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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
Building a Transformer from Scratch: Part 1 — The Embedding Layer
Dhruv
Dhruv
Dhruv
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Oct 10
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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3 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
How to make GPU training survive spot preemption (without babysitting it)
Viswaretas Kotra
Viswaretas Kotra
Viswaretas Kotra
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Oct 9
How to make GPU training survive spot preemption (without babysitting it)
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machinelearning
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pytorch
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gpu
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mlops
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3 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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 comment
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
RoPE vs sinusoidal positional encoding, measured: 55 logits of drift against 0.0005
Mira Ceti
Mira Ceti
Mira Ceti
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Oct 1
RoPE vs sinusoidal positional encoding, measured: 55 logits of drift against 0.0005
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machinelearning
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deeplearning
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pytorch
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python
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7 min read
Demystifying LLMs: Building a 124M-Parameter Decoder-Only Transformer in PyTorch
S Aaron Dennis
S Aaron Dennis
S Aaron Dennis
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Sep 30
Demystifying LLMs: Building a 124M-Parameter Decoder-Only Transformer in PyTorch
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python
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machinelearning
#
ai
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pytorch
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24 min read
nn.Module Explained: The Same Model Built with Raw Tensors and with nn.Module
Wesam Khallaf — Author of PyTorch From Ground Up
Wesam Khallaf — Author of PyTorch From Ground Up
Wesam Khallaf — Author of PyTorch From Ground Up
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Sep 26
nn.Module Explained: The Same Model Built with Raw Tensors and with nn.Module
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pytorch
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deeplearning
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beginners
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machinelearning
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8 min read
25 LLM architecture blocks, side by side, in runnable PyTorch
Mira Ceti
Mira Ceti
Mira Ceti
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Sep 24
25 LLM architecture blocks, side by side, in runnable PyTorch
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machinelearning
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deeplearning
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pytorch
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python
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8 min read
I Rebuilt Jev's Structure with Qwen (Not Its Capabilities)
Senna
Senna
Senna
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Sep 21
I Rebuilt Jev's Structure with Qwen (Not Its Capabilities)
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ai
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jev
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pytorch
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machinelearning
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9 min read
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