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Evan Smothers

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torchtune: Easy and Accessible Finetuning in Native PyTorchPyTorch Conference 20242024-09-18
Shows a working finetuning pipeline for Llama 3 AP on a single A100 that reduces peak GPU memory from >80 GB (naive bf16) to ~58 GB with 8-bit AdamW, to ~48 GB…
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How Pytorch Powers Training InferenceAI Infra @Scale 20242024-07-31
Shows how PyTorch stacks combine concrete techniques and numbers: torch Titan composes 3D parallelism, activation recomputation and TorchCompile to run model…
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Accelerating Explorations in Vision and Multimodal AI Using Pytorch...PyTorch Conference 20232023-10-16
TorchMultimodal adds native diffusion primitives so developers can build a Dolly 2 generator in five lines using an ADM U-Net plus stackable adapters like…
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