Hugging Face Transformers: The Universal Library for Pretrained Models
The transformer architecture has become the universal building block of modern AI, powering everything from language understanding to image …
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PyTorch
Detectron2: Meta's Platform for Object Detection and Segmentation
Object detection has undergone a remarkable evolution over the past decade, from hand-crafted features to deep neural networks that can identify …
Causal-Conv1d: The CUDA-Optimized Kernel Powering Mamba State Space Models
The Transformer architecture has dominated deep learning for years, but a new challenger has emerged: state space models (SSMs). At the heart of …
bitsandbytes: Essential k-bit Quantization Library for LLM Training and Inference
Large language models have grown far beyond the memory capacity of consumer hardware. A 70-billion-parameter model requires 140 gigabytes of GPU …