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What’s the point of smaller models?

BACKGROUND
2 SIGNALSFIRST DETECTED 8 April 2026
Narrative synthesis pending — 2 signals collected.
How the story developed
9 Apr
4.4
8 Apr
What’s the point of smaller models?
OPINION · WHAT · LocalLLaMA
5.9
Other feeds and industry voices
16 Oct
Why do we have models under 15b so rarely anymore?

<!-- SC_OFF --><div class="md"><p>Basically title. All labs seem to have agreed 24-27b is the minimum size they will go, nothing below that. I wonder when will we get the next sub

OPINION · WHEN · LocalLLaMAOPEN STORY
1 Apr
Best models for UI

<!-- SC_OFF --><div class="md"><p>What models do you think are best for UI/design? I saw that GLM5.1 was quite capable, Opus and Sonnet as well, but are there any smaller models

OPINION · WHAT · LocalLLaMAOPEN STORY
14 Apr
The smallest local model that can match/beat gpt-4o-mini

<!-- SC_OFF --><div class="md"><p>Hi. What do you think is the smallest Open model, as of Spring 2026, that can match/beat OpenAI GPT 4o Mini in the broadest sense possible?</p>

OPINION · WHAT · LocalLLaMAOPEN STORY
15 Jun
Why there is a lack of new 100B-120B models?

<!-- SC_OFF --><div class="md"><p>GPT-OSS-120B was the first model of that family, which was followed by GLM-4.5-Air, Nemotron-3-Super, Qwen3.5-122B, Mistral-Small-4-119B.

OPINION · WHAT · LocalLLaMAOPEN STORY
22 Apr
Current state of open-source ?

<!-- SC_OFF --><div class="md"><p>I’m trying to understand the current open-source LLM landscape beyond surface-level hype.</p> <p>We all got used to the nerfed products of

OPINION · WHERE · LocalLLaMAOPEN STORY
15 Apr
anyone getting better results with smaller models?

<!-- SC_OFF --><div class="md"><p>I was messing with a 3B parameter model last night and it seemed way less prone to hallucinating than a 7B I tried a week ago. Maybe it's the

OPINION · WHAT · LocalLLaMAOPEN STORY
27 Mar
Do 2B models have practical use cases, or are they just toys for now?

<!-- SC_OFF --><div class="md"><p>I'm new to the local hosting, and I have just tried 2B models on my smartphone (qwen2.5/3.5, gemma). </p> <p>I have asked generic questions, like

OPINION · WHERE · LocalLLaMAOPEN STORY
13 Apr
Thinking with a smaller model to speed things up?

<!-- SC_OFF --><div class="md"><p>Question: can i do the thinking with a smaller model, like Gemma 4 4B, then use that as the prompt for Gemma 4 31B, to speed things up?</p>

OPINION · WHAT · LocalLLaMAOPEN STORY
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