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How Hugging Face's Transformers Added UltraBERT with Layer-Specific Rotary Embeddings

How Hugging Face's Transformers Added UltraBERT with Layer-Specific Rotary Embeddings

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2 min read
Keras #22561 speedups: compiled Keras on PyTorch now generates text 11.6x faster

Keras #22561 speedups: compiled Keras on PyTorch now generates text 11.6x faster

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7 min read
The One Knob I Never Swept Was the Optimizer. Adam Beat My Tuned SGD by 0.7

The One Knob I Never Swept Was the Optimizer. Adam Beat My Tuned SGD by 0.7

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3 min read
Building a Transformer from Scratch: Part 1 — The Embedding Layer

Building a Transformer from Scratch: Part 1 — The Embedding Layer

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2 min read
PyTorch vs. TensorFlow for Diffusion Models: A Dev Leader's Guide to Tooling and Productivity

PyTorch vs. TensorFlow for Diffusion Models: A Dev Leader's Guide to Tooling and Productivity

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4 min read
MPS backend out of memory on a Mac: what the numbers mean and how to set the watermark

MPS backend out of memory on a Mac: what the numbers mean and how to set the watermark

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4 min read
PyTorch on a Mac: why memory looks freed after .to("cpu")

PyTorch on a Mac: why memory looks freed after .to("cpu")

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4 min read
I Trained a Language Model From Scratch on a 4 GB GPU

I Trained a Language Model From Scratch on a 4 GB GPU

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6 min read
Model security on Hugging Face: what executes when you load

Model security on Hugging Face: what executes when you load

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7 min read
I Set Every Seed and Trained Twice. The Models Diverged at Step 1

I Set Every Seed and Trained Twice. The Models Diverged at Step 1

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4 min read
Model CPU offload on a 48 GB Mac: 18.5 GB footprint and 9.6 GB of swap

Model CPU offload on a 48 GB Mac: 18.5 GB footprint and 9.6 GB of swap

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2 min read
Loading a PyTorch pipeline one stage at a time: Pixal3D on a 48 GB Mac

Loading a PyTorch pipeline one stage at a time: Pixal3D on a 48 GB Mac

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7 min read
Rebuilding a brain-to-text decoder: from 50% to 23.5% word errors

Rebuilding a brain-to-text decoder: from 50% to 23.5% word errors

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5 min read
What Does a Neural Network Actually Receive When You Give It an Image?

What Does a Neural Network Actually Receive When You Give It an Image?

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3 min read
Generating electrode stimulation patterns for a simulated cortical prosthesis

Generating electrode stimulation patterns for a simulated cortical prosthesis

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5 min read
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