  HelloBench: Evaluating Long Text Generation Capabilities of Large Language Models
  ☆53Updated last year
• HKUNLP / critic-rl
  [ICML 2025] Teaching Language Models to Critique via Reinforcement Learning
  ☆120Updated 8 months ago
• voidism / Lookback-Lens
  Code for the EMNLP 2024 paper "Detecting and Mitigating Contextual Hallucinations in Large Language Models Using Only Attention Maps"
  ☆143Updated 2 months ago
• hkust-nlp / B-STaR
  B-STAR: Monitoring and Balancing Exploration and Exploitation in Self-Taught Reasoners
  ☆86Updated 7 months ago
• GAIR-NLP / weak-to-strong-reasoning
  ☆58Updated last year
• fangyuan-ksgk / CoT-Reasoning-without-Prompting
  Unofficial Implementation of Chain-of-Thought Reasoning Without Prompting
  ☆34Updated last year
• xufangzhi / phi-Decoding
  [ACL 2025] An inference-time decoding strategy with adaptive foresight sampling
  ☆105Updated 7 months ago
• SihengLi99 / SEALONG
  Large Language Models Can Self-Improve in Long-context Reasoning
  ☆73Updated last year
• starrYYxuan / LeCo
  This the implementation of LeCo
  ☆31Updated 11 months ago
• chujiezheng / LLM-Extrapolation
  Official repository for ACL 2025 paper "Model Extrapolation Expedites Alignment"
  ☆76Updated 7 months ago
• YangLing0818 / SuperCorrect-llm
  [ICLR 2025] SuperCorrect: Advancing Small LLM Reasoning with Thought Template Distillation and Self-Correction
  ☆86Updated 9 months ago
• open-compass / Ada-LEval
  The official implementation of "Ada-LEval: Evaluating long-context LLMs with length-adaptable benchmarks"
  ☆56Updated 7 months ago
• Luckfort / CD
  [COLING'25] Exploring Concept Depth: How Large Language Models Acquire Knowledge at Different Layers?
  ☆82Updated 11 months ago
• ScalerLab / JudgeBench
  ☆107Updated last year
• MingyuJ666 / The-Impact-of-Reasoning-Step-Length-on-Large-Language-Models
  [ACL'24] Chain of Thought (CoT) is significant in improving the reasoning abilities of large language models (LLMs). However, the correla…
  ☆46Updated 7 months ago
• QwenLM / Self-Lengthen
  ☆94Updated last year
• open-compass / ProSA
  [EMNLP 2024 Findings] ProSA: Assessing and Understanding the Prompt Sensitivity of LLMs
  ☆29Updated 7 months ago
• HITsz-TMG / ICL-State-Vector
  ☆12Updated last year
• test-time-interaction / TTI
  ☆68Updated 6 months ago
• GAIR-NLP / OlympicArena
  [NeurIPS 2024] OlympicArena: Benchmarking Multi-discipline Cognitive Reasoning for Superintelligent AI
  ☆107Updated 10 months ago
• TIGER-AI-Lab / General-Reasoner
  General Reasoner: Advancing LLM Reasoning Across All Domains [NeurIPS25]
  ☆210Updated last month
• open-compass / CriticEval
  [NeurIPS 2024] A comprehensive benchmark for evaluating critique ability of LLMs
  ☆48Updated last year
• KbsdJames / omni-math-rule
  The rule-based evaluation subset and code implementation of Omni-MATH
  ☆26Updated last year
• shawnricecake / Heima
  Code for Heima
  ☆58Updated 8 months ago
• TIGER-AI-Lab / LongICLBench
  Code and Data for "Long-context LLMs Struggle with Long In-context Learning" [TMLR2025]
  ☆110Updated 10 months ago
• shizhediao / R-Tuning
  [NAACL 2024 Outstanding Paper] Source code for the NAACL 2024 paper entitled "R-Tuning: Instructing Large Language Models to Say 'I Don't…
  ☆126Updated last year
• DAMO-NLP-SG / LongPO
  [ICLR 2025] LongPO: Long Context Self-Evolution of Large Language Models through Short-to-Long Preference Optimization
  ☆43Updated 10 months ago
• kevinwu23 / StanfordClashEval
  ☆37Updated 11 months ago