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Русский(RU) Тест Qwen3.5 9b, Gemma 4 12b и Bonsai 27b на легенде пенсионного возраста GTX 1080 ti Все началось вообще не с идеи написать очередной бенчмарк. Мне нужно было

AI Models Qwen3.5, Gemma 4, and Bonsai Tested on Older GPU

By PulseAugur Editorial · [1 sources] ·

A user tested three AI models—Qwen3.5 9b, Gemma 4 12b, and Bonsai 27b—on a GTX 1080 Ti GPU to assess their performance for local processing of long podcasts. The goal was to create a pipeline for generating transcripts, identifying key segments, and producing short video clips without relying on cloud services. The user conducted tests focusing on long context capabilities and reasoning tasks, comparing performance with and without deliberation, and found the results to be unexpected. AI

IMPACT Evaluates the practical performance of smaller, locally runnable AI models on older hardware, informing users about potential for on-device AI tasks.

RANK_REASON User benchmark of multiple models on consumer hardware. [lever_c_demoted from research: ic=1 ai=1.0]

Read on Mastodon — fosstodon.org →

AI-generated summary · Google Gemini · from 1 sources. How we write summaries →

AI Models Qwen3.5, Gemma 4, and Bonsai Tested on Older GPU

How we ranked this

Signal score
0 / 100
Composite score across the factors below. Higher = stronger signal that this story matters right now.
Newsworthiness bucket
Tool
User benchmark of multiple models on consumer hardware. [lever_c_demoted from research: ic=1 ai=1.0]
Source corroboration
Single-source cluster
Only one publisher covered this so far. Single-source stories can still rank when the publisher is high-authority, but they lack cross-source corroboration.
Topics
infra, model release
Editorial topic classification. Feeds into how the story surfaces on /topic/<slug> hub pages and into the per-entity coverage mix.
AI-industry relevance
High
Clearly on-topic for AI-industry coverage.
Story freshness
47 days old
Aged out of breaking-news scoring windows; ranking reflects the durable signal from the full source set.

Full methodology in our editorial standards.

COVERAGE [1]

  1. Mastodon — fosstodon.org TIER_1 Русский(RU) · [email protected] ·

    Testing Qwen3.5 9b, Gemma 4 12b, and Bonsai 27b on a legendary retirement-age GTX 1080 ti. It all started not with the idea of writing another benchmark. I needed to

    Тест Qwen3.5 9b, Gemma 4 12b и Bonsai 27b на легенде пенсионного возраста GTX 1080 ti Все началось вообще не с идеи написать очередной бенчмарк. Мне нужно было собрать локальный пайплайн для длинных подкастов: получить транскрипт, найти в нем интересные куски, выбрать несколько с…

    LINKS habr.com/…/1069290

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