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Gemma 12b - Reasoning hardening instructions

BACKGROUND
1 SIGNALFIRST DETECTED 16 June 2026
Narrative synthesis pending — 1 signal collected.
How the story developed
16 Jun
Other feeds and industry voices
15 Apr
Been trying to get Qwen 3.5 to stop reasoning using old methods like /no_think, it didn't work, but it said something like "too late" in its reasoning

<!-- SC_OFF --><div class="md"><blockquote> <p>Wait, I need to be careful about the &quot;no_think&quot; tag in the system prompt. The system prompt says <code>/no_think</code>.

OPINION · WHO · LocalLLaMAOPEN STORY
8 Apr
It looks like we’ll need to download the new Gemma 4 GGUFs

<!-- SC_OFF --><div class="md"><p><a href="https://huggingface.co/unsloth/gemma-4-E2B-it-GGUF">https://huggingface.co/unsloth/gemma-4-E2B-it-GGUF</a></p> <p><a

OPINION · WHAT · LocalLLaMAOPEN STORY
10 Apr
Gemma 4 26B fabricated an entire code audit. I have the forensic evidence from the database.

<!-- SC_OFF --><div class="md"><p>I run Gemma 4 26B-A4B locally via Ollama as part of a custom self-hosted AI platform. The platform stores every model interaction in SQLite,

OPINION · HOW · LocalLLaMAOPEN STORY
11 Apr
Do you have any best practices for when to have reasoning on versus off?

<!-- SC_OFF --><div class="md"><p>In my testing, i have only seen improvements in response on specific “misguided attention” questions for models below 10b.</p> <p>Example: Gemma

OPINION · WHO · LocalLLaMAOPEN STORY
21 Apr
Where we are. In a year, everything has changed. Kimi - Minimax - Qwen - Gemma - GLM

<table> <tr><td> <a href="https://www.reddit.com/r/LocalLLaMA/comments/1srhtvg/where_we_are_in_a_year_everything_has_changed/"> <img alt="Where we are. In a year, everything has

OPINION · WHERE · LocalLLaMAOPEN STORY
16 Apr
gemma-4-31B-it thinking?

<!-- SC_OFF --><div class="md"><p>I can't get my model to think. According to the <a href="https://huggingface.co/google/gemma-4-31B">documentation</a>, thinking should be

OPINION · WHAT · LocalLLaMAOPEN STORY
3 May
General vs Reasoning [Qwen 3.6]

<!-- SC_OFF --><div class="md"><p>I want to play with Qwen 3.6. <em>Unsloth</em> shows 4 different parameter options for different use-cases. I'm confused about the difference

OPINION · WHAT · LocalLLaMAOPEN STORY
8 Apr
Gemma 4 31B silently stops reasoning on complex prompts.

<table> <tr><td> <a href="https://www.reddit.com/r/LocalLLaMA/comments/1sfr5jh/gemma_4_31b_silently_stops_reasoning_on_complex/"> <img alt="Gemma 4 31B silently stops reasoning on

OPINION · WHAT · LocalLLaMAOPEN STORY
Sources
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