Alternatives and similar repositories for optimum-executorch

Users that are interested in optimum-executorch are comparing it to the libraries listed below

• neuralmagic / compressed-tensors
  A safetensors extension to efficiently store sparse quantized tensors on disk
  ☆129Updated this week
• huggingface / kernels
  Load compute kernels from the Hub
  ☆191Updated this week
• mobiusml / gemlite
  Fast low-bit matmul kernels in Triton
  ☆322Updated last week
• neuralmagic / nm-vllm
  A high-throughput and memory-efficient inference and serving engine for LLMs
  ☆264Updated 8 months ago
• gau-nernst / quantized-training
  Explore training for quantized models
  ☆18Updated this week
• 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
• NVIDIA-NeMo / Run
  A tool to configure, launch and manage your machine learning experiments.
  ☆161Updated this week
• huggingface / optimum-tpu
  Google TPU optimizations for transformers models
  ☆113Updated 5 months ago
• IST-DASLab / Quartet
  ☆68Updated this week
• pytorch-labs / float8_experimental
  This repository contains the experimental PyTorch native float8 training UX
  ☆224Updated 10 months ago
• google-ai-edge / ai-edge-quantizer
  AI Edge Quantizer: flexible post training quantization for LiteRT models.
  ☆49Updated this week
• facebookresearch / SpinQuant
  Code repo for the paper "SpinQuant LLM quantization with learned rotations"
  ☆288Updated 4 months ago
• astramind-ai / BitMat
  An efficent implementation of the method proposed in "The Era of 1-bit LLMs"
  ☆154Updated 8 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"
  ☆80Updated 3 weeks ago
• apple / ml-recurrent-drafter
  ☆213Updated 5 months ago
• MekkCyber / CutlassAcademy
  A curated collection of resources, tutorials, and best practices for learning and mastering NVIDIA CUTLASS
  ☆189Updated last month
• cloneofsimo / ptx-tutorial-by-aislop
  PTX-Tutorial Written Purely By AIs (Deep Research of Openai and Claude 3.7)
  ☆66Updated 3 months ago
• groq / mlagility
  Machine Learning Agility (MLAgility) benchmark and benchmarking tools
  ☆39Updated last month
• GATECH-EIC / ShiftAddLLM
  ShiftAddLLM: Accelerating Pretrained LLMs via Post-Training Multiplication-Less Reparameterization
  ☆109Updated 8 months ago
• onnx / neural-compressor
  Model compression for ONNX
  ☆96Updated 7 months ago
• IsaacRe / vllm-kvcompress
  KV cache compression for high-throughput LLM inference
  ☆131Updated 4 months ago
• mobiusml / aana_sdk
  Aana SDK is a powerful framework for building AI enabled multimodal applications.
  ☆47Updated this week
• AI-Hypercomputer / jetstream-pytorch
  PyTorch/XLA integration with JetStream (https://github.com/google/JetStream) for LLM inference"
  ☆62Updated 2 months ago
• VatsaDev / NanoPoor
  NanoGPT-speedrunning for the poor T4 enjoyers
  ☆66Updated 2 months ago
• pytorch-labs / applied-ai
  Applied AI experiments and examples for PyTorch
  ☆277Updated 3 weeks ago
• justinchuby / onnx-safetensors
  Use safetensors with ONNX 🤗
  ☆63Updated 3 months ago
• MekkCyber / TritonAcademy
  A repository to unravel the language of GPUs, making their kernel conversations easy to understand
  ☆185Updated 3 weeks ago
• VITA-Group / Q-GaLore
  Q-GaLore: Quantized GaLore with INT4 Projection and Layer-Adaptive Low-Rank Gradients.
  ☆198Updated 11 months ago
• Cornell-RelaxML / qtip
  ☆137Updated this week
• ScalingIntelligence / good-kernels
  Samples of good AI generated CUDA kernels
  ☆83Updated 3 weeks ago