Alternatives and similar repositories for awesome-llm-interpretability

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

• stanfordnlp / pyvene
  Stanford NLP Python library for understanding and improving PyTorch models via interventions
  ☆745Updated this week
• lucidrains / self-rewarding-lm-pytorch
  Implementation of the training framework proposed in Self-Rewarding Language Model, from MetaAI
  ☆1,384Updated last year
• andyzoujm / representation-engineering
  Representation Engineering: A Top-Down Approach to AI Transparency
  ☆831Updated 9 months ago
• uclaml / SPIN
  The official implementation of Self-Play Fine-Tuning (SPIN)
  ☆1,155Updated last year
• facebookresearch / llm-transparency-tool
  LLM Transparency Tool (LLM-TT), an open-source interactive toolkit for analyzing internal workings of Transformer-based language models. …
  ☆819Updated 5 months ago
• stanfordnlp / pyreft
  Stanford NLP Python library for Representation Finetuning (ReFT)
  ☆1,476Updated 3 months ago
• huggingface / alignment-handbook
  Robust recipes to align language models with human and AI preferences
  ☆5,196Updated last month
• ruizheliUOA / Awesome-Interpretability-in-Large-Language-Models
  This repository collects all relevant resources about interpretability in LLMs
  ☆353Updated 7 months ago
• EdinburghNLP / awesome-hallucination-detection
  List of papers on hallucination detection in LLMs.
  ☆879Updated last week
• AnswerDotAI / fsdp_qlora
  Training LLMs with QLoRA + FSDP
  ☆1,479Updated 6 months ago
• jxzhangjhu / Awesome-LLM-Uncertainty-Reliability-Robustness
  Awesome-LLM-Robustness: a curated list of Uncertainty, Reliability and Robustness in Large Language Models
  ☆753Updated last week
• GaryYufei / AlignLLMHumanSurvey
  Aligning Large Language Models with Human: A Survey
  ☆730Updated last year
• zjunlp / KnowledgeEditingPapers
  Must-read Papers on Knowledge Editing for Large Language Models.
  ☆1,087Updated this week
• TransformerLensOrg / TransformerLens
  A library for mechanistic interpretability of GPT-style language models
  ☆2,202Updated this week
• zjunlp / EasyEdit
  [ACL 2024] An Easy-to-use Knowledge Editing Framework for LLMs.
  ☆2,337Updated this week
• amitsangani / Llama
  All the projects related to Llama
  ☆380Updated last month
• microsoft / promptbench
  A unified evaluation framework for large language models
  ☆2,616Updated last month
• jiaweizzhao / GaLore
  GaLore: Memory-Efficient LLM Training by Gradient Low-Rank Projection
  ☆1,560Updated 7 months ago
• ashishpatel26 / LLM-Finetuning
  LLM Finetuning with peft
  ☆2,487Updated 3 months ago
• myshell-ai / JetMoE
  Reaching LLaMA2 Performance with 0.1M Dollars
  ☆979Updated 10 months ago
• jbloomAus / SAELens
  Training Sparse Autoencoders on Language Models
  ☆789Updated this week
• carlini / yet-another-applied-llm-benchmark
  A benchmark to evaluate language models on questions I've previously asked them to solve.
  ☆1,011Updated last month
• mlabonne / llm-autoeval
  Automatically evaluate your LLMs in Google Colab
  ☆629Updated last year
• AnswerDotAI / RAGatouille
  Easily use and train state of the art late-interaction retrieval methods (ColBERT) in any RAG pipeline. Designed for modularity and ease-…
  ☆3,473Updated 2 weeks ago
• srush / awesome-o1
  A bibliography and survey of the papers surrounding o1
  ☆1,193Updated 6 months ago
• prometheus-eval / prometheus-eval
  Evaluate your LLM's response with Prometheus and GPT4 💯
  ☆948Updated last month
• tjunlp-lab / Awesome-LLMs-Evaluation-Papers
  The papers are organized according to our survey: Evaluating Large Language Models: A Comprehensive Survey.
  ☆765Updated last year
• gkamradt / LLMTest_NeedleInAHaystack
  Doing simple retrieval from LLM models at various context lengths to measure accuracy
  ☆1,875Updated 9 months ago
• ezelikman / quiet-star
  Code for Quiet-STaR
  ☆732Updated 9 months ago
• maitrix-org / llm-reasoners
  A library for advanced large language model reasoning
  ☆2,132Updated last month