News | Joshua Berkowitz

5 Articles

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Mastering the Art of Fine-Tuning the Segment Anything Model (SAM)

The Segment Anything Model (SAM) has revolutionized computer vision with its ability to generate high-quality segmentation masks for a wide variety of objects. While SAM offers impressive results out ...

computer vision deep learning fine-tuning model training Roboflow SAM segmentation

Nov 21, 2025

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Thinking Machines Tinker: Simplifying Fine-Tuning for Language Models

The power to customize advanced language models without wrestling with infrastructure or distributed training is what Tinker by Thinking Machines promises. This innovative API puts flexible, powerful ...

AI APIs fine-tuning infrastructure language models machine learning open source research tools

Oct 2, 2025

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Fine-Tuned Vision-Language Models Are Improving Satellite Image Analysis

From monitoring crop health to tracking deforestation, satellite images provide a wealth of critical data. However, teaching a machine to interpret these complex visuals with human-like precision has ...

AI applications classification fine-tuning LoRA model adaptation Pixtral-12B satellite imagery vision-language models

Sep 18, 2025

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Boosting Low-Precision AI: Fine-Tuning GPT-OSS with Quantization-Aware Training

Deploying large language models requires balancing accuracy and efficiency , a challenge that intensifies as demand for high-throughput generative AI grows. The open-source gpt-oss model, featuring a ...

AI deployment fine-tuning gpt-oss low precision model optimization NVIDIA QAT quantization

Sep 10, 2025

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Unlocking Efficient AI: How Gemma 3 270M Redefines On-Device Intelligence

Google’s Gemma 3 270M is a lightweight yet robust solution designed to bring specialized intelligence to edge devices, all while maintaining impressive efficiency and accuracy. Efficiency Over Raw Siz...

AI energy efficiency fine-tuning Gemma model deployment on-device AI specialized models

Aug 14, 2025

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