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Dealing with all unstructured data, such as reverse image search, audio search, molecular search, video analysis, question and answer systems, NLP, etc.
Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.
Heterogeneous AI Computing Virtualization Middleware
DLRover: An Automatic Distributed Deep Learning System
[ECCV 2022] This is the official implementation of BEVFormer, a camera-only framework for autonomous driving perception, e.g., 3D object detection and semantic map segmentation.
YOLOv10: Real-Time End-to-End Object Detection
pytorch单精度、半精度、混合精度、单卡、多卡（DP / DDP）、FSDP、DeepSpeed模型训练代码，并对比不同方法的训练速度以及GPU内存的使用
PyTorch distributed training comparison
Efficiently Fine-Tune 100+ LLMs in WebUI (ACL 2024)
中文LLaMA&Alpaca大语言模型+本地CPU/GPU训练部署 (Chinese LLaMA & Alpaca LLMs)
OpenMMLab's next-generation platform for general 3D object detection.
Scripts for fine-tuning Meta Llama3 with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization and Q&A. Supportin…
Determined is an open-source machine learning platform that simplifies distributed training, hyperparameter tuning, experiment tracking, and resource management. Works with PyTorch and TensorFlow.
NEW - YOLOv8 🚀 in PyTorch > ONNX > OpenVINO > CoreML > TFLite
some examples for distributed train using volador cluster
[ECCV 2024] GenAD: Generative End-to-End Autonomous Driving
[IEEE T-PAMI] All you need for End-to-end Autonomous Driving
[CVPR 2023 Best Paper Award] Planning-oriented Autonomous Driving
Convert TensorFlow, Keras, Tensorflow.js and Tflite models to ONNX
DistilBERT / GPT-2 for on-device inference thanks to TensorFlow Lite with Android demo apps
Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more
ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator