loopuno-nanbeige4.2-3b
loopuno-nanbeige4.2-3b is Lora Adapters. It is ranked #2817 on the AI Radar, in Open & local models, first seen 11 days ago and shared in 2 posts (8.8k views).
What loopuno-nanbeige4.2-3b says about itself
We’re on a journey to advance and democratize artificial intelligence through open source and open science.
liddlefish/LoopUno-Nanbeige4.2-3B · Hugging Face Hugging Face Log In Sign Up liddlefish / LoopUno-Nanbeige4.2-3B Like 1 Text Generation PEFT Safetensors speculative-decoding diffusion lora looped-transformer uno arxiv: 2609.04010 arxiv: 2607.22083 License: apache-2.0 Model card Files Files and versions xet Community Deploy Copy to bucket new Use this model LoopUno-Nanbeige4.2-3B Gated LoRA adapters that turn the looped model Nanbeige4.2-3B (22 layers × 2 loops) into a lossless diffusion drafter, following Uno . Each decode step drafts 8 tokens in one forward pass and the frozen base model verifies them, so the output distribution is exactly…
What people said about loopuno-nanbeige4.2-3b on X
This is so cool! With less than an hour of training on a single A100 node, Uno delivered a 2x speedup on a looped model (Nanbeige) for agentic tasks. In the coming weeks, we’ll see diffusion drafters like Uno replace traditional speculative decoding drafters across frontier models. Great work, @Loy004Yu!
— @ssahoo_, 11 days ago · 104 likes · see the post
Literally as it always should’ve been and I never understood why it’s not
— @Laz4rz, 11 days ago · 54 likes · see the post
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loopuno-nanbeige4.2-3b in numbers
- Rank on the AI Radar: #2817 of 10410
- Shared in 2 posts by 2 accounts: @ssahoo_, @Laz4rz
- 8.8k views on those posts
- First seen 11 days ago, last shared 11 days ago
- Pricing seen by AGK Intelligence: open source
- Market: Open & local models
FAQ
What is loopuno-nanbeige4.2-3b?
Lora Adapters It was first shared on X 11 days ago and is ranked #2817 on the AI Radar.
Is loopuno-nanbeige4.2-3b free?
It is open source.
Who shared loopuno-nanbeige4.2-3b?
2 accounts on X, including @ssahoo_, @Laz4rz, in 2 posts totalling 8.8k views.
Every post is read and classified by AGK Intelligence: what it is, which market it belongs to, and whether the link is a real tool. 65.6k posts from 5k X accounts over the last 14 days, 10.4k tools, 19 markets. New posts are collected several times an hour and the full ranking is recomputed every hour — last update 2026-11-06 16:05 UTC. Full method.