Alternatives and similar repositories for dattri

Users that are interested in dattri are comparing it to the libraries listed below

• ykwon0407 / DataInf
  DataInf: Efficiently Estimating Data Influence in LoRA-tuned LLMs and Diffusion Models (ICLR 2024)
  ☆79Updated last year
• ZaydH / influence_analysis_papers
  Influence Analysis and Estimation - Survey, Papers, and Taxonomy
  ☆83Updated last year
• pomonam / kronfluence
  Influence Functions with (Eigenvalue-corrected) Kronecker-Factored Approximate Curvature
  ☆175Updated 6 months ago
• MadryLab / trak
  A fast, effective data attribution method for neural networks in PyTorch
  ☆224Updated last year
• logix-project / logix
  AI Logging for Interpretability and Explainability🔬
  ☆136Updated last year
• ajyl / dpo_toxic
  A Mechanistic Understanding of Alignment Algorithms: A Case Study on DPO and Toxicity.
  ☆85Updated 9 months ago
• KihoPark / linear_rep_geometry
  ☆112Updated 10 months ago
• mmatena / model_merging
  ☆80Updated 3 years ago
• alstonlo / torch-influence
  A simple PyTorch implementation of influence functions.
  ☆92Updated last year
• zjysteven / mink-plus-plus
  [ICLR'25 Spotlight] Min-K%++: Improved baseline for detecting pre-training data of LLMs
  ☆52Updated 7 months ago
• explanare / ravel
  Evaluate interpretability methods on localizing and disentangling concepts in LLMs.
  ☆57Updated last month
• google-research / jax-influence
  ☆63Updated 3 years ago
• PAIR-code / pretraining-tda
  ☆32Updated 10 months ago
• deeplearning-wisc / args
  ☆46Updated last year
• roeehendel / icl_task_vectors
  ☆103Updated 2 years ago
• ericwtodd / function_vectors
  Function Vectors in Large Language Models (ICLR 2024)
  ☆188Updated 8 months ago
• stanfordnlp / axbench
  Stanford NLP Python library for benchmarking the utility of LLM interpretability methods
  ☆158Updated 6 months ago
• gortizji / tangent_task_arithmetic
  Source code of "Task arithmetic in the tangent space: Improved editing of pre-trained models".
  ☆108Updated 2 years ago
• UCSB-NLP-Chang / llm_uncertainty
  ☆40Updated last year
• MadryLab / DsDm
  ☆51Updated last year
• r-three / mats
  ☆32Updated last year
• Varal7 / conformal-language-modeling
  Conformal Language Modeling
  ☆32Updated 2 years ago
• peterljq / Parsimonious-Concept-Engineering
  PaCE: Parsimonious Concept Engineering for Large Language Models (NeurIPS 2024)
  ☆41Updated last year
• fc2869 / lo-fit
  LoFiT: Localized Fine-tuning on LLM Representations
  ☆44Updated 11 months ago
• UKPLab / iclr2024-model-merging
  This is the repository for "Model Merging by Uncertainty-Based Gradient Matching", ICLR 2024.
  ☆29Updated last year
• princeton-nlp / LM-Kernel-FT
  A Kernel-Based View of Language Model Fine-Tuning https://arxiv.org/abs/2210.05643
  ☆78Updated 2 years ago
• MaheepChaudhary / SAE-Ravel
  Providing the answer to "How to do patching on all available SAEs on GPT-2?". It is an official repository of the implementation of the p…
  ☆12Updated 11 months ago
• reds-lab / LAVA
  This is an official repository for "LAVA: Data Valuation without Pre-Specified Learning Algorithms" (ICLR2023).
  ☆52Updated last year
• Jiachen-T-Wang / GREATS
  ☆18Updated 9 months ago
• davidbau / baukit
  ☆243Updated last year