Alternatives and similar repositories for MobileBench:

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

• Linking-ai / SCOPE
  SCOPE: Optimizing KV Cache Compression in Long-context Generation
  ☆23Updated 3 months ago
• plm-team / PLM
  PLM: Efficient Peripheral Language Models Hardware-Co-Designed for Ubiquitous Computing
  ☆14Updated 2 weeks ago
• IntelLabs / Hardware-Aware-Automated-Machine-Learning
  ☆49Updated 2 weeks ago
• mit-han-lab / x-attention
  XAttention: Block Sparse Attention with Antidiagonal Scoring
  ☆118Updated this week
• JarvisPei / CMoE
  Implementation for the paper: CMoE: Fast Carving of Mixture-of-Experts for Efficient LLM Inference
  ☆17Updated 3 weeks ago
• pprp / Awesome-Efficient-MoE
  Efficient Mixture of Experts for LLM Paper List
  ☆51Updated 3 months ago
• Aaronhuang-778 / Mixture-Compressor-MoE
  [ICLR 2025] Mixture Compressor for Mixture-of-Experts LLMs Gains More
  ☆36Updated last month
• hetailang / SqueezeAttention
  ☆37Updated 5 months ago
• xdit-project / DiTCacheAnalysis
  An auxiliary project analysis of the characteristics of KV in DiT Attention.
  ☆29Updated 4 months ago
• aiha-lab / MX-QLLM
  LLM Inference with Microscaling Format
  ☆20Updated 4 months ago
• ScalingIntelligence / CATS
  ☆24Updated 4 months ago
• hahnyuan / ASVD4LLM
  Activation-aware Singular Value Decomposition for Compressing Large Language Models
  ☆60Updated 5 months ago
• zhzihao / QPruningKV
  More Tokens, Lower Precision: Towards the Optimal Token-Precision Trade-off in KV Cache Compression
  ☆11Updated 2 months ago
• AutonomicPerfectionist / PipeInfer
  PipeInfer: Accelerating LLM Inference using Asynchronous Pipelined Speculation
  ☆28Updated 4 months ago
• ZHITENGLI / ARB-LLM
  PyTorch code for our paper "ARB-LLM: Alternating Refined Binarizations for Large Language Models"
  ☆24Updated last week
• HuangOwen / RoLoRA
  [EMNLP 2024] RoLoRA: Fine-tuning Rotated Outlier-free LLMs for Effective Weight-Activation Quantization
  ☆33Updated 6 months ago
• SqueezeAILab / SqueezedAttention
  SQUEEZED ATTENTION: Accelerating Long Prompt LLM Inference
  ☆45Updated 4 months ago
• thu-nics / MBQ
  The code repository of "MBQ: Modality-Balanced Quantization for Large Vision-Language Models"
  ☆35Updated 2 weeks ago
• machilusZ / FastGen
  This repo contains the source code for: Model Tells You What to Discard: Adaptive KV Cache Compression for LLMs
  ☆35Updated 7 months ago
• VITA-Group / llm-kick
  [ICLR 2024] Jaiswal, A., Gan, Z., Du, X., Zhang, B., Wang, Z., & Yang, Y. Compressing llms: The truth is rarely pure and never simple.
  ☆23Updated last year
• Dominic789654 / LongGenBench
  Source code for the paper "LongGenBench: Long-context Generation Benchmark"
  ☆16Updated 5 months ago
• dongwonjo / FastKV
  Official Implementation of FastKV: KV Cache Compression for Fast Long-Context Processing with Token-Selective Propagation
  ☆17Updated last month
• pprp / Pruner-Zero
  Pruner-Zero: Evolving Symbolic Pruning Metric from scratch for LLMs
  ☆80Updated 4 months ago
• ChenMnZ / PrefixQuant
  An algorithm for weight-activation quantization (W4A4, W4A8) of LLMs, supporting both static and dynamic quantization
  ☆124Updated 2 months ago
• Gaffey / ExCP
  Official implementation of ICML 2024 paper "ExCP: Extreme LLM Checkpoint Compression via Weight-Momentum Joint Shrinking".
  ☆47Updated 8 months ago
• zyxxmu / cam
  Pytorch implementation of our paper accepted by ICML 2024 -- CaM: Cache Merging for Memory-efficient LLMs Inference
  ☆35Updated 9 months ago
• microsoft / AttentionEngine
  ☆52Updated this week
• feifeibear / DPSKV3MFU
  Estimate MFU for DeepSeekV3
  ☆21Updated 2 months ago
• cat538 / SKVQ
  SKVQ: Sliding-window Key and Value Cache Quantization for Large Language Models
  ☆17Updated 5 months ago
• PipeFusion / PipeFusion
  A Suite for Parallel Inference of Diffusion Transformers (DiTs) on multi-GPU Clusters
  ☆44Updated 8 months ago