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# gemma4

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Congrats to the Gemma 4 Challenge Winners!

Congrats to the Gemma 4 Challenge Winners!

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5 min read
Gemma 4 12B skips the audio encoder. Is 16 GB enough?

Gemma 4 12B skips the audio encoder. Is 16 GB enough?

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7 min read
12B Gemma 4 QAT Deployment with GCE, NVIDIA L4, MCP, and Antigravity CLI

12B Gemma 4 QAT Deployment with GCE, NVIDIA L4, MCP, and Antigravity CLI

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16 min read
How to Build a Private Offline Voice Assistant with Gemma 4 12B: A Complete Local Setup Guide

How to Build a Private Offline Voice Assistant with Gemma 4 12B: A Complete Local Setup Guide

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8 min read
Debugging Deployments with Gemma 12B, TPU v6e-1, MCP, and Antigravity CLI

Debugging Deployments with Gemma 12B, TPU v6e-1, MCP, and Antigravity CLI

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24 min read
Deploying Gemma 12B to Azure with GPU

Deploying Gemma 12B to Azure with GPU

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16 min read
Lessons Learned: Deployment Trade-offs with Gemma4, NVIDIA L4, Cloud Run, and Antigravity CLI

Lessons Learned: Deployment Trade-offs with Gemma4, NVIDIA L4, Cloud Run, and Antigravity CLI

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22 min read
Gemma 4 12B vs GPT-4o Mini vs Claude Haiku: Is Google's Local LLM Good Enough to Replace API Calls? [2026]

Gemma 4 12B vs GPT-4o Mini vs Claude Haiku: Is Google's Local LLM Good Enough to Replace API Calls? [2026]

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7 min read
Local Gemma 4 Deployment with MCP and Antigravity CLI

Local Gemma 4 Deployment with MCP and Antigravity CLI

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10 min read
31B — Gemma 4 Deployment with NVIDIA L4, MCP, Cloud Run, and Antigravity CLI

31B — Gemma 4 Deployment with NVIDIA L4, MCP, Cloud Run, and Antigravity CLI

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10 min read
26B Gemma 4 Deployment with NVIDIA L4, MCP, Cloud Run, and Antigravity CLI

26B Gemma 4 Deployment with NVIDIA L4, MCP, Cloud Run, and Antigravity CLI

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11 min read
26B Gemma 4 Deployment with NVIDIA Blackwell 6000, MCP, Cloud Run, and Antigravity CLI

26B Gemma 4 Deployment with NVIDIA Blackwell 6000, MCP, Cloud Run, and Antigravity CLI

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14 min read
12B Gemma 4 QAT Deployment with NVIDIA L4, Cloud Run, MCP, and Antigravity CLI

12B Gemma 4 QAT Deployment with NVIDIA L4, Cloud Run, MCP, and Antigravity CLI

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15 min read
Gemma 4 Benchmarking NVIDIA Blackwell RTX 6000 vs L4 on Google Cloud Run

Gemma 4 Benchmarking NVIDIA Blackwell RTX 6000 vs L4 on Google Cloud Run

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14 min read
Gemma 4 Deployment with NVIDIA L4, MCP, Cloud Run, and Antigravity CLI

Gemma 4 Deployment with NVIDIA L4, MCP, Cloud Run, and Antigravity CLI

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12 min read
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