— Technology we master

PyTorch

The deep-learning framework that dominates neural-network research and training.

PyTorch builds and trains neural networks with dynamic computation graphs (define-by-run) and autograd, running tensors on GPU (CUDA/ROCm). It's the de-facto standard for AI research, and torch.compile paired with TorchScript and ONNX export takes a model from prototype to production without a rewrite.

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[ Why PyTorch ]

What PyTorch brings to your project.

Typical use cases: Train and deploy custom vision, NLP or LLM models.

01
Dynamic graphs and autograd: natural debugging, fast iteration.
02
GPU tensors and native distributed multi-GPU training.
03
Rich ecosystem: torchvision, torchaudio, Hugging Face, Lightning.
04
torch.compile, TorchScript and ONNX export for production.

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Entrust your project
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Solutions built by Kosmos since 2018.

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A project with PyTorch?

Describe your project. Our team replies within 24 hours with free technical scoping, along with a clear estimate of costs and timelines. No commitment.

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