vectorch-ai / ScaleLLM

Related projects ⓘ

Alternatives and complementary repositories for ScaleLLM

• efeslab / Nanoflow
  A throughput-oriented high-performance serving framework for LLMs
  ☆629Updated last month
• hpcaitech / SwiftInfer
  Efficient AI Inference & Serving
  ☆456Updated 10 months ago
• npuichigo / openai_trtllm
  OpenAI compatible API for TensorRT LLM triton backend
  ☆174Updated 3 months ago
• microsoft / MInference
  [NeurIPS'24 Spotlight] To speed up Long-context LLMs' inference, approximate and dynamic sparse calculate the attention, which reduces in…
  ☆776Updated this week
• IST-DASLab / marlin
  FP16xINT4 LLM inference kernel that can achieve near-ideal ~4x speedups up to medium batchsizes of 16-32 tokens.
  ☆611Updated 2 months ago
• neuralmagic / AutoFP8
  ☆156Updated last month
• inferflow / inferflow
  Inferflow is an efficient and highly configurable inference engine for large language models (LLMs).
  ☆236Updated 7 months ago
• triton-inference-server / vllm_backend
  ☆189Updated this week
• lapp0 / lm-inference-engines
  Comparison of Language Model Inference Engines
  ☆189Updated 2 months ago
• ray-project / llmperf
  LLMPerf is a library for validating and benchmarking LLMs
  ☆635Updated 2 months ago
• alibaba / rtp-llm
  RTP-LLM: Alibaba's high-performance LLM inference engine for diverse applications.
  ☆541Updated 3 weeks ago
• ModelCloud / GPTQModel
  Production ready LLM model compression/quantization toolkit with accelerated inference support for both cpu/gpu via HF, vLLM, and SGLang.
  ☆118Updated this week
• vllm-project / llm-compressor
  Transformers-compatible library for applying various compression algorithms to LLMs for optimized deployment with vLLM
  ☆661Updated this week
• alibaba / ChatLearn
  ☆198Updated this week
• ninehills / llm-inference-benchmark
  LLM Inference benchmark
  ☆349Updated 3 months ago
• punica-ai / punica
  Serving multiple LoRA finetuned LLM as one
  ☆979Updated 6 months ago
• mit-han-lab / qserve
  QServe: W4A8KV4 Quantization and System Co-design for Efficient LLM Serving
  ☆433Updated 2 months ago
• kvcache-ai / ktransformers
  A Flexible Framework for Experiencing Cutting-edge LLM Inference Optimizations
  ☆730Updated this week
• wejoncy / QLLM
  A general 2-8 bits quantization toolbox with GPTQ/AWQ/HQQ, and export to onnx/onnx-runtime easily.
  ☆148Updated last month
• SafeAILab / EAGLE
  Official Implementation of EAGLE-1 (ICML'24) and EAGLE-2 (EMNLP'24)
  ☆815Updated this week
• SqueezeAILab / KVQuant
  [NeurIPS 2024] KVQuant: Towards 10 Million Context Length LLM Inference with KV Cache Quantization
  ☆302Updated 2 months ago
• chu-tianxiang / vllm-gptq
  A high-throughput and memory-efficient inference and serving engine for LLMs
  ☆129Updated 4 months ago
• intel / llm-on-ray
  Pretrain, finetune and serve LLMs on Intel platforms with Ray
  ☆101Updated last week
• flashinfer-ai / flashinfer
  FlashInfer: Kernel Library for LLM Serving
  ☆1,395Updated this week
• neuralmagic / nm-vllm
  A high-throughput and memory-efficient inference and serving engine for LLMs
  ☆250Updated 3 weeks ago
• intel / auto-round
  Advanced Quantization Algorithm for LLMs. This is official implementation of "Optimize Weight Rounding via Signed Gradient Descent for t…
  ☆245Updated this week
• huggingface / optimum-benchmark
  🏋️ A unified multi-backend utility for benchmarking Transformers, Timm, PEFT, Diffusers and Sentence-Transformers with full support of O…
  ☆251Updated this week
• mlc-ai / llm-perf-bench
  ☆114Updated 6 months ago
• deepseek-ai / DeepSeek-MoE
  DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language Models
  ☆1,000Updated 9 months ago
• triton-inference-server / tensorrtllm_backend
  The Triton TensorRT-LLM Backend
  ☆703Updated this week