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Best tiiiny model for session compression?

BACKGROUND
1 SIGNALFIRST DETECTED 23 August 2026
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How the story developed
22 Aug
Best tiiiny model for session compression?
OPINION · WHAT · LocalLLaMA
Other feeds and industry voices
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
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
10 May
Local Context Compression: Big or Small?

<!-- SC_OFF --><div class="md"><p>What are your thoughts/what is the consensus on local context compression model size?</p> <p>Are you guys using small MoE models to do this

OPINION · HOW · LocalLLaMAOPEN STORY
8 Apr
What would you use for local coding assist on a "weak" machine (6GB VRAM 32 GB RAM) - light FE coding, no architecture. is QWEN3 good enough?

<!-- SC_OFF --><div class="md"><p>so as it says, I am not a FE eng, but want to do some light FE work<br /> I don't need the smartest model but need to get some work done.<br /> I

OPINION · WHO · LocalLLaMAOPEN STORY
30 Mar
Qwen3.5 Omni - Qwen’s latest generation of fully omnimodal LLM

<table> <tr><td> <a href="https://www.reddit.com/r/singularity/comments/1s7rcwr/qwen35_omni_qwens_latest_generation_of_fully/"> <img alt="Qwen3.5 Omni - Qwen’s latest generation

OPINION · WHAT · singularityOPEN STORY
2 Aug
Best model <3B for multilingual understanding/ instruction following?

<!-- SC_OFF --><div class="md"><p>I know qwen 3.5 4b is great but a bit too large and miniPCM5 1b is great for agentic use but not so great for multilingual natural language

OPINION · WHAT · LocalLLaMAOPEN STORY
11 May
Why is my Qwen3.6-35B-A3B so much dumber than Qwen3.5-35B-A3B?

<!-- SC_OFF --><div class="md"><p>I'm genuinely unsure if I'm doing something wrong, or if the model is just worse, despite the community enthusiasm. I tend to use it with pi

OPINION · WHEN · 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
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