UNITES-Lab / C2R-MoELinks
[NAACL'25 π SAC Award] Official code for "Advancing MoE Efficiency: A Collaboration-Constrained Routing (C2R) Strategy for Better Expert Parallelism Design"
β13Updated 9 months ago
Alternatives and similar repositories for C2R-MoE
Users that are interested in C2R-MoE are comparing it to the libraries listed below
Sorting:
- [ACL 2025] Squeezed Attention: Accelerating Long Prompt LLM Inferenceβ54Updated last year
- Pytorch implementation of our paper accepted by ICML 2024 -- CaM: Cache Merging for Memory-efficient LLMs Inferenceβ47Updated last year
- (ACL 2025 oral) SCOPE: Optimizing KV Cache Compression in Long-context Generationβ33Updated 6 months ago
- β61Updated 4 months ago
- Implementation for the paper: CMoE: Fast Carving of Mixture-of-Experts for Efficient LLM Inferenceβ30Updated 8 months ago
- [ICML24] Pruner-Zero: Evolving Symbolic Pruning Metric from scratch for LLMsβ96Updated last year
- This repo contains the source code for: Model Tells You What to Discard: Adaptive KV Cache Compression for LLMsβ41Updated last year
- [ICMLβ25] Official code for paper "Occult: Optimizing Collaborative Communication across Experts for Accelerated Parallel MoE Training anβ¦β11Updated 7 months ago
- β19Updated 11 months ago
- Official Implementation of FastKV: Decoupling of Context Reduction and KV Cache Compression for Prefill-Decoding Accelerationβ27Updated last week
- Accelerate LLM preference tuning via prefix sharing with a single line of codeβ51Updated 4 months ago
- Beyond KV Caching: Shared Attention for Efficient LLMsβ20Updated last year
- Quantized Attention on GPUβ44Updated last year
- β14Updated last year
- β120Updated 5 months ago
- LongSpec: Long-Context Lossless Speculative Decoding with Efficient Drafting and Verificationβ67Updated 4 months ago
- β10Updated last year
- [ICML 2024] SPP: Sparsity-Preserved Parameter-Efficient Fine-Tuning for Large Language Modelsβ21Updated last year
- Kinetics: Rethinking Test-Time Scaling Lawsβ82Updated 4 months ago
- [ACL 2024] RelayAttention for Efficient Large Language Model Serving with Long System Promptsβ40Updated last year
- β132Updated 6 months ago
- Source code for the paper "LongGenBench: Long-context Generation Benchmark"β24Updated last year
- The official implementation of paper: SimLayerKV: A Simple Framework for Layer-Level KV Cache Reduction.β50Updated last year
- Official Repo for SparseLLM: Global Pruning of LLMs (NeurIPS 2024)β67Updated 8 months ago
- β103Updated 2 months ago
- [CoLM'25] The official implementation of the paper <MoA: Mixture of Sparse Attention for Automatic Large Language Model Compression>β150Updated 4 months ago
- [ICLR 2025] TidalDecode: A Fast and Accurate LLM Decoding with Position Persistent Sparse Attentionβ49Updated 3 months ago
- [ICML 2024] When Linear Attention Meets Autoregressive Decoding: Towards More Effective and Efficient Linearized Large Language Modelsβ36Updated last year
- β15Updated last year
- [ICML 2025] SparseLoRA: Accelerating LLM Fine-Tuning with Contextual Sparsityβ60Updated 4 months ago