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Schematron V2 Turbo
◆ OPEN
by Aimlapi
OPEN WEIGHTSLOCALACCURATE ANSWERSWRITING HELPRESEARCH HELP
RANKED #152 OF 316 ASSISTANTS · OVERALL #199 OF 493 RANKED · VIBE SCORE 7.5 · 5,878 VOICES ·
COPY BADGE pastes a README snippet with the rank SVG.
A text generation model designed for accurate research and everyday writing tasks.
HAPPY10.0
1 mentions
SAD-
0 mentions
VIBE TRAJECTORY
26 weeks · 5,878 voices in this window
TOO QUIET
Not enough weekly voices to call a trend yet.
HOW TO USE IT
Open weights. You can use a hosted service, or download it and run it yourself, free.
RUN IT ON YOUR OWN MACHINE
Open weights: download Schematron V2 Turbo once and it's yours. No subscription, no rate limits, works offline.
3B parameters, a Q4 file is about 2.0 GB (BF16 is ~6 GB)
- BARE MINIMUM
Nvidia GeForce GTX 1660 Super (6GB)
6 GB VRAM
~$110 USEDQ4_K_M quantized, ~55 tok/s, 8k context
- SWEET SPOT
Nvidia GeForce RTX 3060 (12GB)
12 GB VRAM
~$250 USEDQ8 or FP16, ~90 tok/s, 32k context comfortably offloaded to VRAM
- FULL POWER
Nvidia GeForce RTX 4070 (12GB)
12 GB VRAM
~$520 NEWBF16 / FP16 full precision, ~160 tok/s, high throughput and extended context
LEARN HOW TO SET IT UP
WILL MY BOX RUN SCHEMATRON V2 TURBO?
The three cards above are researched picks. Search the machine you actually have — we only say yes if it should reply at a usable speed, not just load the weights and crawl.
HARDWARE PICKS & PRICES ARE RESEARCHED FROM THE LIVE WEB AND REFRESHED AUTOMATICALLY. TREAT THEM AS BALLPARK, NOT GOSPEL.
WHAT CAN YOU ACTUALLY DO WITH IT?
Everyday jobs on each of those rigs: how long Schematron V2 Turbo takes, and how good the crowd says it is at that kind of work.
| THE JOB | BARE MINIMUMNvidia GeForce GTX 1660 Super (6GB) | SWEET SPOTNvidia GeForce RTX 3060 (12GB) | FULL POWERNvidia GeForce RTX 4070 (12GB) |
|---|---|---|---|
| Write an emaila paragraph or two, drafted from a one-line brief | ~9 S★★★★★ | ~6 S★★★★★ | ~3 S★★★★★ |
| Summarize a documenta long report boiled down to the points that matter | ~27 S★★★★★ | ~17 S★★★★★ | ~9 S★★★★★ |
| Build a websitea small landing page, markup and styles together | ~2.4 MIN★★★★★ | ~89 S★★★★★ | ~50 S★★★★★ |
| Build a backendan API with routes, storage and tests | ~7.6 MIN★★★★★ | ~4.6 MIN★★★★★ | ~2.6 MIN★★★★★ |
| Build a gamea playable browser game in one file | ~4.5 MIN★★★★★ | ~2.8 MIN★★★★★ | ~1.6 MIN★★★★★ |
STARS ARE THE COMMUNITY SCORE FOR THAT KIND OF WORK, DOCKED FOR HOW SQUASHED THE WEIGHTS GET AT EACH TIER. TIMES ARE COMPUTED FROM RESEARCHED SPEEDS. BALLPARK, NOT GOSPEL.
WHAT THE INTERNET SAYS
Users appreciate Schematron V2 Turbo for usually giving correct answers to their questions. However, people complain about frequent errors or limits, high costs, and a tendency to lecture or refuse requests.
403 POSTS · 5475 COMMENTS · REDDIT · GITHUB · BLUESKY
PEOPLE LOVE
- No fan mail yet. The crowd is still warming up.
PEOPLE COMPLAIN ABOUT
- No complaints yet. The internet is still looking for one. Suspicious.
LOOKING FOR AN ALTERNATIVE?
Other models the crowd has fully reviewed, starting with text models like this one.
Muse Spark 1.3
DeepSeek V4 Flash> SOURCES (12)
- REDDIT · 2026-09-13 · 15 UPVOTESComment in r/singularity
Comment in r/singularity
- REDDIT · 2026-09-13 · 11 UPVOTESComment in r/singularity
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- REDDIT · 2026-09-13 · 9 UPVOTESComment in r/singularity
Comment in r/singularity
- REDDIT · 2026-09-13 · 7 UPVOTESComment in r/singularity
Comment in r/singularity
- REDDIT · 2026-09-13 · 7 UPVOTESComment in r/singularity
Comment in r/singularity
- REDDIT · 2026-09-13 · 5 UPVOTESComment in r/singularity
Comment in r/singularity
- REDDIT · 2026-09-14 · 4 UPVOTES50 AI hyperparameters, 500 training steps, one verified gradient step improved all 5 unseen seeds by 27.8% on average
50 AI hyperparameters, 500 training steps, one verified gradient step improved all 5 unseen seeds by 27.8% on average
- REDDIT · 2026-09-13 · 4 UPVOTESComment in r/singularity
Comment in r/singularity
- REDDIT · 2026-09-13 · 4 UPVOTESComment in r/singularity
Comment in r/singularity
- REDDIT · 2026-09-13 · 4 UPVOTESComment in r/singularity
Comment in r/singularity
- REDDIT · 2026-09-12 · 3 UPVOTESComment in r/ollama
Comment in r/ollama
- REDDIT · 2026-09-13 · 0 UPVOTESThere is a better solution than banning Open Source AI
There is a better solution than banning Open Source AI