Alternatives and similar repositories for getting-started:

Users that are interested in getting-started are comparing it to the libraries listed below

• lucmos / relreps
  Relative representations can be leveraged to enable solving tasks regarding "latent communication": from zero-shot model stitching to lat…
  ☆56Updated last year
• Kaleidophon / nlp-uncertainty-zoo
  Model zoo for different kinds of uncertainty quantification methods used in Natural Language Processing, implemented in PyTorch.
  ☆51Updated last year
• aw31 / empirical-ntks
  Efficient empirical NTKs in PyTorch
  ☆18Updated 2 years ago
• klieret / wandb-offline-sync-hook
  A convenient way to trigger synchronizations to wandb / Weights & Biases if your compute nodes don't have internet!
  ☆70Updated 2 weeks ago
• YannDubs / Invariant-Self-Supervised-Learning
  Pytorch code for "Improving Self-Supervised Learning by Characterizing Idealized Representations"
  ☆40Updated 2 years ago
• explanare / ravel
  Evaluate interpretability methods on localizing and disentangling concepts in LLMs.
  ☆38Updated 4 months ago
• KihoPark / linear_rep_geometry
  ☆86Updated last week
• tolgabirdal / PHDimGeneralization
  Official implementation of "Intrinsic Dimension, Persistent Homology and Generalization in Neural Networks", NeurIPS 2021.
  ☆31Updated 3 years ago
• albietz / transformer-birth
  ☆16Updated last year
• epfml / llm-baselines
  nanoGPT-like codebase for LLM training
  ☆89Updated this week
• Liuhong99 / implicitbiasmlmcode
  ☆11Updated last year
• mmatena / model_merging
  ☆64Updated 2 years ago
• adamkarvonen / SAEBench
  ☆52Updated this week
• HoagyC / sparse_coding
  Using sparse coding to find distributed representations used by neural networks.
  ☆213Updated last year
• MadryLab / trak
  A fast, effective data attribution method for neural networks in PyTorch
  ☆192Updated 3 months ago
• nik-dim / tall_masks
  Official repository of "Localizing Task Information for Improved Model Merging and Compression" [ICML 2024]
  ☆39Updated 3 months ago
• locuslab / edge-of-stability
  ☆63Updated 2 months ago
• EigenPro / EigenPro3
  ☆22Updated last year
• UKPLab / iclr2024-model-merging
  This is the repository for "Model Merging by Uncertainty-Based Gradient Matching", ICLR 2024.
  ☆26Updated 9 months ago
• epfml / REQ
  ☆17Updated 8 months ago
• haotiansun14 / BBox-Adapter
  Lightweight Adapting for Black-Box Large Language Models
  ☆19Updated last year
• Aaquib111 / edge-attribution-patching
  Code for my NeurIPS 2024 ATTRIB paper titled "Attribution Patching Outperforms Automated Circuit Discovery"
  ☆29Updated 8 months ago
• ArthurConmy / Automatic-Circuit-Discovery
  ☆205Updated 4 months ago
• IlyaTrofimov / RTD
  [ICML 2022] Representation Topology Divergence: A Method for Comparing Neural Network Representations
  ☆19Updated 2 years ago
• redwoodresearch / Easy-Transformer
  ☆109Updated 6 months ago
• mkofinas / neural-graphs
  Official source code for "Graph Neural Networks for Learning Equivariant Representations of Neural Networks". In ICLR 2024 (oral).
  ☆77Updated 6 months ago
• kawine / dataset_difficulty
  "Understanding Dataset Difficulty with V-Usable Information" (ICML 2022, outstanding paper)
  ☆84Updated last year
• Varal7 / conformal-language-modeling
  Conformal Language Modeling
  ☆28Updated last year
• gortizji / tangent_task_arithmetic
  Source code of "Task arithmetic in the tangent space: Improved editing of pre-trained models".
  ☆95Updated last year
• TRAIS-Lab / dattri
  `dattri` is a PyTorch library for developing, benchmarking, and deploying efficient data attribution algorithms.
  ☆62Updated last week