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Gemma 4 on a 4 GB GPU in Plain PyTorch: From Out of Memory to Faster Than llama.cpp

Includes a tricky broadcast K/V debugging story
xbill profile

Gemma 4 on a 4 GB GPU in Plain PyTorch: From Out of Memory to Faster Than llama.cpp

#gemma #pytorch #cuda #quantization
2
Comments 3
13 min read
MPS backend out of memory: the "max allowed" number on every Mac size
nefayran profile

MPS backend out of memory: the "max allowed" number on every Mac size

#pytorch #python #macos #machinelearning
1
Comments 1
5 min read
Pickle-only uploads to Hugging Face doubled since 2024
notaflightrisk profile
Iain

Pickle-only uploads to Hugging Face doubled since 2024

#ai #security #huggingface #pytorch
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5 min read
PyTorch on TPU: Hands On With Colab
xbill profile

PyTorch on TPU: Hands On With Colab

#pytorch #tpu #gemma #googlecloud
2
Comments 1
14 min read
Four tools for seismic data
amansinghnp profile

Four tools for seismic data

#pytorch #python #cpp #geophysics
Comments
26 min read
Why a Keras model fails to convert to TFLite: 11 known cases, 5 traps
pctablet505 profile

Why a Keras model fails to convert to TFLite: 11 known cases, 5 traps

#keras #tflite #pytorch #machinelearning
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6 min read
EMA's Decay Isn't a Dial. It's a Plateau, a Cliff, and a 10%-Accuracy Crater
b1ackjack12 profile

EMA's Decay Isn't a Dial. It's a Plateau, a Cliff, and a 10%-Accuracy Crater

#pytorch #machinelearning #deeplearning #hyperparameters
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5 min read
TorchTPU vs CUDA: Can Native PyTorch Make Google TPUs Easier to Use?
jamilxt profile

TorchTPU vs CUDA: Can Native PyTorch Make Google TPUs Easier to Use?

#pytorch #tpu #cuda #ai
1
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8 min read
Why Long bf16 Training Runs Stall: The Residual Stream Has No Room for Small Updates
ai_openfree_b23025ef075cf profile

Why Long bf16 Training Runs Stall: The Residual Stream Has No Room for Small Updates

#ai #machinelearning #pytorch #llm
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8 min read
Google Open-Sourced TorchTPU. PyTorch/XLA Is Deprecated and Gets Archived November 15
gabrielanhaia profile

Google Open-Sourced TorchTPU. PyTorch/XLA Is Deprecated and Gets Archived November 15

#pytorch #machinelearning #google #ai
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7 min read
AWS PyTorch: Build, Train, and Deploy Deep Learning Models in the Cloud
omayrashraf profile

AWS PyTorch: Build, Train, and Deploy Deep Learning Models in the Cloud

#aws #pytorch #machinelearning #python
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7 min read
Google has joined Amazon in attacking Nvidia's stronghold with AI app developers
chandan_kumar_1afaffcf991 profile

Google has joined Amazon in attacking Nvidia's stronghold with AI app developers

#pytorch #gpu #infrastructure #nvidia
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2 min read
TorchNeuron y chips Trainium de Amazon: beta pĂşblica hoy
henryramireztech profile

TorchNeuron y chips Trainium de Amazon: beta pĂşblica hoy

#amazon #aws #nvidia #pytorch
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4 min read
AWS's TorchNeuron Runs PyTorch on Trainium With .to('neuron'). Shapes Must Be Static
gabrielanhaia profile

AWS's TorchNeuron Runs PyTorch on Trainium With .to('neuron'). Shapes Must Be Static

#ai #pytorch #aws #machinelearning
Comments
7 min read
Amazon: New TorchNeuron tool challenges Nvidia's dominance
hacksgr profile

Amazon: New TorchNeuron tool challenges Nvidia's dominance

#torchneuron #pytorch #trainium #cuda
1
Comments
2 min read
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