Alternatives and similar repositories for SWIFT

Users that are interested in SWIFT are comparing it to the libraries listed below

• hemingkx / TokenSkip
  [EMNLP 2025] TokenSkip: Controllable Chain-of-Thought Compression in LLMs
  ☆199Updated last month
• mutonix / pyramidinfer
  ☆49Updated last year
• Zanette-Labs / SpeculativeRejection
  [NeurIPS 2024] Fast Best-of-N Decoding via Speculative Rejection
  ☆54Updated last year
• Jikai0Wang / OPT-Tree
  ☆29Updated 7 months ago
• GeniusHTX / TALE
  ☆143Updated 4 months ago
• ruipeterpan / specreason
  PoC for "SpecReason: Fast and Accurate Inference-Time Compute via Speculative Reasoning" [NeurIPS '25]
  ☆61Updated 3 months ago
• OpenSparseLLMs / Linear-MoE
  ☆126Updated 7 months ago
• UNITES-Lab / MC-SMoE
  [ICLR‘24 Spotlight] Code for the paper "Merge, Then Compress: Demystify Efficient SMoE with Hints from Its Routing Policy"
  ☆103Updated 6 months ago
• NJUNLP / MCSD
  Multi-Candidate Speculative Decoding
  ☆39Updated last year
• UCSB-NLP-Chang / ThinkPrune
  ☆46Updated 3 months ago
• horseee / CoT-Valve
  CoT-Valve: Length-Compressible Chain-of-Thought Tuning
  ☆89Updated 11 months ago
• Lucky-Lance / Expert_Sparsity
  [ACL 2024] Not All Experts are Equal: Efficient Expert Pruning and Skipping for Mixture-of-Experts Large Language Models
  ☆113Updated last year
• mozhu621 / LongGenBench
  ☆29Updated 3 months ago
• BaohaoLiao / RSD
  [ICML 2025] Reward-guided Speculative Decoding (RSD) for efficiency and effectiveness.
  ☆53Updated 8 months ago
• OpenSparseLLMs / LLaMA-MoE-v2
  🚀 LLaMA-MoE v2: Exploring Sparsity of LLaMA from Perspective of Mixture-of-Experts with Post-Training
  ☆91Updated last year
• PKU-ML / LongPPL
  Code for ICLR 2025 Paper "What is Wrong with Perplexity for Long-context Language Modeling?"
  ☆107Updated 3 months ago
• raymin0223 / fast_robust_early_exit
  Fast and Robust Early-Exiting Framework for Autoregressive Language Models with Synchronized Parallel Decoding (EMNLP 2023 Long)
  ☆65Updated last year
• zjunlp / LightThinker
  [EMNLP 2025] LightThinker: Thinking Step-by-Step Compression
  ☆127Updated 9 months ago
• sail-sg / LongSpec
  LongSpec: Long-Context Lossless Speculative Decoding with Efficient Drafting and Verification
  ☆73Updated 6 months ago
• hdong920 / LESS
  ☆53Updated last year
• SalesforceAIResearch / GemFilter
  ☆85Updated 2 months ago
• YouAreSpecialToMe / QST
  Quantized Side Tuning: Fast and Memory-Efficient Tuning of Quantized Large Language Models
  ☆49Updated last year
• OpenSparseLLMs / MoM
  ☆115Updated 3 months ago
• SempraETY / Pruning-via-Merging
  ☆23Updated last year
• hahahawu / Long-to-Short-via-Model-Merging
  Model merging is a highly efficient approach for long-to-short reasoning.
  ☆96Updated 2 months ago
• namespace-Pt / UltraGist
  ☆18Updated last year
• hyx1999 / SAM-Decoding
  Official Implementation of SAM-Decoding: Speculative Decoding via Suffix Automaton
  ☆39Updated 11 months ago
• sramshetty / ShortGPT
  Unofficial implementations of block/layer-wise pruning methods for LLMs.
  ☆75Updated last year
• tongxuluo / prts
  Code and Model for NeurIPS 2024 Spotlight Paper "Stacking Your Transformers: A Closer Look at Model Growth for Efficient LLM Pre-Training…
  ☆44Updated last year
• hkust-nlp / Laser
  Laser: Learn to Reason Efficiently with Adaptive Length-based Reward Shaping
  ☆62Updated 7 months ago