Alternatives and similar repositories for math

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

• openai / grade-school-math
  ☆1,384Updated 2 years ago
• openai / prm800k
  800,000 step-level correctness labels on LLM solutions to MATH problems
  ☆2,083Updated 2 years ago
• suzgunmirac / BIG-Bench-Hard
  Challenging BIG-Bench Tasks and Whether Chain-of-Thought Can Solve Them
  ☆544Updated last year
• lupantech / dl4math
  Resources of deep learning for mathematical reasoning (DL4MATH).
  ☆370Updated 2 years ago
• hendrycks / test
  Measuring Massive Multitask Language Understanding | ICLR 2021
  ☆1,543Updated 2 years ago
• tatsu-lab / alpaca_eval
  An automatic evaluator for instruction-following language models. Human-validated, high-quality, cheap, and fast.
  ☆1,936Updated 5 months ago
• sylinrl / TruthfulQA
  TruthfulQA: Measuring How Models Imitate Human Falsehoods
  ☆870Updated last year
• ruixiangcui / AGIEval
  ☆771Updated last year
• allenai / natural-instructions
  Expanding natural instructions
  ☆1,027Updated 2 years ago
• zjunlp / Prompt4ReasoningPapers
  [ACL 2023] Reasoning with Language Model Prompting: A Survey
  ☆994Updated 8 months ago
• SinclairCoder / Instruction-Tuning-Papers
  Reading list of Instruction-tuning. A trend starts from Natrural-Instruction (ACL 2022), FLAN (ICLR 2022) and T0 (ICLR 2022).
  ☆767Updated 2 years ago
• jeffhj / LM-reasoning
  This repository contains a collection of papers and resources on Reasoning in Large Language Models.
  ☆565Updated 2 years ago
• project-numina / aimo-progress-prize
  ☆481Updated last year
• tatsu-lab / alpaca_farm
  A simulation framework for RLHF and alternatives. Develop your RLHF method without collecting human data.
  ☆840Updated last year
• princeton-nlp / SimPO
  [NeurIPS 2024] SimPO: Simple Preference Optimization with a Reference-Free Reward
  ☆941Updated 11 months ago
• declare-lab / instruct-eval
  This repository contains code to quantitatively evaluate instruction-tuned models such as Alpaca and Flan-T5 on held-out tasks.
  ☆551Updated last year
• ContextualAI / HALOs
  A library with extensible implementations of DPO, KTO, PPO, ORPO, and other human-aware loss functions (HALOs).
  ☆899Updated 3 months ago
• likenneth / honest_llama
  Inference-Time Intervention: Eliciting Truthful Answers from a Language Model
  ☆567Updated 11 months ago
• hendrycks / apps
  APPS: Automated Programming Progress Standard (NeurIPS 2021)
  ☆500Updated last year
• google-research / FLAN
  ☆1,560Updated this week
• huggingface / Math-Verify
  ☆1,080Updated 2 weeks ago
• kmeng01 / rome
  Locating and editing factual associations in GPT (NeurIPS 2022)
  ☆717Updated last year
• MARIO-Math-Reasoning / Super_MARIO
  ☆340Updated 7 months ago
• anthropics / hh-rlhf
  Human preference data for "Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback"
  ☆1,808Updated 7 months ago
• allenai / reward-bench
  RewardBench: the first evaluation tool for reward models.
  ☆683Updated last week
• dqxiu / ICL_PaperList
  Paper List for In-context Learning 🌷
  ☆874Updated last year
• facebookresearch / atlas
  Code repository for supporting the paper "Atlas Few-shot Learning with Retrieval Augmented Language Models",(https//arxiv.org/abs/2208.03…
  ☆553Updated 2 years ago
• madaan / self-refine
  LLMs can generate feedback on their work, use it to improve the output, and repeat this process iteratively.
  ☆774Updated last year
• facebookresearch / contriever
  Contriever: Unsupervised Dense Information Retrieval with Contrastive Learning
  ☆767Updated 2 years ago
• teacherpeterpan / self-correction-llm-papers
  This is a collection of research papers for Self-Correcting Large Language Models with Automated Feedback.
  ☆563Updated last year