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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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A 763B MoE on two 96 GB GPUs: put the idle experts in host RAM, then measure per stream

A 763B MoE on two 96 GB GPUs: put the idle experts in host RAM, then measure per stream

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4 min read
Customer Purchase Prediction with Logistic Regression - A Beginner's End-to-End ML Project

Customer Purchase Prediction with Logistic Regression - A Beginner's End-to-End ML Project

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3 min read
How to Identify High-Value AI Use Cases Before Starting Development

How to Identify High-Value AI Use Cases Before Starting Development

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5 min read
Common Challenges in AI Software Development (and How to Fix Them)

Common Challenges in AI Software Development (and How to Fix Them)

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7 min read
LoRA in five minutes: why a rank-8 update is enough

LoRA in five minutes: why a rank-8 update is enough

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2 min read
Inside GitLab AI Gateway: How to Register Next-Gen LLMs with GitLab Duo

Inside GitLab AI Gateway: How to Register Next-Gen LLMs with GitLab Duo

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5 min read
I Built an AI to Judge AI Projects. Here's What It Looks For

I Built an AI to Judge AI Projects. Here's What It Looks For

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12 min read
DatasetRT: Stop Rebuilding Datasets to Rebalance Training

DatasetRT: Stop Rebuilding Datasets to Rebalance Training

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7 min read
BiSeNet or XSeg? Choosing the Right Face Mask for an Image Pipeline

BiSeNet or XSeg? Choosing the Right Face Mask for an Image Pipeline

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4 min read
Changing a Face Recognition Model Also Changes Your Threshold

Changing a Face Recognition Model Also Changes Your Threshold

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4 min read
Expert pruning improves decode throughput up to 1.8 with minimal quality loss

Expert pruning improves decode throughput up to 1.8 with minimal quality loss

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2 min read
Stop Overpaying for GPUs: Spot vs On-Demand for LLM Inference (With Real Numbers)

Stop Overpaying for GPUs: Spot vs On-Demand for LLM Inference (With Real Numbers)

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3 min read
LLM evaluation: evals that catch regressions, and when to trust LLM-as-a-judge

LLM evaluation: evals that catch regressions, and when to trust LLM-as-a-judge

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3 min read
Mistral's Timestral Runs on a CPU. Its 'Modified MIT' License Stops at $20M a Month

Mistral's Timestral Runs on a CPU. Its 'Modified MIT' License Stops at $20M a Month

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7 min read
What AI training data sells for in 2026: medians from 973 published prices

What AI training data sells for in 2026: medians from 973 published prices

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3 min read
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