McGill-NLP / length-generalization

Related projects ⓘ

Alternatives and complementary repositories for length-generalization

• mlfoundations / scaling
  Language models scale reliably with over-training and on downstream tasks
  ☆94Updated 7 months ago
• microsoft / mutransformers
  some common Huggingface transformers in maximal update parametrization (µP)
  ☆77Updated 2 years ago
• kernelmachine / cbtm
  Code repository for the c-BTM paper
  ☆105Updated last year
• 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
• 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…
  ☆49Updated last year
• princeton-nlp / TransformerPrograms
  [NeurIPS 2023] Learning Transformer Programs
  ☆157Updated 6 months ago
• bminixhofer / zett
  Code for Zero-Shot Tokenizer Transfer
  ☆117Updated last month
• berlino / seq_icl
  ☆50Updated 6 months ago
• tianjunz / HIR
  ☆158Updated last year
• HazyResearch / skill-it
  Skill-It! A Data-Driven Skills Framework for Understanding and Training Language Models
  ☆41Updated last year
• hadasah / btm
  ☆71Updated 6 months ago
• facebookresearch / NPM
  The original implementation of Min et al. "Nonparametric Masked Language Modeling" (paper https//arxiv.org/abs/2212.01349)
  ☆157Updated last year
• abhishekpanigrahi1996 / transformer_in_transformer
  ☆44Updated last year
• Edward-Sun / gpt-accelera
  Simple and efficient pytorch-native transformer training and inference (batched)
  ☆61Updated 7 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…
  ☆58Updated 3 months 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…
  ☆126Updated last year
• gregorbachmann / Next-Token-Failures
  ☆69Updated 8 months ago
• JonasGeiping / linear_cross_entropy_loss
  A fusion of a linear layer and a cross entropy loss, written for pytorch in triton.
  ☆54Updated 3 months ago
• bigscience-workshop / architecture-objective
  ☆93Updated last year
• renll / SeqBoat
  [NeurIPS 2023] Sparse Modular Activation for Efficient Sequence Modeling
  ☆35Updated 11 months ago
• r-three / RAD
  Reference implementation for Reward-Augmented Decoding: Efficient Controlled Text Generation With a Unidirectional Reward Model
  ☆41Updated 10 months ago
• imoneoi / multipack_sampler
  Multipack distributed sampler for fast padding-free training of LLMs
  ☆178Updated 3 months ago
• allenai / bff
  ☆38Updated 7 months ago
• anadim / the-little-retrieval-test
  ☆31Updated last year
• tau-nlp / scrolls
  The official code of EMNLP 2022, "SCROLLS: Standardized CompaRison Over Long Language Sequences".
  ☆68Updated 10 months ago
• babylm / evaluation-pipeline-2023
  Evaluation pipeline for the BabyLM Challenge 2023.
  ☆72Updated last year
• google-deepmind / randomized_positional_encodings
  Randomized Positional Encodings Boost Length Generalization of Transformers
  ☆78Updated 8 months ago
• IBM / SALMON
  Self-Alignment with Principle-Following Reward Models
  ☆147Updated 8 months ago
• wellecks / lm-evaluation-harness
  A framework for few-shot evaluation of autoregressive language models.
  ☆23Updated 11 months ago
• vwxyzjn / summarize_from_feedback_details
  ☆115Updated 4 months ago