Alternatives and similar repositories for memorization

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

• locuslab / acr-memorization
  ☆34Updated 5 months ago
• alstonlo / torch-influence
  A simple PyTorch implementation of influence functions.
  ☆88Updated 11 months ago
• ykwon0407 / DataInf
  DataInf: Efficiently Estimating Data Influence in LoRA-tuned LLMs and Diffusion Models (ICLR 2024)
  ☆67Updated 8 months ago
• pratyushmaini / localizing-memorization
  Official Repository for ICML 2023 paper "Can Neural Network Memorization Be Localized?"
  ☆18Updated last year
• kawine / dataset_difficulty
  "Understanding Dataset Difficulty with V-Usable Information" (ICML 2022, outstanding paper)
  ☆86Updated last year
• google-research / jax-influence
  ☆60Updated 3 years ago
• explanare / ravel
  Evaluate interpretability methods on localizing and disentangling concepts in LLMs.
  ☆47Updated 8 months ago
• Varal7 / conformal-language-modeling
  Conformal Language Modeling
  ☆29Updated last year
• r-three / mats
  ☆30Updated 10 months ago
• mega002 / ff-layers
  The accompanying code for "Transformer Feed-Forward Layers Are Key-Value Memories". Mor Geva, Roei Schuster, Jonathan Berant, and Omer Le…
  ☆91Updated 3 years ago
• princeton-nlp / LM-Kernel-FT
  A Kernel-Based View of Language Model Fine-Tuning https://arxiv.org/abs/2210.05643
  ☆76Updated last year
• aNOnWhyMooS / connectivity
  ☆18Updated last year
• hannamw / EAP-IG
  ☆34Updated 2 weeks ago
• ZaydH / influence_analysis_papers
  Influence Analysis and Estimation - Survey, Papers, and Taxonomy
  ☆78Updated last year
• ekinakyurek / influence
  Code for "Tracing Knowledge in Language Models Back to the Training Data"
  ☆38Updated 2 years ago
• TRAIS-Lab / dattri
  `dattri` is a PyTorch library for developing, benchmarking, and deploying efficient data attribution algorithms.
  ☆75Updated last month
• aw31 / empirical-ntks
  Efficient empirical NTKs in PyTorch
  ☆18Updated 2 years ago
• Kaleidophon / nlp-uncertainty-zoo
  Model zoo for different kinds of uncertainty quantification methods used in Natural Language Processing, implemented in PyTorch.
  ☆53Updated 2 years ago
• devnkong / GOAT
  Official implementation of GOAT model (ICML2023)
  ☆37Updated last year
• javiferran / sae_entities
  ☆40Updated 3 months ago
• adihaviv / idiomem
  ☆9Updated last year
• launchnlp / BOLT
  Code for ACL 2023 paper "BOLT: Fast Energy-based Controlled Text Generation with Tunable Biases".
  ☆21Updated last year
• mmatena / model_merging
  ☆67Updated 3 years ago
• pomonam / kronfluence
  Influence Functions with (Eigenvalue-corrected) Kronecker-Factored Approximate Curvature
  ☆153Updated 10 months ago
• k-hanawa / criteria_for_instance_based_explanation
  ☆9Updated last year
• adamxyang / laplace-lora
  Bayesian low-rank adaptation for large language models
  ☆23Updated last year
• mlepori1 / NeuroSurgeon
  NeuroSurgeon is a package that enables researchers to uncover and manipulate subnetworks within models in Huggingface Transformers
  ☆41Updated 3 months ago
• MadryLab / DsDm
  ☆48Updated last year
• zjysteven / mink-plus-plus
  [ICLR'25 Spotlight] Min-K%++: Improved baseline for detecting pre-training data of LLMs
  ☆37Updated last week
• tatsu-lab / linguistic_calibration
  Align your LM to express calibrated verbal statements of confidence in its long-form generations.
  ☆25Updated last year