Trendoday

WeLM-Image: A Unified Image Generation Model towards Visual Intelligence

We present WeLM-Image, a unified image foundation model that integrates multimodal understanding into text-to-image generation, instruction-guided editing, and multi-reference synthesis. Designed for

  • Upvotes16
#7Rank now –
#6Peak rank
3Days on list
472Score · 7d
Nov 6, 2026First seen
Rank · 7 days

About this paper

We present WeLM-Image, a unified image foundation model that integrates multimodal understanding into text-to-image generation, instruction-guided editing, and multi-reference synthesis. Designed for single-GPU deployment in WeChat's large-scale consumer applications, the model processes text, reference images, and target latents as one interleaved sequence. A Mixture-of-Transformers (MoT) backbone combines shared attention with independent understanding and generation parameters to limit optimization interference. Equipping each path with Mixture-of-Experts (MoE) modules provides sparse capacity, with 31.7B stored parameters and approximately 5.4B generation parameters activated per…

Upvotes
16
Authors
16
Published
Nov 5, 2026

Summary and abstract excerpt via Hugging Face Papers ↗ · arXiv.

Trending history

WeLM-Image: A Unified Image Generation Model towards Visual Intelligence was first seen on Hugging Face · Daily papers on Nov 6, 2026. Since then it has appeared in 30 checks on 3 different days. Its best position was #6 of 30, reached on Nov 7, 01:28 UTC. It is #7 right now, holding steady at #7 over the last 6 checks.

Rank history

Position on Hugging Face · Daily papers at every check (lower is better).

#1#11#20#30 Nov 6Nov 6Nov 7Nov 8Nov 8 Nov 6, 07:28 UTC · #15Nov 6, 09:28 UTC · #11Nov 6, 11:28 UTC · #10Nov 6, 13:28 UTC · #8Nov 6, 15:28 UTC · #7Nov 6, 17:28 UTC · #7Nov 6, 19:28 UTC · #8Nov 6, 21:28 UTC · #7Nov 6, 23:28 UTC · #7Nov 7, 01:28 UTC · #6Nov 7, 03:28 UTC · #6Nov 7, 05:28 UTC · #6Nov 7, 07:28 UTC · #6Nov 7, 09:28 UTC · #6Nov 7, 11:28 UTC · #6Nov 7, 13:28 UTC · #6Nov 7, 15:28 UTC · #6Nov 7, 17:28 UTC · #7Nov 7, 19:28 UTC · #7Nov 7, 21:28 UTC · #7Nov 7, 23:28 UTC · #7Nov 8, 01:28 UTC · #7Nov 8, 03:28 UTC · #7Nov 8, 05:28 UTC · #7Nov 8, 07:28 UTC · #7Nov 8, 09:28 UTC · #7Nov 8, 11:28 UTC · #7Nov 8, 13:28 UTC · #7Nov 8, 15:28 UTC · #7Nov 8, 17:28 UTC · #7

Last 14 days

Best rank per day (UTC).

Oct 26today

Metric history

▲ as reported by Hugging Face.

0152944 Nov 6Nov 6Nov 7Nov 8Nov 8 Nov 6, 07:28 UTC · 16Nov 6, 09:28 UTC · 26Nov 6, 11:28 UTC · 32Nov 6, 13:28 UTC · 35Nov 6, 15:28 UTC · 37Nov 6, 17:28 UTC · 37Nov 6, 19:28 UTC · 37Nov 6, 21:28 UTC · 37Nov 6, 23:28 UTC · 37Nov 7, 01:28 UTC · 38Nov 7, 03:28 UTC · 39Nov 7, 05:28 UTC · 39Nov 7, 07:28 UTC · 39Nov 7, 09:28 UTC · 39Nov 7, 11:28 UTC · 40Nov 7, 13:28 UTC · 42Nov 7, 15:28 UTC · 42Nov 7, 17:28 UTC · 42Nov 7, 19:28 UTC · 42Nov 7, 21:28 UTC · 42Nov 7, 23:28 UTC · 42Nov 8, 01:28 UTC · 42Nov 8, 03:28 UTC · 42Nov 8, 05:28 UTC · 42Nov 8, 07:28 UTC · 43Nov 8, 09:28 UTC · 43Nov 8, 11:28 UTC · 43Nov 8, 13:28 UTC · 44Nov 8, 15:28 UTC · 44Nov 8, 17:28 UTC · 44

Questions

Is WeLM-Image: A Unified Image Generation Model towards Visual Intelligence trending on HF Daily Papers right now?

Yes. As of Nov 8, 17:28 UTC it is #7, holding steady at #7 over the last 6 checks.

What is the highest rank WeLM-Image: A Unified Image Generation Model towards Visual Intelligence reached?

#6 on Hugging Face · Daily papers, on Nov 7, 01:28 UTC. Trendoday checks this list every 120 minutes.

How long has WeLM-Image: A Unified Image Generation Model towards Visual Intelligence been trending?

It was first seen on Nov 6, 2026 and has been on the list on 3 days (30 checks) since.