Alternatives and similar repositories for automated-interpretability

Users that are interested in automated-interpretability are comparing it to the libraries listed below

• anthropics / hh-rlhf
  Human preference data for "Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback"
  ☆1,787Updated 3 months ago
• andyzoujm / representation-engineering
  Representation Engineering: A Top-Down Approach to AI Transparency
  ☆886Updated last year
• openai / prm800k
  800,000 step-level correctness labels on LLM solutions to MATH problems
  ☆2,054Updated 2 years ago
• tatsu-lab / alpaca_farm
  A simulation framework for RLHF and alternatives. Develop your RLHF method without collecting human data.
  ☆825Updated last year
• reasoning-machines / pal
  PaL: Program-Aided Language Models (ICML 2023)
  ☆511Updated 2 years ago
• likenneth / honest_llama
  Inference-Time Intervention: Eliciting Truthful Answers from a Language Model
  ☆549Updated 8 months ago
• hendrycks / test
  Measuring Massive Multitask Language Understanding | ICLR 2021
  ☆1,503Updated 2 years ago
• princeton-nlp / MeZO
  [NeurIPS 2023] MeZO: Fine-Tuning Language Models with Just Forward Passes. https://arxiv.org/abs/2305.17333
  ☆1,128Updated last year
• kmeng01 / memit
  Mass-editing thousands of facts into a transformer memory (ICLR 2023)
  ☆516Updated last year
• yuchenlin / LLM-Blender
  [ACL2023] We introduce LLM-Blender, an innovative ensembling framework to attain consistently superior performance by leveraging the dive…
  ☆963Updated 11 months ago
• kmeng01 / rome
  Locating and editing factual associations in GPT (NeurIPS 2022)
  ☆671Updated last year
• keirp / automatic_prompt_engineer
  ☆1,316Updated last year
• lucidrains / toolformer-pytorch
  Implementation of Toolformer, Language Models That Can Use Tools, by MetaAI
  ☆2,049Updated last year
• tatsu-lab / alpaca_eval
  An automatic evaluator for instruction-following language models. Human-validated, high-quality, cheap, and fast.
  ☆1,870Updated 2 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).
  ☆770Updated 2 years ago
• EleutherAI / pythia
  The hub for EleutherAI's work on interpretability and learning dynamics
  ☆2,628Updated 4 months ago
• IBM / Dromedary
  Dromedary: towards helpful, ethical and reliable LLMs.
  ☆1,142Updated 3 weeks ago
• google-research / FLAN
  ☆1,548Updated last month
• sylinrl / TruthfulQA
  TruthfulQA: Measuring How Models Imitate Human Falsehoods
  ☆815Updated 8 months ago
• ruixiangcui / AGIEval
  ☆764Updated last year
• arielnlee / Platypus
  Code for fine-tuning Platypus fam LLMs using LoRA
  ☆627Updated last year
• sail-sg / lorahub
  [COLM 2024] LoraHub: Efficient Cross-Task Generalization via Dynamic LoRA Composition
  ☆652Updated last year
• microsoft / CodeT
  ☆665Updated 11 months ago
• inverse-scaling / prize
  A prize for finding tasks that cause large language models to show inverse scaling
  ☆615Updated 2 years ago
• suzgunmirac / BIG-Bench-Hard
  Challenging BIG-Bench Tasks and Whether Chain-of-Thought Can Solve Them
  ☆514Updated last year
• Shark-NLP / OpenICL
  OpenICL is an open-source framework to facilitate research, development, and prototyping of in-context learning.
  ☆575Updated 2 years ago
• google-deepmind / long-form-factuality
  Benchmarking long-form factuality in large language models. Original code for our paper "Long-form factuality in large language models".
  ☆640Updated 2 months ago
• HazyResearch / ama_prompting
  Ask Me Anything language model prompting
  ☆546Updated 2 years ago
• ContextualAI / HALOs
  A library with extensible implementations of DPO, KTO, PPO, ORPO, and other human-aware loss functions (HALOs).
  ☆888Updated last week
• AlignmentResearch / tuned-lens
  Tools for understanding how transformer predictions are built layer-by-layer
  ☆530Updated 2 months ago