Introducing Hotdog-27B, a specialized bipartite classifier.
This is a dev post classified by Jev as Other (a launch), kept by the Dev Radar because it carries real work, not commentary.
Introducing Hotdog-27B, a specialized bipartite classifier. Hotdog-27B beats jev on our independent binary classification benchmark. I expect long term binary classification will have its own set of specialized open models, served on http://classifier.dev. A significant percentage of global tasks are just 0/1 classification. Is there a bug here? Is this a hotdog? Is this document relevant? Is this coding trajectory valuable? The real question is whether by focusing on just binary classification, we can meaningfully improve either accuracy, latency, or throughput. All training code and b
Posted by Michael (15.8k followers) 47 min ago · 21 likes · 583 views · view the original post on X. Kept by the Dev Radar as Other. Tools mentioned: classifier.dev, hotdog-27b, tinker-binary.
More dev work like this
- Deployed! Testando meu novo pipeline de geração de podcasts no meu sistema de newsletter… — @AkitaOnRails
- Go under the hood of Robotiq’s gripper simulation workflows in NVIDIA Isaac Sim. — @NVIDIARobotics
- 1/ — @trize_io
- We got new image gen model releases from @AntLingAGI — @ItsmeAjayKV
- Woha... — @airesearch12
- OpenAI really slapped Anthropic in the face with their pricing. — @Hesamation
- We're excited to release the State of Generative Media Report, Volume 2. — @fal
- Very well deserved! — @ItsmeAjayKV
Every post is read and classified by Jev (TypeSafe): what it is, which market it belongs to, and whether the link is a real tool. 21.4k posts from 5k X accounts over the last 21 days, 2.4k tools, 12 markets. Collected every 5 minutes, fully re-ranked every hour — last update 2026-09-22 19:56 UTC. Full method.