Alternatives and similar repositories for tutorials:

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

• triton-inference-server / python_backend
  Triton backend that enables pre-process, post-processing and other logic to be implemented in Python.
  ☆588Updated this week
• triton-inference-server / pytriton
  PyTriton is a Flask/FastAPI-like interface that simplifies Triton's deployment in Python environments.
  ☆772Updated last week
• triton-inference-server / model_analyzer
  Triton Model Analyzer is a CLI tool to help with better understanding of the compute and memory requirements of the Triton Inference Serv…
  ☆454Updated this week
• triton-inference-server / client
  Triton Python, C++ and Java client libraries, and GRPC-generated client examples for go, java and scala.
  ☆600Updated last week
• triton-inference-server / backend
  Common source, scripts and utilities for creating Triton backends.
  ☆307Updated last week
• triton-inference-server / tensorrtllm_backend
  The Triton TensorRT-LLM Backend
  ☆779Updated this week
• NVIDIA / TensorRT-Model-Optimizer
  TensorRT Model Optimizer is a unified library of state-of-the-art model optimization techniques such as quantization, pruning, distillati…
  ☆708Updated last week
• triton-inference-server / model_navigator
  Triton Model Navigator is an inference toolkit designed for optimizing and deploying Deep Learning models with a focus on NVIDIA GPUs.
  ☆196Updated last month
• triton-inference-server / onnxruntime_backend
  The Triton backend for the ONNX Runtime.
  ☆138Updated this week
• triton-inference-server / vllm_backend
  ☆224Updated this week
• triton-inference-server / core
  The core library and APIs implementing the Triton Inference Server.
  ☆115Updated this week
• IST-DASLab / marlin
  FP16xINT4 LLM inference kernel that can achieve near-ideal ~4x speedups up to medium batchsizes of 16-32 tokens.
  ☆729Updated 5 months ago
• triton-inference-server / fastertransformer_backend
  ☆410Updated last year
• NVIDIA / TransformerEngine
  A library for accelerating Transformer models on NVIDIA GPUs, including using 8-bit floating point (FP8) precision on Hopper and Ada GPUs…
  ☆2,190Updated this week
• efeslab / Nanoflow
  A throughput-oriented high-performance serving framework for LLMs
  ☆737Updated 5 months ago
• vllm-project / llm-compressor
  Transformers-compatible library for applying various compression algorithms to LLMs for optimized deployment with vLLM
  ☆982Updated this week
• huggingface / optimum-intel
  🤗 Optimum Intel: Accelerate inference with Intel optimization tools
  ☆443Updated this week
• triton-inference-server / common
  Common source, scripts and utilities shared across all Triton repositories.
  ☆68Updated last week
• huggingface / optimum-benchmark
  🏋️ A unified multi-backend utility for benchmarking Transformers, Timm, PEFT, Diffusers and Sentence-Transformers with full support of O…
  ☆286Updated 3 weeks ago
• huggingface / optimum-quanto
  A pytorch quantization backend for optimum
  ☆883Updated last month
• triton-inference-server / tensorrt_backend
  The Triton backend for TensorRT.
  ☆69Updated this week
• triton-inference-server / triton_cli
  Triton CLI is an open source command line interface that enables users to create, deploy, and profile models served by the Triton Inferen…
  ☆54Updated this week
• pytorch / PiPPy
  Pipeline Parallelism for PyTorch
  ☆749Updated 6 months ago
• triton-inference-server / pytorch_backend
  The Triton backend for the PyTorch TorchScript models.
  ☆143Updated this week
• triton-inference-server / dali_backend
  The Triton backend that allows running GPU-accelerated data pre-processing pipelines implemented in DALI's python API.
  ☆132Updated last week
• NVIDIA / NeMo-Framework-Launcher
  Provides end-to-end model development pipelines for LLMs and Multimodal models that can be launched on-prem or cloud-native.
  ☆490Updated 3 weeks ago
• pytorch / TensorRT
  PyTorch/TorchScript/FX compiler for NVIDIA GPUs using TensorRT
  ☆2,677Updated this week
• triton-inference-server / perf_analyzer
  ☆43Updated this week
• ray-project / llmperf
  LLMPerf is a library for validating and benchmarking LLMs
  ☆749Updated 2 months ago
• NetEase-FuXi / EETQ
  Easy and Efficient Quantization for Transformers
  ☆193Updated 2 weeks ago