Alternatives and similar repositories for smoothquant

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

• neuralmagic / AutoFP8
  ☆205Updated 6 months ago
• anyscale / llm-continuous-batching-benchmarks
  ☆121Updated last year
• neuralmagic / nm-vllm
  A high-throughput and memory-efficient inference and serving engine for LLMs
  ☆266Updated last year
• IST-DASLab / Sparse-Marlin
  Boosting 4-bit inference kernels with 2:4 Sparsity
  ☆85Updated last year
• wejoncy / QLLM
  A general 2-8 bits quantization toolbox with GPTQ/AWQ/HQQ/VPTQ, and export to onnx/onnx-runtime easily.
  ☆180Updated 7 months ago
• Adlik / smoothquantplus
  [ICML 2023] SmoothQuant: Accurate and Efficient Post-Training Quantization for Large Language Models
  ☆23Updated last year
• AniZpZ / AutoSmoothQuant
  An easy-to-use package for implementing SmoothQuant for LLMs
  ☆107Updated 7 months ago
• fw-ai / benchmark
  Benchmark suite for LLMs from Fireworks.ai
  ☆83Updated last week
• NetEase-FuXi / EETQ
  Easy and Efficient Quantization for Transformers
  ☆202Updated 4 months ago
• mlc-ai / llm-perf-bench
  ☆120Updated last year
• InternLM / turbomind
  ☆97Updated 7 months ago
• fpgaminer / GPTQ-triton
  GPTQ inference Triton kernel
  ☆313Updated 2 years ago
• deepspeedai / DeepSpeed-Kernels
  ☆71Updated 7 months ago
• dust-tt / llama-ssp
  Experiments on speculative sampling with Llama models
  ☆126Updated 2 years ago
• IST-DASLab / SparseFinetuning
  Repository for Sparse Finetuning of LLMs via modified version of the MosaicML llmfoundry
  ☆42Updated last year
• Infini-AI-Lab / MagicDec
  [ICLR2025] Breaking Throughput-Latency Trade-off for Long Sequences with Speculative Decoding
  ☆130Updated 11 months ago
• efeslab / Atom
  [MLSys'24] Atom: Low-bit Quantization for Efficient and Accurate LLM Serving
  ☆327Updated last year
• IsaacRe / vllm-kvcompress
  KV cache compression for high-throughput LLM inference
  ☆143Updated 9 months ago
• kyegomez / FlashAttention20Triton
  Triton implementation of Flash Attention2.0
  ☆43Updated 2 years ago
• vllm-project / dashboard
  vLLM performance dashboard
  ☆37Updated last year
• HandH1998 / QQQ
  QQQ is an innovative and hardware-optimized W4A8 quantization solution for LLMs.
  ☆145Updated 2 months ago
• IST-DASLab / QIGen
  Repository for CPU Kernel Generation for LLM Inference
  ☆26Updated 2 years ago
• microsoft / batch-inference
  Dynamic batching library for Deep Learning inference. Tutorials for LLM, GPT scenarios.
  ☆102Updated last year
• inferflow / inferflow
  Inferflow is an efficient and highly configurable inference engine for large language models (LLMs).
  ☆249Updated last year
• jaymody / speculative-sampling
  Simple implementation of Speculative Sampling in NumPy for GPT-2.
  ☆98Updated 2 years ago
• bentoml / llm-bench
  ☆56Updated 11 months ago
• sail-sg / VocabularyParallelism
  Vocabulary Parallelism
  ☆24Updated 8 months ago
• thunlp / Ouroboros
  Ouroboros: Speculative Decoding with Large Model Enhanced Drafting (EMNLP 2024 main)
  ☆111Updated 7 months ago
• RulinShao / LightSeq
  Official repository for DistFlashAttn: Distributed Memory-efficient Attention for Long-context LLMs Training
  ☆217Updated last year
• linxihui / dkernel
  ☆20Updated 6 months ago