Alternatives and similar repositories for automated-interpretability

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

• openai / prm800k
  800,000 step-level correctness labels on LLM solutions to MATH problems
  ☆2,001Updated 2 years ago
• booydar / recurrent-memory-transformer
  [NeurIPS 22] [AAAI 24] Recurrent Transformer-based long-context architecture.
  ☆763Updated 7 months ago
• IBM / Dromedary
  Dromedary: towards helpful, ethical and reliable LLMs.
  ☆1,146Updated last month
• anthropics / hh-rlhf
  Human preference data for "Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback"
  ☆1,747Updated last year
• tatsu-lab / alpaca_farm
  A simulation framework for RLHF and alternatives. Develop your RLHF method without collecting human data.
  ☆812Updated 11 months ago
• princeton-nlp / MeZO
  [NeurIPS 2023] MeZO: Fine-Tuning Language Models with Just Forward Passes. https://arxiv.org/abs/2305.17333
  ☆1,113Updated last year
• likenneth / honest_llama
  Inference-Time Intervention: Eliciting Truthful Answers from a Language Model
  ☆527Updated 4 months ago
• kmeng01 / memit
  Mass-editing thousands of facts into a transformer memory (ICLR 2023)
  ☆494Updated last year
• kmeng01 / rome
  Locating and editing factual associations in GPT (NeurIPS 2022)
  ☆636Updated last year
• suzgunmirac / BIG-Bench-Hard
  Challenging BIG-Bench Tasks and Whether Chain-of-Thought Can Solve Them
  ☆495Updated 11 months ago
• ruixiangcui / AGIEval
  ☆755Updated 11 months ago
• Shark-NLP / OpenICL
  OpenICL is an open-source framework to facilitate research, development, and prototyping of in-context learning.
  ☆561Updated last year
• EleutherAI / pythia
  The hub for EleutherAI's work on interpretability and learning dynamics
  ☆2,524Updated this week
• google-research / FLAN
  ☆1,521Updated last month
• inverse-scaling / prize
  A prize for finding tasks that cause large language models to show inverse scaling
  ☆611Updated last year
• sail-sg / lorahub
  [COLM 2024] LoraHub: Efficient Cross-Task Generalization via Dynamic LoRA Composition
  ☆637Updated 10 months ago
• sylinrl / TruthfulQA
  TruthfulQA: Measuring How Models Imitate Human Falsehoods
  ☆738Updated 4 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).
  ☆769Updated last year
• allenai / mmc4
  MultimodalC4 is a multimodal extension of c4 that interleaves millions of images with text.
  ☆930Updated 2 months ago
• ctlllll / LLM-ToolMaker
  ☆1,032Updated 2 years ago
• andyzoujm / representation-engineering
  Representation Engineering: A Top-Down Approach to AI Transparency
  ☆832Updated 9 months ago
• reasoning-machines / pal
  PaL: Program-Aided Language Models (ICML 2023)
  ☆500Updated last year
• abertsch72 / unlimiformer
  Public repo for the NeurIPS 2023 paper "Unlimiformer: Long-Range Transformers with Unlimited Length Input"
  ☆1,060Updated last year
• madaan / self-refine
  LLMs can generate feedback on their work, use it to improve the output, and repeat this process iteratively.
  ☆699Updated 8 months ago
• mbzuai-nlp / LaMini-LM
  LaMini-LM: A Diverse Herd of Distilled Models from Large-Scale Instructions
  ☆821Updated 2 years ago
• google-deepmind / tracr
  ☆534Updated last year
• OpenLMLab / LOMO
  LOMO: LOw-Memory Optimization
  ☆986Updated 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.
  ☆547Updated last year
• allenai / natural-instructions
  Expanding natural instructions
  ☆998Updated last year
• lucidrains / MEGABYTE-pytorch
  Implementation of MEGABYTE, Predicting Million-byte Sequences with Multiscale Transformers, in Pytorch
  ☆643Updated 5 months ago