@standardthinkin

AI inference built for production.

 SF
standardthinking.ai
Joined August 2026
  • Tweets11
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  • Followers8
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Introducing Standard One SH: open-weight decision models. One pass. A probability per option. No text generation. Decision Index 0.3 public index: - 3B 51.5, highest under 4B vs the Oct 12 board; - 8B 57.4 Self-scored with the official kit. Open weights on @huggingface 🧵 1/6
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Standard Thinking retweeted
Radisav Cojbasic
@radi_cojbasicOct 17
good to see @standardthinkin being a leading 3B decision model in this comparison!
Perplexity Developers
@perplexitydevsOct 16
Our next generation of open weights multimodal decision models comes in two sizes, pplx-decider-v1.2 and pplx-decider-flash-v1.2. Text and vision scores improve. Inference is up to 5x faster: all questions in a request run in one pass. Flash is the top 4B on the Decision Index.
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Standard Thinking retweeted
Radisav Cojbasic
@radi_cojbasicOct 13
I've been spending my time in the past three months with @standardthinkin team and @jordanyechan their founder and CEO. What they achieved with a small team & pre-seed resources is amazing - while hustling and iterating at the speed of light. Standard One is live on HuggingFace and got over 24k downloads in the last 2-3 weeks. Check out the Doom demo - I will put it in the comment 👇 As they say, it's not a computer if it cant run Doom. Let me know if you need an intro - we are going to be pushing more fun stuff in the coming weeks.
Standard Thinking
@standardthinkinOct 13
Introducing Standard One SH: open-weight decision models. One pass. A probability per option. No text generation. Decision Index 0.3 public index: - 3B 51.5, highest under 4B vs the Oct 12 board; - 8B 57.4 Self-scored with the official kit. Open weights on @huggingface 🧵 1/6
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Standard One 3B SH v2 now ranks #1 among sub-4B models on the Jev Decision Index by @multimodalart (Full score: 39.9). 3B v3 is already out. We're excited to see where it lands on the leaderboard.
Decision Index 0.3.2 leaderboard, TEXT, Full score, models under 4B parameters, Jev hidden: Standard One 3B SH (v2) at 39.9, followed by 38.9, 38.9 and 38.6.

ALT Decision Index 0.3.2 leaderboard, TEXT, Full score, models under 4B parameters, Jev hidden: Standard One 3B SH (v2) at 39.9, followed by 38.9, 38.9 and 38.6.

Standard Thinking
@standardthinkinOct 13
Introducing Standard One SH: open-weight decision models. One pass. A probability per option. No text generation. Decision Index 0.3 public index: - 3B 51.5, highest under 4B vs the Oct 12 board; - 8B 57.4 Self-scored with the official kit. Open weights on @huggingface 🧵 1/6
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Sources: Leaderboard (Decision Index 0.3.2 · TEXT · Full score · ≤4B): huggingface.co/spaces/multim… 3B SH weights, v3, on @huggingface: huggingface.co/StandardThink…

Jev Decision Index - a Hugging Face Space by multimodalart

Benchmarks and news on various repros of TypeSafe's Jev

huggingface.co
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One photo of each parcel, two options: pass, or review for damage. Of 30 parcels One 8B passed 28 and sent 2 to review. The answers are real; the conveyor footage is AI-generated, shown at 2.5× speed. Recorded earlier on One 8B, the API model of the time. 5/6
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Open weights, Apache-2.0: 8B SH: huggingface.co/StandardThink… 3B SH: huggingface.co/StandardThink… Try SH in the API, free credit: standardthinking.ai/standard… Benchmarks: standardthinking.ai/resource… Self-scored with the official kit; submission under review. 6/6

StandardThinking/StandardOne-8B-SH · Hugging Face

We’re on a journey to advance and democratize artificial intelligence through open source and open science.

huggingface.co
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I smell new model in the air.. 👀
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