Alternatives and similar repositories for parallel-decoding:

Users that are interested in parallel-decoding are comparing it to the libraries listed below

• berlino / gated_linear_attention
  ☆101Updated last year
• fla-org / flame
  🔥 A minimal training framework for scaling FLA models
  ☆79Updated this week
• microsoft / SparseMixer
  Sparse Backpropagation for Mixture-of-Expert Training
  ☆28Updated 8 months ago
• raymin0223 / fast_robust_early_exit
  Fast and Robust Early-Exiting Framework for Autoregressive Language Models with Synchronized Parallel Decoding (EMNLP 2023 Long)
  ☆56Updated 5 months ago
• epfml / dynamic-sparse-flash-attention
  ☆139Updated last year
• hdong920 / LESS
  ☆49Updated 10 months ago
• ldery / Bonsai
  Code for "Everybody Prune Now: Structured Pruning of LLMs with only Forward Passes"
  ☆27Updated 11 months ago
• yegcjs / DiffusionLLM
  Code for paper "Diffusion Language Models Can Perform Many Tasks with Scaling and Instruction-Finetuning"
  ☆70Updated last year
• kssteven418 / LTP
  [KDD'22] Learned Token Pruning for Transformers
  ☆96Updated 2 years ago
• hdong920 / GRIFFIN
  ☆36Updated 6 months ago
• RulinShao / LightSeq
  Official repository for LightSeq: Sequence Level Parallelism for Distributed Training of Long Context Transformers
  ☆207Updated 7 months ago
• mgmalek / efficient_cross_entropy
  ☆94Updated 9 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"
  ☆59Updated 5 months ago
• kssteven418 / BigLittleDecoder
  [NeurIPS'23] Speculative Decoding with Big Little Decoder
  ☆89Updated last year
• shawntan / scattermoe
  Triton-based implementation of Sparse Mixture of Experts.
  ☆207Updated 3 months ago
• ScalingIntelligence / large_language_monkeys
  ☆87Updated 5 months ago
• HKUNLP / efficient-attention
  [EVA ICLR'23; LARA ICML'22] Efficient attention mechanisms via control variates, random features, and importance sampling
  ☆82Updated 2 years ago
• UNITES-Lab / MC-SMoE
  [ICLR 2024 Spotlight] Code for the paper "Merge, Then Compress: Demystify Efficient SMoE with Hints from Its Routing Policy"
  ☆74Updated 9 months ago
• sustcsonglin / mamba-triton
  ☆47Updated last year
• VITA-Group / Ms-PoE
  "Found in the Middle: How Language Models Use Long Contexts Better via Plug-and-Play Positional Encoding" Zhenyu Zhang, Runjin Chen, Shiw…
  ☆26Updated 10 months ago
• princeton-nlp / ProLong
  Homepage for ProLong (Princeton long-context language models) and paper "How to Train Long-Context Language Models (Effectively)"
  ☆163Updated last week
• DRSY / EasyKV
  Easy control for Key-Value Constrained Generative LLM Inference(https://arxiv.org/abs/2402.06262)
  ☆60Updated last year
• Infini-AI-Lab / Sirius
  Sirius, an efficient correction mechanism, which significantly boosts Contextual Sparsity models on reasoning tasks while maintaining its…
  ☆21Updated 6 months ago
• ryoungj / ObsScaling
  [NeurIPS'24 Spotlight] Observational Scaling Laws
  ☆53Updated 5 months ago
• Shwai-He / MEO
  The source code of "Merging Experts into One: Improving Computational Efficiency of Mixture of Experts (EMNLP 2023)":
  ☆36Updated 11 months ago
• mlfoundations / scaling
  Language models scale reliably with over-training and on downstream tasks
  ☆96Updated 11 months ago
• hkust-nlp / llm-compression-intelligence
  Official github repo for the paper "Compression Represents Intelligence Linearly" [COLM 2024]
  ☆130Updated 5 months ago
• FasterDecoding / TEAL
  ☆115Updated last month