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xbillJun 17, 2026 • 24 min read
Debugging Deployments with Gemma 12B, TPU v6e-1, MCP, and Antigravity CLI
This article provides a step by step debugging guide for deploying Gemma 4 to a Google Cloud TPU...
#antigravitycli#gemma4#mcps#tpu
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CreetaJun 17, 2026 • 7 min read
Gemma 4 12B skips the audio encoder. Is 16 GB enough?
Gemma 4 12B: encoder-free audio and video on 16 GB RAM. Run it via Ollama, HuggingFace Transformers,...
#gemma#gemma4#google#openweight
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xbill3d ago • 14 min read
12B Gemma 4 Deployment with NVIDIA Blackwell 6000, MCP, Cloud Run, and Antigravity CLI
This article provides a step by step deployment guide for Gemma 4 to a Google Cloud Run hosted GPU.....
#gemma4#mcps#antigravity#blackwell
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xbill2d ago • 20 min read
Serverless Gemma 12B with NVIDIA A100 on Azure Container Apps
This article provides a step by step debugging guide for deploying Gemma 4 to Azure Container Apps. ...
#qat#gemma4#mcps#azurecontainerapps
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Saad Eqbal6d ago • 5 min read
Congrats to the Gemma 4 Challenge Winners!
Congrats to the Gemma 4 Challenge Winners! The best AI agent builders in the world just...
#aiagents#gemma4#challengewinners#aireliability
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Thurmon Demich4d ago • 4 min read
How Much VRAM for Gemma 4? Every Variant Explained
VRAM requirements for all Gemma 4 variants in 2026 — E2B, E4B, 26B-A4B MoE, and 31B Dense. Quantizat...
#vram#gemma4#google#llm
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