Alternatives and similar repositories for lm-inference-engines

Users that are interested in lm-inference-engines are comparing it to the libraries listed below

• IST-DASLab / marlin
  FP16xINT4 LLM inference kernel that can achieve near-ideal ~4x speedups up to medium batchsizes of 16-32 tokens.
  ☆831Updated 8 months ago
• npuichigo / openai_trtllm
  OpenAI compatible API for TensorRT LLM triton backend
  ☆208Updated 10 months ago
• neuralmagic / nm-vllm
  A high-throughput and memory-efficient inference and serving engine for LLMs
  ☆263Updated 7 months ago
• neuralmagic / AutoFP8
  ☆193Updated 3 weeks ago
• efeslab / Nanoflow
  A throughput-oriented high-performance serving framework for LLMs
  ☆814Updated 3 weeks ago
• triton-inference-server / vllm_backend
  ☆260Updated 2 weeks ago
• NetEase-FuXi / EETQ
  Easy and Efficient Quantization for Transformers
  ☆198Updated 3 months ago
• mlc-ai / llm-perf-bench
  ☆119Updated last year
• huggingface / optimum-benchmark
  🏋️ A unified multi-backend utility for benchmarking Transformers, Timm, PEFT, Diffusers and Sentence-Transformers with full support of O…
  ☆301Updated this week
• SqueezeAILab / KVQuant
  [NeurIPS 2024] KVQuant: Towards 10 Million Context Length LLM Inference with KV Cache Quantization
  ☆355Updated 9 months ago
• intel / neural-speed
  An innovative library for efficient LLM inference via low-bit quantization
  ☆348Updated 9 months ago
• wejoncy / QLLM
  A general 2-8 bits quantization toolbox with GPTQ/AWQ/HQQ/VPTQ, and export to onnx/onnx-runtime easily.
  ☆172Updated 2 months ago
• huggingface / inference-benchmarker
  Inference server benchmarking tool
  ☆67Updated last month
• apoorvumang / prompt-lookup-decoding
  ☆536Updated 9 months ago
• neuralmagic / guidellm
  Evaluate and Enhance Your LLM Deployments for Real-World Inference Needs
  ☆317Updated this week
• Cornell-RelaxML / quip-sharp
  ☆536Updated 7 months ago
• microsoft / sarathi-serve
  A low-latency & high-throughput serving engine for LLMs
  ☆370Updated this week
• fpgaminer / GPTQ-triton
  GPTQ inference Triton kernel
  ☆300Updated 2 years ago
• bentoml / llm-bench
  ☆52Updated 6 months ago
• ray-project / llmperf-leaderboard
  ☆459Updated last year
• run-ai / llmperf
  ☆53Updated 8 months ago
• IsaacRe / vllm-kvcompress
  KV cache compression for high-throughput LLM inference
  ☆129Updated 3 months ago
• punica-ai / punica
  Serving multiple LoRA finetuned LLM as one
  ☆1,060Updated last year
• vectorch-ai / ScaleLLM
  A high-performance inference system for large language models, designed for production environments.
  ☆441Updated last week
• fw-ai / benchmark
  Benchmark suite for LLMs from Fireworks.ai
  ☆75Updated 2 weeks ago
• SqueezeAILab / SqueezeLLM
  [ICML 2024] SqueezeLLM: Dense-and-Sparse Quantization
  ☆689Updated 9 months ago
• neuralmagic / compressed-tensors
  A safetensors extension to efficiently store sparse quantized tensors on disk
  ☆117Updated this week
• mobiusml / hqq
  Official implementation of Half-Quadratic Quantization (HQQ)
  ☆814Updated last week
• inferflow / inferflow
  Inferflow is an efficient and highly configurable inference engine for large language models (LLMs).
  ☆242Updated last year
• mani-kantap / llm-inference-solutions
  A collection of all available inference solutions for the LLMs
  ☆88Updated 3 months ago