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Category: Machine Learning

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[In-Depth Guide] The Complete CTGAN + SDV Pipeline for High-Fidelity Synthetic Data
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[In-Depth Guide] The Complete CTGAN + SDV Pipeline for High-Fidelity Synthetic Data

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In this tutorial, we build a complete, production-grade synthetic data pipeline using CTGAN and the SDV ecosystem. We start from […]

OpenAI Releases a Research Preview of GPT‑5.3-Codex-Spark: A 15x Faster AI Coding Model Delivering Over 1000 Tokens Per Second on Cerebras Hardware
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OpenAI Releases a Research Preview of GPT‑5.3-Codex-Spark: A 15x Faster AI Coding Model Delivering Over 1000 Tokens Per Second on Cerebras Hardware

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OpenAI just launched a new research preview called GPT-5.3 Codex-Spark. This model is built for 1 thing: extreme speed. While […]

OpenAI sidesteps Nvidia with unusually fast coding model on plate-sized chips
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OpenAI sidesteps Nvidia with unusually fast coding model on plate-sized chips

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But 1,000 tokens per second is actually modest by Cerebras standards. The company has measured 2,100 tokens per second on […]

Attackers prompted Gemini over 100,000 times while trying to clone it, Google says
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Attackers prompted Gemini over 100,000 times while trying to clone it, Google says

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Skip to content Adventures in copy protection Distillation technique lets copycats mimic Gemini at a fraction of the development cost. […]

How to Build a Matryoshka-Optimized Sentence Embedding Model for Ultra-Fast Retrieval with 64-Dimension Truncation
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How to Build a Matryoshka-Optimized Sentence Embedding Model for Ultra-Fast Retrieval with 64-Dimension Truncation

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In this tutorial, we fine-tune a Sentence-Transformers embedding model using Matryoshka Representation Learning so that the earliest dimensions of the […]

OpenAI researcher quits over ChatGPT ads, warns of “Facebook” path
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OpenAI researcher quits over ChatGPT ads, warns of “Facebook” path

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On Wednesday, former OpenAI researcher Zoë Hitzig published a guest essay in The New York Times announcing that she resigned […]

How to Build a Privacy-Preserving Federated Pipeline to Fine-Tune Large Language Models with LoRA Using Flower and PEFT
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How to Build a Privacy-Preserving Federated Pipeline to Fine-Tune Large Language Models with LoRA Using Flower and PEFT

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In this tutorial, we demonstrate how to federate fine-tuning of a large language model using LoRA without ever centralizing private […]

Microsoft AI Proposes OrbitalBrain: Enabling Distributed Machine Learning in Space with Inter-Satellite Links and Constellation-Aware Resource Optimization Strategies
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Microsoft AI Proposes OrbitalBrain: Enabling Distributed Machine Learning in Space with Inter-Satellite Links and Constellation-Aware Resource Optimization Strategies

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Earth observation (EO) constellations capture huge volumes of high-resolution imagery every day, but most of it never reaches the ground […]

ByteDance Releases Protenix-v1: A New Open-Source Model Achieving AF3-Level Performance in Biomolecular Structure Prediction
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ByteDance Releases Protenix-v1: A New Open-Source Model Achieving AF3-Level Performance in Biomolecular Structure Prediction

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How close can an open model get to AlphaFold3-level accuracy when it matches training data, model scale and inference budget? […]

How to Design Production-Grade Mock Data Pipelines Using Polyfactory with Dataclasses, Pydantic, Attrs, and Nested Models
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How to Design Production-Grade Mock Data Pipelines Using Polyfactory with Dataclasses, Pydantic, Attrs, and Nested Models

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In this tutorial, we walk through an advanced, end-to-end exploration of Polyfactory, focusing on how we can generate rich, realistic […]

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