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ML acceleration guide: TPUs vs GPUs-Winpcsoft.com

ML acceleration guide: TPUs vs GPUs

There's a lot of hype about GPUs and NVIDIA, but how much do you know about TPUs?Rack with TPUs (left) and GPUs (right)The article contains code examples, which you can find at the...
Gemma 4 as an LLM-as-a-Judge: Batch Responsible AI Evaluation on Cloud TPU v5e-Winpcsoft.com

Gemma 4 as an LLM-as-a-Judge: Batch Responsible AI Evaluation on Cloud TPU v5e

TPU batch evaluation pipeline for RAI Checklist CLICalibrated trust (the governance framework I built for agent AI systems) requires measurable governance checks performed against ...
Opera GX für PC kostenloser Download-Winpcsoft.com

Opera GX für PC kostenloser Download

Opera GX For pc is a unique web browser designed specifically for gamers, offering an optimized browsing experience tailored to gaming needs. With advanced customization options, b...
Modernizing the Facebook Groups Search to Unlock the Power of Community Knowledge-Winpcsoft.com

Modernisierung der Facebook-Gruppensuche, um das Potenzial des Community-Wissens freizusetzen

We have has fundamentally changed Facebook group searches to help people more reliably discover, sort and validate community content that is most relevant to them. We introduced a ...
Feinabstimmung von Gemma 3 auf TPU für Medical Q&A with Keras and JAX-Winpcsoft.com

Feinabstimmung von Gemma 3 auf TPU für Medical Q&A mit Keras und JAX

I wanted to build a medical Q&A fine-tuning project that remained truly TPU native on Kaggle. This project uses Google's 'gemma-3–1b-it', KerasHub, JAX backend and a Kaggle TPU to...
Multimodales Gemma bringen 4 E2B bis zum Rand: A Deep Dive into LiteRT-LM and Qualcomm QNN-Winpcsoft.com

Multimodales Gemma bringen 4 E2B bis zum Rand: Ein tiefer Einblick in LiteRT-LM und Qualcomm QNN

Running Large Language Models (LLMs) on mobile devices used to be a dream of the future. Today, with the release of Google Gemma 4 Family and the powerful LiteRT-LM Framework, deli...
Post-Quantum-Kryptographie-Migration bei Meta: Rahmen, Unterricht, and Takeaways-Winpcsoft.com

Post-Quantum-Kryptographie-Migration bei Meta: Rahmen, Unterricht, und Imbissbuden

Wir teilen die Erkenntnisse aus der Post-Quanten-Kryptographie von Meta (PQC) migration to help other organizations strengthen their resilience as industry transitions to post-quantu...
Kapazitätseffizienz bei Meta: How Unified AI Agents Optimize Performance at Hyperscale-Winpcsoft.com

Kapazitätseffizienz bei Meta: Wie einheitliche KI-Agenten die Leistung bei Hyperscale optimieren

We provide insights into Meta's Capacity Efficiency Program, where we developed an AI agent platform that helps automatically find and resolve performance issues across our infrast...
Von Google Glass projizierte Daten. Gemini Generates Reality-Winpcsoft.com

Von Google Glass projizierte Daten. Zwillinge erzeugen Realität

Gebäude unsichtbarer Stadtteil #3. How event-driven AI agents create spatial interfaces that don’t exist until you need themThis is the third in a series of posts on my distributed...
Stellen Sie Gemma bereit 4 auf Cloud Run: Pay Only When You Actually Use It-Winpcsoft.com

Stellen Sie Gemma bereit 4 auf Cloud Run: Zahlen Sie nur, wenn Sie es tatsächlich nutzen

I was in the room in Paris when Google announced Gemma 3. Es war eine aufregende Veranstaltung. Die Demos waren beeindruckend. Aber das wirklich Wichtige geschah später, zurück an meinem Schreibtisch, when I ran ...
Das ist Cloud Run: Configuration-Winpcsoft.com

Das ist Cloud Run: Konfiguration

Das ist Teil 3 aus der „This is Cloud Run“-Reihe. In Part 1, Wir haben erläutert, was Cloud Run ist und wann man es wählen sollte. In Part 2, we walked through the deployment options and revision ...
Der Gabel entkommen: Wie Meta WebRTC Across modernisierte 50+ Use Cases-Winpcsoft.com

Der Gabel entkommen: Wie Meta WebRTC Across modernisierte 50+ Anwendungsfälle

Bei Meta, WebRTC powers real-time audio and video across various platforms. But forking a large open-source project like WebRTC within our monorepo presents unique challenges – ove...
Vertrauen Sie, aber Canary: Configuration Safety at Scale-Winpcsoft.com

Vertrauen Sie, aber Canary: Konfigurationssicherheit im großen Maßstab

As AI increases developer speed and productivity, the need for protection measures also increases. In this episode of the Meta Tech Podcast: Pascal Hartig sits down with Ishwari an...
Optimale türkische Subword-Strategien II: What WordPiece Learns from Turkish Morphology-Winpcsoft.com

Optimale türkische Subword-Strategien II: Was WordPiece aus der türkischen Morphologie lernt

Turkish is generous with morphology. A single lemma can grow into a long surface form - case, possession, tense/aspect, evidentiary...Read more about Google developer experts »
FFmpeg bei Meta: Media Processing at Scale-Winpcsoft.com

FFmpeg bei Meta: Medienverarbeitung im Maßstab

FFmpeg is truly a multi-tool for media processing. As an industry-standard tool, it supports a wide range of audio and video codecs and container formats. It can also orchestrate c...
Das ist Cloud Run: A Decision Guide for Developers-Winpcsoft.com

Das ist Cloud Run: Ein Entscheidungsleitfaden für Entwickler

I like to throw spaghetti at the wall and see if it sticks.Some of my best projects started exactly that way. An idea on a Saturday morning, a container deployed by lunch, a URL s...
How Advanced Browsing Protection Works in Messenger-Winpcsoft.com

So funktioniert der erweiterte Browserschutz im Messenger

We’re sharing the technical details behind how Advanced Browsing Protection (ABP) in Messenger protects the privacy of the links clicked on within chats while still warning people...
[Anleitung] Von Agenten bis zu APIs: Erstellen Sie produktionsbereite KI-Systeme mit Google ADK & FastAPI-Winpcsoft.com

[Anleitung] Von Agenten bis zu APIs: Erstellen Sie produktionsbereite KI-Systeme mit Google ADK & FastAPI

Building production-ready AI systems requires a shift from simple prompting to structured orchestration. With the Google Agent Development Kit (ADK) And pythonYou can create robust...
How Meta Used AI to Map Tribal Knowledge in Large-Scale Data Pipelines-Winpcsoft.com

Wie Meta KI nutzte, um Stammeswissen in großen Datenpipelines abzubilden

AI coding assistants are powerful, but they are only as good as their understanding of your codebase. When we alerted AI agents to one of Meta's large data processing pipelines - s...
Google Antigravity: Einsteigerleitfaden zur New Agentic IDE (Schritt für Schritt + Echter Anwendungsfall)-Winpcsoft.com

Google Antigravity: Einsteigerleitfaden zur New Agentic IDE (Schritt für Schritt + Echter Anwendungsfall)

We have all deployed AI “co-pilots.” They are great at finishing our sentences or writing a short function. But let’s be honest – sometimes it feels like you’re still doing 90...
Patchen Sie mich, wenn Sie können: AI Codemods for Secure-by-Default Android Apps-Winpcsoft.com

Patchen Sie mich, wenn Sie können: KI-Codemods für standardmäßig sichere Android-Apps

Even seemingly simple engineering tasks – like updating an API – can become monumental undertakings when you're dealing with millions of lines of code and thousands of engineers,...