AICodeKing

Gemma Coder (Fable Distilled): WHAT.. Fable LIKE OUTPUT from a 12B MODEL?

Jun 21, 2026 9 min
gemmacoding assistantllmlocal aiollama
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Summary

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A practical walkthrough of the fine-tuned Gemma-4-12B 'Agentic Fable 5' model, exploring its capabilities as a local coding assistant, its setup, and its limitations.

This video provides a detailed introduction to a fine-tuned version of Google's Gemma-4-12B model, specifically optimized for coding and agentic tasks. The creator explains that while the model shows promising performance on technical benchmarks like the 'tau2-bench', it exhibits inconsistencies and 'bugginess' when used for more complex, multi-step workflows. The video demonstrates how to run the model locally using Ollama or LM Studio and integrate it with development environments like Zed, highlighting the importance of correct sampling settings to achieve useful results.

Steps to follow

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Key Points

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Worth watching if: You are a developer interested in testing local, privacy-focused coding agents and want to understand the capabilities and current limitations of the Gemma-12B fine-tuned models.

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