Alternatives and similar repositories for Torch-TRTLLM

Users that are interested in Torch-TRTLLM are comparing it to the libraries listed below

• SqueezeBits / QUICK
  QUICK: Quantization-aware Interleaving and Conflict-free Kernel for efficient LLM inference
  ☆118Updated last year
• NetEase-FuXi / EETQ
  Easy and Efficient Quantization for Transformers
  ☆202Updated 6 months ago
• vllm-project / speculators
  A unified library for building, evaluating, and storing speculative decoding algorithms for LLM inference in vLLM
  ☆182Updated this week
• neuralmagic / nm-vllm
  A high-throughput and memory-efficient inference and serving engine for LLMs
  ☆268Updated last month
• NVIDIA / Star-Attention
  Efficient LLM Inference over Long Sequences
  ☆394Updated 6 months ago
• IST-DASLab / Sparse-Marlin
  Boosting 4-bit inference kernels with 2:4 Sparsity
  ☆90Updated last year
• neuralmagic / AutoFP8
  ☆206Updated 8 months ago
• deepspeedai / DeepSpeed-Kernels
  ☆71Updated 9 months ago
• facebookresearch / ParetoQ
  This repository contains the training code of ParetoQ introduced in our work "ParetoQ Scaling Laws in Extremely Low-bit LLM Quantization"
  ☆116Updated 2 months ago
• vllm-project / compressed-tensors
  A safetensors extension to efficiently store sparse quantized tensors on disk
  ☆228Updated this week
• vedantroy / gpu_kernels
  ☆27Updated 2 years ago
• DeepAuto-AI / hip-attention
  Training-free Post-training Efficient Sub-quadratic Complexity Attention. Implemented with OpenAI Triton.
  ☆147Updated 2 months ago
• wejoncy / QLLM
  A general 2-8 bits quantization toolbox with GPTQ/AWQ/HQQ/VPTQ, and export to onnx/onnx-runtime easily.
  ☆184Updated 9 months ago
• nbasyl / LLM-FP4
  The official implementation of the EMNLP 2023 paper LLM-FP4
  ☆219Updated 2 years ago
• ailzhang / minPP
  Pipeline parallelism for the minimalist
  ☆37Updated 5 months ago
• dropbox / gemlite
  Fast low-bit matmul kernels in Triton
  ☆418Updated 3 weeks ago
• vllm-project / tpu-inference
  TPU inference for vLLM, with unified JAX and PyTorch support.
  ☆207Updated this week
• IST-DASLab / Quartet
  ☆114Updated last week
• tspeterkim / paged-attention-minimal
  a minimal cache manager for PagedAttention, on top of llama3.
  ☆130Updated last year
• HandH1998 / QQQ
  QQQ is an innovative and hardware-optimized W4A8 quantization solution for LLMs.
  ☆153Updated 4 months ago
• onnx / neural-compressor
  Model compression for ONNX
  ☆99Updated last year
• apple / ml-recurrent-drafter
  ☆219Updated 11 months ago
• kakaobrain / trident
  A performance library for machine learning applications.
  ☆185Updated 2 years ago
• meta-pytorch / superblock
  A block oriented training approach for inference time optimization.
  ☆34Updated last year
• Adlik / smoothquantplus
  [ICML 2023] SmoothQuant: Accurate and Efficient Post-Training Quantization for Large Language Models
  ☆23Updated last year
• OpenGVLab / EfficientQAT
  [ACL 2025 Main] EfficientQAT: Efficient Quantization-Aware Training for Large Language Models
  ☆323Updated last month
• ModelTC / awesome-lm-system
  Summary of system papers/frameworks/codes/tools on training or serving large model
  ☆57Updated 2 years ago
• snowflakedb / ArcticInference
  ArcticInference: vLLM plugin for high-throughput, low-latency inference
  ☆363Updated last week
• triton-inference-server / vllm_backend
  ☆322Updated this week
• OpenBMB / CPM.cu
  CPM.cu is a lightweight, high-performance CUDA implementation for LLMs, optimized for end-device inference and featuring cutting-edge tec…
  ☆214Updated 3 months ago