inseq-team / inseq

Related projects ⓘ

Alternatives and complementary repositories for inseq

• AlignmentResearch / tuned-lens
  Tools for understanding how transformer predictions are built layer-by-layer
  ☆430Updated 5 months ago
• callummcdougall / sae_vis
  Create feature-centric and prompt-centric visualizations for sparse autoencoders (like those from Anthropic's published research).
  ☆157Updated last month
• allenai / wimbd
  What's In My Big Data (WIMBD) - a toolkit for analyzing large text datasets
  ☆190Updated this week
• ruizheliUOA / Awesome-Interpretability-in-Large-Language-Models
  This repository collects all relevant resources about interpretability in LLMs
  ☆288Updated 2 weeks ago
• jbloomAus / SAELens
  Training Sparse Autoencoders on Language Models
  ☆469Updated this week
• stanfordnlp / pyvene
  Stanford NLP Python Library for Understanding and Improving PyTorch Models via Interventions
  ☆641Updated 2 weeks ago
• mega002 / lm-debugger
  The official code of LM-Debugger, an interactive tool for inspection and intervention in transformer-based language models.
  ☆172Updated 2 years ago
• davidbau / baukit
  ☆170Updated 8 months ago
• TransformerLensOrg / CircuitsVis
  Mechanistic Interpretability Visualizations using React
  ☆198Updated 4 months ago
• EleutherAI / concept-erasure
  Erasing concepts from neural representations with provable guarantees
  ☆209Updated last week
• g8a9 / ferret
  A python package for benchmarking interpretability techniques on Transformers.
  ☆212Updated last month
• ndif-team / nnsight
  The nnsight package enables interpreting and manipulating the internals of deep learned models.
  ☆402Updated this week
• ArthurConmy / Automatic-Circuit-Discovery
  ☆188Updated last month
• sileod / tasksource
  Datasets collection and preprocessings framework for NLP extreme multitask learning
  ☆149Updated 4 months ago
• UKPLab / gpl
  Powerful unsupervised domain adaptation method for dense retrieval. Requires only unlabeled corpus and yields massive improvement: "GPL: …
  ☆323Updated last year
• bigscience-workshop / lm-evaluation-harness
  A framework for few-shot evaluation of autoregressive language models.
  ☆101Updated last year
• neulab / knn-transformers
  PyTorch + HuggingFace code for RetoMaton: "Neuro-Symbolic Language Modeling with Automaton-augmented Retrieval" (ICML 2022), including an…
  ☆269Updated 2 years ago
• HoagyC / sparse_coding
  Using sparse coding to find distributed representations used by neural networks.
  ☆184Updated last year
• likenneth / honest_llama
  Inference-Time Intervention: Eliciting Truthful Answers from a Language Model
  ☆465Updated last month
• facebookresearch / ResponsibleNLP
  Repository for research in the field of Responsible NLP at Meta.
  ☆186Updated this week
• IINemo / lm-polygraph
  ☆182Updated this week
• nlp-uoregon / mlmm-evaluation
  Multilingual Large Language Models Evaluation Benchmark
  ☆107Updated 3 months ago
• EleutherAI / sae
  Sparse autoencoders
  ☆342Updated last week
• alon-albalak / data-selection-survey
  A Survey on Data Selection for Language Models
  ☆182Updated last month
• allenai / tango
  Organize your experiments into discrete steps that can be cached and reused throughout the lifetime of your research project.
  ☆534Updated 5 months ago
• justinchiu / openlogprobs
  Extract full next-token probabilities via language model APIs
  ☆229Updated 8 months ago
• r-three / t-few
  Code for T-Few from "Few-Shot Parameter-Efficient Fine-Tuning is Better and Cheaper than In-Context Learning"
  ☆431Updated last year
• nostalgebraist / transformer-utils
  Utilities for the HuggingFace transformers library
  ☆61Updated last year
• EdinburghNLP / awesome-hallucination-detection
  List of papers on hallucination detection in LLMs.
  ☆678Updated 2 weeks ago
• princeton-nlp / ALCE
  [EMNLP 2023] Enabling Large Language Models to Generate Text with Citations. Paper: https://arxiv.org/abs/2305.14627
  ☆461Updated last month