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Official Repo for SparseLLM: Global Pruning of LLMs (NeurIPS 2024)
High-efficiency floating-point neural network inference operators for mobile, server, and Web
BladeDISC is an end-to-end DynamIc Shape Compiler project for machine learning workloads.
[MLSys 2021] IOS: Inter-Operator Scheduler for CNN Acceleration
A set of tool which would make your life easier with Tensorrt and Onnxruntime. This Repo is designed for YoloV3
Faster inference YOLOv8: Optimize and export YOLOv8 models for faster inference using OpenVINO and Numpy ?
[CVPR 2025] DivPrune: Diversity-based Visual Token Pruning for Large Multimodal Models
Your AI Catalyst: inference backend to maximize your model's inference performance
Batch Partitioning for Multi-PE Inference with TVM (2020)
Leveraging torch.compile to accelerate cross-encoder inference
A compilation of various ML and DL models and ways to optimize the their inferences.