Alternatives and similar repositories for memorization

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

• explanare / ravel
  Evaluate interpretability methods on localizing and disentangling concepts in LLMs.
  ☆49Updated 9 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…
  ☆94Updated 3 years ago
• TRAIS-Lab / dattri
  `dattri` is a PyTorch library for developing, benchmarking, and deploying efficient data attribution algorithms.
  ☆79Updated last month
• balevinstein / Probes
  ☆51Updated 2 years ago
• Varal7 / conformal-language-modeling
  Conformal Language Modeling
  ☆31Updated last year
• ykwon0407 / DataInf
  DataInf: Efficiently Estimating Data Influence in LoRA-tuned LLMs and Diffusion Models (ICLR 2024)
  ☆71Updated 9 months ago
• Thartvigsen / GRACE
  [NeurIPS'23] Aging with GRACE: Lifelong Model Editing with Discrete Key-Value Adaptors
  ☆77Updated 6 months ago
• kawine / dataset_difficulty
  "Understanding Dataset Difficulty with V-Usable Information" (ICML 2022, outstanding paper)
  ☆87Updated last year
• 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…
  ☆11Updated 5 months ago
• pomonam / kronfluence
  Influence Functions with (Eigenvalue-corrected) Kronecker-Factored Approximate Curvature
  ☆156Updated 3 weeks ago
• hannamw / EAP-IG
  ☆43Updated 2 months ago
• KihoPark / linear_rep_geometry
  ☆100Updated 5 months ago
• mmatena / model_merging
  ☆70Updated 3 years ago
• princeton-nlp / LM-Kernel-FT
  A Kernel-Based View of Language Model Fine-Tuning https://arxiv.org/abs/2210.05643
  ☆78Updated last year
• msakarvadia / AttentionLens
  Interpretating the latent space representations of attention head outputs for LLMs
  ☆34Updated 11 months ago
• roeehendel / icl_task_vectors
  ☆95Updated last year
• abhishekpanigrahi1996 / Skill-Localization-by-grafting
  ☆49Updated last year
• javiferran / sae_entities
  ☆54Updated 4 months ago
• activatedgeek / calibration-tuning
  ☆51Updated 3 months 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
• zlin7 / UQ-NLG
  ☆95Updated last year
• MadryLab / DsDm
  ☆50Updated last year
• p-lambda / incontext-learning
  Experiments and code to generate the GINC small-scale in-context learning dataset from "An Explanation for In-context Learning as Implici…
  ☆108Updated last year
• launchnlp / BOLT
  Code for ACL 2023 paper "BOLT: Fast Energy-based Controlled Text Generation with Tunable Biases".
  ☆21Updated last year
• wesg52 / sparse-probing-paper
  Sparse probing paper full code.
  ☆58Updated last year
• DeqingFu / transformers-icl-second-order
  Official repository for our paper, Transformers Learn Higher-Order Optimization Methods for In-Context Learning: A Study with Linear Mode…
  ☆17Updated 8 months ago
• yuzhaouoe / SAE-based-representation-engineering
  [NAACL'25 Oral] Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering
  ☆61Updated 7 months ago
• locuslab / acr-memorization
  ☆35Updated 7 months ago
• ajyl / dpo_toxic
  A Mechanistic Understanding of Alignment Algorithms: A Case Study on DPO and Toxicity.
  ☆74Updated 4 months ago
• allenai / hyper-task-descriptions
  Learning adapter weights from task descriptions
  ☆19Updated last year