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How Hugging Face's Transformers Added UltraBERT with Layer-Specific Rotary Embeddings
Priyadarshan Singh
Priyadarshan Singh
Priyadarshan Singh
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Oct 16
How Hugging Face's Transformers Added UltraBERT with Layer-Specific Rotary Embeddings
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transformers
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pytorch
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nlp
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modelarchitecture
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2 min read
Keras #22561 speedups: compiled Keras on PyTorch now generates text 11.6x faster
Rahul Kumar
Rahul Kumar
Rahul Kumar
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Oct 16
Keras #22561 speedups: compiled Keras on PyTorch now generates text 11.6x faster
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python
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pytorch
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performance
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machinelearning
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7 min read
The One Knob I Never Swept Was the Optimizer. Adam Beat My Tuned SGD by 0.7
b1ackjack12
b1ackjack12
b1ackjack12
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Oct 16
The One Knob I Never Swept Was the Optimizer. Adam Beat My Tuned SGD by 0.7
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pytorch
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machinelearning
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deeplearning
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datascience
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3 min read
Building a Transformer from Scratch: Part 1 — The Embedding Layer
Dhruv
Dhruv
Dhruv
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Oct 14
Building a Transformer from Scratch: Part 1 — The Embedding Layer
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python
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pytorch
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machinelearning
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deeplearning
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2 min read
PyTorch vs. TensorFlow for Diffusion Models: A Dev Leader's Guide to Tooling and Productivity
Oleg
Oleg
Oleg
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Oct 14
PyTorch vs. TensorFlow for Diffusion Models: A Dev Leader's Guide to Tooling and Productivity
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ai
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machinelearning
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pytorch
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tensorflow
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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
Rodion Kazennov
Rodion Kazennov
Rodion Kazennov
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Oct 14
MPS backend out of memory on a Mac: what the numbers mean and how to set the watermark
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pytorch
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python
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macos
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machinelearning
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4 min read
PyTorch on a Mac: why memory looks freed after .to("cpu")
Rodion Kazennov
Rodion Kazennov
Rodion Kazennov
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Oct 13
PyTorch on a Mac: why memory looks freed after .to("cpu")
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pytorch
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python
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macos
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machinelearning
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4 min read
I Trained a Language Model From Scratch on a 4 GB GPU
Sandra Bamboo
Sandra Bamboo
Sandra Bamboo
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Oct 12
I Trained a Language Model From Scratch on a 4 GB GPU
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beginners
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machinelearning
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ai
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pytorch
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6 min read
Model security on Hugging Face: what executes when you load
Nikoloz Turazashvili (@axrisi)
Nikoloz Turazashvili (@axrisi)
Nikoloz Turazashvili (@axrisi)
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Oct 12
Model security on Hugging Face: what executes when you load
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security
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python
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machinelearning
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pytorch
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7 min read
I Set Every Seed and Trained Twice. The Models Diverged at Step 1
b1ackjack12
b1ackjack12
b1ackjack12
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Oct 12
I Set Every Seed and Trained Twice. The Models Diverged at Step 1
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pytorch
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machinelearning
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deeplearning
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reproducibility
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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
Rodion Kazennov
Rodion Kazennov
Rodion Kazennov
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Oct 11
Model CPU offload on a 48 GB Mac: 18.5 GB footprint and 9.6 GB of swap
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pytorch
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python
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machinelearning
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macos
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2 min read
Loading a PyTorch pipeline one stage at a time: Pixal3D on a 48 GB Mac
Rodion Kazennov
Rodion Kazennov
Rodion Kazennov
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Oct 5
Loading a PyTorch pipeline one stage at a time: Pixal3D on a 48 GB Mac
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pytorch
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python
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machinelearning
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macos
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7 min read
Rebuilding a brain-to-text decoder: from 50% to 23.5% word errors
Yuuki Yamashita
Yuuki Yamashita
Yuuki Yamashita
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Oct 3
Rebuilding a brain-to-text decoder: from 50% to 23.5% word errors
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ai
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python
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pytorch
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machinelearning
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5 min read
What Does a Neural Network Actually Receive When You Give It an Image?
Akhilesh Kancharla
Akhilesh Kancharla
Akhilesh Kancharla
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Oct 2
What Does a Neural Network Actually Receive When You Give It an Image?
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python
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computervision
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machinelearning
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pytorch
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3 min read
Generating electrode stimulation patterns for a simulated cortical prosthesis
Yuuki Yamashita
Yuuki Yamashita
Yuuki Yamashita
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Oct 3
Generating electrode stimulation patterns for a simulated cortical prosthesis
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ai
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python
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pytorch
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machinelearning
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5 min read
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