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Gemma 4, llama.cpp, tool calls, and tool results - ChatGPT fixed it for me

BACKGROUND
1 SIGNALFIRST DETECTED 8 April 2026
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How the story developed
Other feeds and industry voices
9 Apr
Gemma4 and Ollama: Native tool calling

<!-- SC_OFF --><div class="md"><p>Beginner here, now I have a good GPU and ollama using docker. Pulled the Gemma4 weights and was able to add it to cursor using ngrok. </p>

OPINION · WHO · LocalLLaMAOPEN STORY
11 Apr
Gemma 4 template fix <|channel> / thought leakage

<table> <tr><td> <a href="https://www.reddit.com/r/LocalLLaMA/comments/1sic351/gemma_4_template_fix_channel_thought_leakage/"> <img alt="Gemma 4 template fix &lt;|channel&gt; /

OPINION · WHAT · LocalLLaMAOPEN STORY
7 May
I realized most ChatGPT issues were actually workflow problems

<!-- SC_OFF --><div class="md"><p>For years I assumed bad AI output was just a sign that the model was not good enough. I kept trying different prompts, testing different GTPs,

OPINION · WHAT · ChatGPTOPEN 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
14 Aug
llama.cpp: reasoning_effort not forwarded to chat template (Qwen3.8-27B)

<!-- SC_OFF --><div class="md"><h1>Problem</h1> <p><code>llama-server</code> only handles <code>reasoning_effort: &quot;none&quot;</code> (disables thinking). All other values

OPINION · WHAT · LocalLLaMAOPEN STORY
8 Apr
How to parse Tool calls in llama.cpp?

<!-- SC_OFF --><div class="md"><p>Most of my code is similar to agent-cpp from Mozilla. I create common_chat_templates_inputs Inputs from message history.</p> <p>auto params =

OPINION · WHEN · LocalLLaMAOPEN STORY
14 Apr
[Fix] Gemma 4 MCP tool calls broken in LM Studio — "Unknown test: sequence"

<!-- SC_OFF --><div class="md"><p>If you're using Gemma 4 with external MCP servers in LM Studio and getting this error:</p> <blockquote> <p>Error rendering prompt with jinja

OPINION · HOW · LocalLLaMAOPEN STORY
Sources
LocalLLaMA

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