Alternatives and similar repositories for short-transformers

Users that are interested in short-transformers are comparing it to the libraries listed below

• bminixhofer / zett
  Code for Zero-Shot Tokenizer Transfer
  ☆137Updated 8 months ago
• mengxiayu / LLMSuperWeight
  Code for studying the super weight in LLM
  ☆117Updated 9 months ago
• HanGuo97 / lq-lora
  ☆128Updated last year
• VITA-Group / Q-GaLore
  Q-GaLore: Quantized GaLore with INT4 Projection and Layer-Adaptive Low-Rank Gradients.
  ☆201Updated last year
• kyleliang919 / Online-Subspace-Descent
  [NeurIPS 2024] Low rank memory efficient optimizer without SVD
  ☆31Updated 2 months ago
• FasterDecoding / BitDelta
  ☆202Updated 9 months ago
• CASE-Lab-UMD / LLM-Drop
  The official implementation of the paper "What Matters in Transformers? Not All Attention is Needed".
  ☆176Updated 5 months ago
• NathanGodey / qfilters
  Repository for the Q-Filters method (https://arxiv.org/pdf/2503.02812)
  ☆35Updated 6 months ago
• booydar / babilong
  BABILong is a benchmark for LLM evaluation using the needle-in-a-haystack approach.
  ☆212Updated 2 weeks ago
• minyoungg / LTE
  ☆69Updated last year
• whyNLP / LCKV
  Layer-Condensed KV cache w/ 10 times larger batch size, fewer params and less computation. Dramatic speed up with better task performance…
  ☆155Updated 5 months ago
• PiotrNawrot / nano-sparse-attention
  The simplest implementation of recent Sparse Attention patterns for efficient LLM inference.
  ☆87Updated 2 months ago
• jxmorris12 / cde
  code for training & evaluating Contextual Document Embedding models
  ☆197Updated 4 months ago
• joey00072 / ohara
  Collection of autoregressive model implementation
  ☆86Updated 4 months ago
• AnswerDotAI / cold-compress
  Cold Compress is a hackable, lightweight, and open-source toolkit for creating and benchmarking cache compression methods built on top of…
  ☆146Updated last year
• sanyalsunny111 / LLM-Inheritune
  This is the official repository for Inheritune.
  ☆113Updated 7 months ago
• siyan-zhao / prepacking
  The source code of our work "Prepacking: A Simple Method for Fast Prefilling and Increased Throughput in Large Language Models" [AISTATS …
  ☆60Updated 11 months ago
• facebookresearch / LayerSkip
  Code for "LayerSkip: Enabling Early Exit Inference and Self-Speculative Decoding", ACL 2024
  ☆335Updated 4 months ago
• epfml / llm-baselines
  nanoGPT-like codebase for LLM training
  ☆107Updated 4 months ago
• PiotrNawrot / sparse-frontier
  The evaluation framework for training-free sparse attention in LLMs
  ☆93Updated 3 months ago
• SeunghyunSEO / optimized_hf_llama_class_for_training
  ☆48Updated last year
• samchaineau / llm_slerp_generation
  Repo hosting codes and materials related to speeding LLMs' inference using token merging.
  ☆36Updated 2 months ago
• HazyResearch / zoology
  Understand and test language model architectures on synthetic tasks.
  ☆225Updated 2 months ago
• jzhang38 / LongMamba
  Some preliminary explorations of Mamba's context scaling.
  ☆217Updated last year
• jeffreysijuntan / lloco
  The official repo for "LLoCo: Learning Long Contexts Offline"
  ☆116Updated last year
• dmis-lab / Monet
  [ICLR 2025] Monet: Mixture of Monosemantic Experts for Transformers
  ☆70Updated 2 months ago
• EleutherAI / nanoGPT-mup
  The simplest, fastest repository for training/finetuning medium-sized GPTs.
  ☆162Updated 2 months ago
• VITA-Group / WeLore
  From GaLore to WeLore: How Low-Rank Weights Non-uniformly Emerge from Low-Rank Gradients. Ajay Jaiswal, Lu Yin, Zhenyu Zhang, Shiwei Liu,…
  ☆48Updated 5 months ago
• RobertCsordas / moeut
  ☆85Updated last year
• Zyphra / tree_attention
  Tree Attention: Topology-aware Decoding for Long-Context Attention on GPU clusters
  ☆129Updated 9 months ago