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How can you stop your model from looping

BACKGROUND
2 SIGNALSFIRST DETECTED 21 May 2026
Narrative synthesis pending — 2 signals collected.
How the story developed
14 Jun
I need a model that gets stuck in loops.
OPINION · WHAT · LocalLLaMA
21 May
How can you stop your model from looping
OPINION · HOW · LocalLLaMA
Other feeds and industry voices
2 Oct
Looping on frontier models

<!-- SC_OFF --><div class="md"><p>Just watched Deepseek go into infinite thinking loop over 2-3 specific tokens..<br /> Is this still a thing for frontier models or was it a

OPINION · WHAT · LocalLLaMAOPEN STORY
26 Mar
How are you deciding which AI model to use these days?

<!-- SC_OFF --><div class="md"><p>There are so many options now — GPT, Claude, Gemini, etc.</p> <p>I find myself switching depending on what I’m doing (coding, writing, research),

OPINION · HOW · ChatGPTOPEN STORY
6 May
Most people seem obsessed with token generation speed, but isn’t prefill the real bottleneck? Am I missing something?

<!-- SC_OFF --><div class="md"><p>I read this sub every day and I keep seeing benchmarks and discussions focused almost entirely on tokens/s generation speed. Prompt processing

OPINION · WHAT · LocalLLaMAOPEN STORY
27 Mar
Looking for advice on local image analysis

<!-- SC_OFF --><div class="md"><p>Trying to auto categorize a former employees photos from personal and work related. It’s a lot of photos and I don’t want the guy to loose

OPINION · WHAT · LocalLLaMAOPEN STORY
29 Mar
Looking for a local uncensored AI (text generation + image editing)

<!-- SC_OFF --><div class="md"><p>Hello everyone,</p> <p>I’m looking for an AI that runs entirely locally on my PC, without needing an internet connection.</p> <p>I’d like it to

OPINION · WHAT · LocalLLaMAOPEN STORY
29 Apr
Mistral Medium Looping

<!-- SC_OFF --><div class="md"><p>Hey, I don't know if this is a llama.cpp issue or an Unsloth thing, but for whatever reason Mistral Medium 128B at Q4_K_XL seems to go in loops

OPINION · WHAT · LocalLLaMAOPEN STORY
23 Mar
Why LLMs sound right but fail to actually do anything (and how we’re thinking about datasets differently)

<table> <tr><td> <a href="https://www.reddit.com/r/LocalLLaMA/comments/1s1ckkm/why_llms_sound_right_but_fail_to_actually_do/"> <img alt="Why LLMs sound right but fail to actually

OPINION · HOW · LocalLLaMAOPEN STORY
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
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