Alternatives and similar repositories for math

Users that are interested in math are comparing it to the libraries listed below

• openai / grade-school-math
  ☆1,354Updated last year
• openai / prm800k
  800,000 step-level correctness labels on LLM solutions to MATH problems
  ☆2,061Updated 2 years ago
• hendrycks / test
  Measuring Massive Multitask Language Understanding | ICLR 2021
  ☆1,514Updated 2 years ago
• sylinrl / TruthfulQA
  TruthfulQA: Measuring How Models Imitate Human Falsehoods
  ☆830Updated 9 months ago
• anthropics / hh-rlhf
  Human preference data for "Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback"
  ☆1,791Updated 4 months ago
• suzgunmirac / BIG-Bench-Hard
  Challenging BIG-Bench Tasks and Whether Chain-of-Thought Can Solve Them
  ☆521Updated last year
• SinclairCoder / Instruction-Tuning-Papers
  Reading list of Instruction-tuning. A trend starts from Natrural-Instruction (ACL 2022), FLAN (ICLR 2022) and T0 (ICLR 2022).
  ☆770Updated 2 years ago
• lupantech / dl4math
  Resources of deep learning for mathematical reasoning (DL4MATH).
  ☆368Updated last year
• ContextualAI / HALOs
  A library with extensible implementations of DPO, KTO, PPO, ORPO, and other human-aware loss functions (HALOs).
  ☆892Updated last month
• allenai / natural-instructions
  Expanding natural instructions
  ☆1,022Updated last year
• tatsu-lab / alpaca_farm
  A simulation framework for RLHF and alternatives. Develop your RLHF method without collecting human data.
  ☆828Updated last year
• kmeng01 / rome
  Locating and editing factual associations in GPT (NeurIPS 2022)
  ☆680Updated last year
• likenneth / honest_llama
  Inference-Time Intervention: Eliciting Truthful Answers from a Language Model
  ☆553Updated 9 months ago
• ruixiangcui / AGIEval
  ☆767Updated last year
• tatsu-lab / alpaca_eval
  An automatic evaluator for instruction-following language models. Human-validated, high-quality, cheap, and fast.
  ☆1,891Updated 2 months ago
• hendrycks / apps
  APPS: Automated Programming Progress Standard (NeurIPS 2021)
  ☆491Updated last year
• zjunlp / Prompt4ReasoningPapers
  [ACL 2023] Reasoning with Language Model Prompting: A Survey
  ☆986Updated 5 months ago
• bigcode-project / bigcode-evaluation-harness
  A framework for the evaluation of autoregressive code generation language models.
  ☆986Updated 3 months ago
• jeffhj / LM-reasoning
  This repository contains a collection of papers and resources on Reasoning in Large Language Models.
  ☆564Updated last year
• kojima-takeshi188 / zero_shot_cot
  Prod Env
  ☆433Updated 2 years ago
• madaan / self-refine
  LLMs can generate feedback on their work, use it to improve the output, and repeat this process iteratively.
  ☆753Updated last year
• project-numina / aimo-progress-prize
  ☆466Updated last year
• huggingface / Math-Verify
  ☆981Updated 4 months ago
• google-research / prompt-tuning
  Original Implementation of Prompt Tuning from Lester, et al, 2021
  ☆696Updated 7 months ago
• princeton-nlp / SimPO
  [NeurIPS 2024] SimPO: Simple Preference Optimization with a Reference-Free Reward
  ☆924Updated 8 months ago
• andyzoujm / representation-engineering
  Representation Engineering: A Top-Down Approach to AI Transparency
  ☆903Updated last year
• teacherpeterpan / self-correction-llm-papers
  This is a collection of research papers for Self-Correcting Large Language Models with Automated Feedback.
  ☆556Updated last year
• openai / lm-human-preferences
  Code for the paper Fine-Tuning Language Models from Human Preferences
  ☆1,374Updated 2 years ago
• allenai / reward-bench
  RewardBench: the first evaluation tool for reward models.
  ☆646Updated 4 months ago
• MARIO-Math-Reasoning / Super_MARIO
  ☆342Updated 4 months ago