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Machine Learning

A branch of artificial intelligence (AI) and computer science which focuses on the use of data and algorithms to imitate the way that humans learn, gradually improving its accuracy.

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GPU Kernels, Part 2: Teaching a 27B Model to Write Triton Kernels with SFT and a GPU Gym

GPU Kernels, Part 2: Teaching a 27B Model to Write Triton Kernels with SFT and a GPU Gym

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21 min read
How to check an ML benchmark for train/test copies

How to check an ML benchmark for train/test copies

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11 min read
Ollama vs LM Studio vs llama.cpp vs vLLM: which to pick, and how much VRAM each needs

Ollama vs LM Studio vs llama.cpp vs vLLM: which to pick, and how much VRAM each needs

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8 min read
How to Get a Wake-Word Model in 2026: Train openWakeWord Yourself or Use an Online Platform

How to Get a Wake-Word Model in 2026: Train openWakeWord Yourself or Use an Online Platform

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7 min read
Which Qwen model to run: versions, sizes and VRAM for 11 models

Which Qwen model to run: versions, sizes and VRAM for 11 models

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9 min read
The Degenerative Loop: Mathematical Mechanics of Recursive Model Collapse

The Degenerative Loop: Mathematical Mechanics of Recursive Model Collapse

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

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

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7 min read
What Stays Intact When the Model Changes? Paper 2 on Externalized Intelligence

What Stays Intact When the Model Changes? Paper 2 on Externalized Intelligence

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1 min read
Synthetic Demonstrations Still Need A Measured World

Synthetic Demonstrations Still Need A Measured World

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3 min read
EEG classifiers can score well by recognising the person

EEG classifiers can score well by recognising the person

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

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

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7 min read
I Built a Small LLM From Scratch — Here’s What I Finally Understood About Transformers

I Built a Small LLM From Scratch — Here’s What I Finally Understood About Transformers

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10 min read
FLUX 3 Max Keyframes Explained: 24 fps Frame Math, Validation Rules and a Node.js Helper

FLUX 3 Max Keyframes Explained: 24 fps Frame Math, Validation Rules and a Node.js Helper

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5 min read
How to compare GPU cloud prices without fooling yourself

How to compare GPU cloud prices without fooling yourself

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5 min read
AI Agent Autonomy: A Measurable Enterprise Framework

AI Agent Autonomy: A Measurable Enterprise Framework

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4 min read
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