JShollaj / awesome-llm-interpretabilityLinks
A curated list of Large Language Model (LLM) Interpretability resources.
☆1,385Updated last month
Alternatives and similar repositories for awesome-llm-interpretability
Users that are interested in awesome-llm-interpretability are comparing it to the libraries listed below
Sorting:
- LLM Transparency Tool (LLM-TT), an open-source interactive toolkit for analyzing internal workings of Transformer-based language models. …☆826Updated 7 months ago
- List of papers on hallucination detection in LLMs.☆930Updated last month
- Representation Engineering: A Top-Down Approach to AI Transparency☆852Updated 11 months ago
- Stanford NLP Python library for understanding and improving PyTorch models via interventions☆783Updated last week
- The papers are organized according to our survey: Evaluating Large Language Models: A Comprehensive Survey.☆781Updated last year
- Implementation of the training framework proposed in Self-Rewarding Language Model, from MetaAI☆1,394Updated last year
- Stanford NLP Python library for Representation Finetuning (ReFT)☆1,500Updated 5 months ago
- This repository collects all relevant resources about interpretability in LLMs☆366Updated 9 months ago
- A reading list on LLM based Synthetic Data Generation 🔥☆1,369Updated last month
- Awesome-LLM-Robustness: a curated list of Uncertainty, Reliability and Robustness in Large Language Models☆774Updated 2 months ago
- The official implementation of Self-Play Fine-Tuning (SPIN)☆1,181Updated last year
- System 2 Reasoning Link Collection☆848Updated 4 months ago
- All the projects related to Llama☆380Updated 3 months ago
- A unified evaluation framework for large language models☆2,675Updated 3 weeks ago
- An automatic evaluator for instruction-following language models. Human-validated, high-quality, cheap, and fast.☆1,816Updated 7 months ago
- Aligning Large Language Models with Human: A Survey☆731Updated last year
- List of language agents based on paper "Cognitive Architectures for Language Agents"☆991Updated 6 months ago
- Best practices for distilling large language models.☆568Updated last year
- Must-read Papers on Knowledge Editing for Large Language Models.☆1,119Updated 3 weeks ago
- A collection of benchmarks and datasets for evaluating LLM.☆483Updated last year
- A library for advanced large language model reasoning☆2,193Updated last month
- Robust recipes to align language models with human and AI preferences☆5,289Updated this week
- Doing simple retrieval from LLM models at various context lengths to measure accuracy☆1,956Updated 11 months ago
- Evaluate your LLM's response with Prometheus and GPT4 💯☆978Updated 3 months ago
- The official GitHub page for the survey paper "A Survey on Evaluation of Large Language Models".☆1,548Updated 2 months ago
- A bibliography and survey of the papers surrounding o1☆1,207Updated 8 months ago
- A library with extensible implementations of DPO, KTO, PPO, ORPO, and other human-aware loss functions (HALOs).☆873Updated 2 weeks ago
- Awesome things about LLM-powered agents. Papers / Repos / Blogs / ...☆2,098Updated 3 months ago
- Automatically evaluate your LLMs in Google Colab☆649Updated last year
- Evaluation suite for LLMs☆355Updated 3 weeks ago