Forem

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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Fine-Tuning Gemma 4 with Cloud Run Jobs: Serverless GPUs (NVIDIA RTX 6000 Pro) for pet breed classification 🐈🐕
Cover image for Fine-Tuning Gemma 4 with Cloud Run Jobs: Serverless GPUs (NVIDIA RTX 6000 Pro) for pet breed classification 🐈🐕

Fine-Tuning Gemma 4 with Cloud Run Jobs: Serverless GPUs (NVIDIA RTX 6000 Pro) for pet breed classification 🐈🐕

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9 min read
Why Data Quality is Becoming More Important Than Model Size in Modern AI Systems
Cover image for Why Data Quality is Becoming More Important Than Model Size in Modern AI Systems

Why Data Quality is Becoming More Important Than Model Size in Modern AI Systems

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3 min read
Understanding Transformers Part 15: Scaling and Combining Values in Encoder–Decoder Attention
Cover image for Understanding Transformers Part 15: Scaling and Combining Values in Encoder–Decoder Attention

Understanding Transformers Part 15: Scaling and Combining Values in Encoder–Decoder Attention

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1 min read
How I Built a Real-Time Anomaly Detection Engine for a Cloud Storage Platform

How I Built a Real-Time Anomaly Detection Engine for a Cloud Storage Platform

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10 min read
Close the loop
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Close the loop

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10 min read
Achieving Maximum Throughput on vLLM with a Single RTX 3090: A Production Guide for 7B LLMs

Achieving Maximum Throughput on vLLM with a Single RTX 3090: A Production Guide for 7B LLMs

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4 min read
I Built an AI Agent That Remembers My Entire Codebase (So I Don't Have To)

I Built an AI Agent That Remembers My Entire Codebase (So I Don't Have To)

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2 min read
Chapter 9: Single-Head Attention - Tokens Looking at Each Other
Cover image for Chapter 9: Single-Head Attention - Tokens Looking at Each Other

Chapter 9: Single-Head Attention - Tokens Looking at Each Other

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9 min read
Real-Time Anomaly Detection Engine for a Cloud Storage Platform

Real-Time Anomaly Detection Engine for a Cloud Storage Platform

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11 min read
Recurrent Neural Networks
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Recurrent Neural Networks

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17 min read
Why I'm Not Building Autonomous Job Search AI (Yet)

Why I'm Not Building Autonomous Job Search AI (Yet)

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6 min read
Top 5 Reinforcement Learning Environments

Top 5 Reinforcement Learning Environments

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11 min read
7 Platforms That Turn Agent Evals Into RL Training Data

7 Platforms That Turn Agent Evals Into RL Training Data

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8 min read
I Spent 6 Months Trying to See Time in Videos. Here's What Finally Worked.

I Spent 6 Months Trying to See Time in Videos. Here's What Finally Worked.

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3 min read
Claude AI Dev Tools: MCP Server, Blender Connector & Sonnet Evaluation Patterns

Claude AI Dev Tools: MCP Server, Blender Connector & Sonnet Evaluation Patterns

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3 min read
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