bensenberner

bensenberner's Stars

• Stefan-Heimersheim/spar-2024

  Language:HTML3

• KihoPark/LLM_Categorical_Hierarchical_Representations

  Language:Jupyter Notebook7213

• PAIR-code/interpretability

  PAIR.withgoogle.com and friend's work on interpretability methods

  Language:JavaScript14729

• ArthurConmy/Automatic-Circuit-Discovery

  Language:Jupyter Notebook18336

• pytorch/pytorch

  Tensors and Dynamic neural networks in Python with strong GPU acceleration

  Language:Python83.5k22.5k

• saprmarks/feature-circuits

  Language:Python10218

• JShollaj/awesome-llm-interpretability

  A curated list of Large Language Model (LLM) Interpretability resources.

  1.1k90

• ruizheliUOA/Awesome-Interpretability-in-Large-Language-Models

  This repository collects all relevant resources about interpretability in LLMs

  27816

• openai/sparse_autoencoder

  Language:Python31033

• karpathy/LLM101n

  LLM101n: Let's build a Storyteller

  29.6k1.6k

• changlinli/intro-to-technical-ai-safety-slides

  Language:HTML203

• jbloomAus/SAELens

  Training Sparse Autoencoders on Language Models

  Language:Jupyter Notebook435115

• mlabonne/llm-course

  Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

  Language:Jupyter Notebook38.6k4.1k

• ndif-team/nnsight

  The nnsight package enables interpreting and manipulating the internals of deep learned models.

  Language:Jupyter Notebook39336

• mlops-discord/gpu-optimization-workshop

  Slides, notes, and materials for the workshop

  30430

• All-Hands-AI/OpenHands

  🙌 OpenHands: Code Less, Make More

  Language:Python33.3k3.8k

• TransformerLensOrg/TransformerLens

  A library for mechanistic interpretability of GPT-style language models

  Language:Python1.5k300

• pytorch/expecttest

  Language:Python746

• TransformerLensOrg/CircuitsVis

  Mechanistic Interpretability Visualizations using React

  Language:Jupyter Notebook19430

• mechanistic-interpretability-grokking/progress-measures-paper

  Language:Jupyter Notebook5317

• cfinke/OSX-Messages-Exporter

  Exports iMessages and SMS's to files.

  Language:PHP17532

• mercari/ml-system-design-pattern

  System design patterns for machine learning

  2.3k239

• brianfrankcooper/YCSB

  Yahoo! Cloud Serving Benchmark

  Language:Java4.9k2.2k

• sharanyaa/grok_sdi_educative

  Grokking the System Design Interview Course

  1.3k593

• spotify/scio

  A Scala API for Apache Beam and Google Cloud Dataflow.

  Language:Scala2.6k513

• AbsaOSS/spline-spark-agent

  Spline agent for Apache Spark

  Language:Scala18594

• apache/spark

  Apache Spark - A unified analytics engine for large-scale data processing

  Language:Scala39.7k28.3k

• loglabs/mltrace

  Coarse-grained lineage and tracing for machine learning pipelines.

  Language:Python46629

• viaduct-ai/kustomize-sops

  KSOPS - A Flexible Kustomize Plugin for SOPS Encrypted Resources

  Language:Go64984

• bora-uyumazturk/scrape-covid-availability

  Repository which periodically scrapes covid availability using github actions.

  Language:Python2