Alternatives and similar repositories for length-generalization:

Users that are interested in length-generalization are comparing it to the libraries listed below

• NohTow / PPL-MCTS
  Repository for the code of the "PPL-MCTS: Constrained Textual Generation Through Discriminator-Guided Decoding" paper, NAACL'22
  ☆64Updated 2 years ago
• mlfoundations / scaling
  Language models scale reliably with over-training and on downstream tasks
  ☆96Updated 11 months ago
• tianjunz / HIR
  ☆159Updated 2 years ago
• abhishekpanigrahi1996 / transformer_in_transformer
  ☆44Updated last year
• kernelmachine / cbtm
  Code repository for the c-BTM paper
  ☆106Updated last year
• lucidrains / pause-transformer
  Yet another random morning idea to be quickly tried and architecture shared if it works; to allow the transformer to pause for any amount…
  ☆53Updated last year
• microsoft / mutransformers
  some common Huggingface transformers in maximal update parametrization (µP)
  ☆80Updated 3 years ago
• berlino / seq_icl
  ☆51Updated 10 months ago
• google-deepmind / randomized_positional_encodings
  Randomized Positional Encodings Boost Length Generalization of Transformers
  ☆80Updated last year
• PiotrNawrot / dynamic-pooling
  Efficient Transformers with Dynamic Token Pooling
  ☆60Updated last year
• hadasah / btm
  ☆73Updated 10 months ago
• seonghyeonye / TAPP
  [AAAI 2024] Investigating the Effectiveness of Task-Agnostic Prefix Prompt for Instruction Following
  ☆79Updated 6 months ago
• hamishivi / EasyLM
  Large language models (LLMs) made easy, EasyLM is a one stop solution for pre-training, finetuning, evaluating and serving LLMs in JAX/Fl…
  ☆69Updated 7 months ago
• facebookresearch / NPM
  The original implementation of Min et al. "Nonparametric Masked Language Modeling" (paper https//arxiv.org/abs/2212.01349)
  ☆157Updated 2 years ago
• microsoft / AdaMix
  This is the implementation of the paper AdaMix: Mixture-of-Adaptations for Parameter-efficient Model Tuning (https://arxiv.org/abs/2205.1…
  ☆130Updated last year
• HazyResearch / skill-it
  Skill-It! A Data-Driven Skills Framework for Understanding and Training Language Models
  ☆43Updated last year
• evandez / REMEDI
  Inspecting and Editing Knowledge Representations in Language Models
  ☆112Updated last year
• jxiw / BiGS
  Official Repository of Pretraining Without Attention (BiGS), BiGS is the first model to achieve BERT-level transfer learning on the GLUE …
  ☆116Updated last year
• chijames / KERPLE
  ☆19Updated 2 years ago
• bminixhofer / zett
  Code for Zero-Shot Tokenizer Transfer
  ☆125Updated 2 months ago
• babylm / evaluation-pipeline-2023
  Evaluation pipeline for the BabyLM Challenge 2023.
  ☆75Updated last year
• kernelmachine / silo-lm
  SILO Language Models code repository
  ☆81Updated last year
• seonghyeonye / Flipped-Learning
  [ICLR 2023] Guess the Instruction! Flipped Learning Makes Language Models Stronger Zero-Shot Learners
  ☆113Updated 6 months ago
• princeton-nlp / TransformerPrograms
  [NeurIPS 2023] Learning Transformer Programs
  ☆159Updated 10 months ago
• lee-ny / teaching_arithmetic
  ☆78Updated last year
• renll / SeqBoat
  [NeurIPS 2023] Sparse Modular Activation for Efficient Sequence Modeling
  ☆36Updated last year
• allenai / bff
  ☆38Updated 11 months ago
• Edward-Sun / gpt-accelera
  Simple and efficient pytorch-native transformer training and inference (batched)
  ☆71Updated 11 months ago
• imoneoi / multipack_sampler
  Multipack distributed sampler for fast padding-free training of LLMs
  ☆186Updated 7 months ago
• r-three / RAD
  Reference implementation for Reward-Augmented Decoding: Efficient Controlled Text Generation With a Unidirectional Reward Model
  ☆42Updated last year