sensenova/SenseNova-Loop-9B-Preview
image-text-to-text · ♥ 150 · ↓ 927
- Taskimage-text-to-text
- Downloads2704
- Likes236
- Licenseapache-2.0
–Rank now
#15Peak rank
7Days on list
276Score · 7d
Nov 2, 2026First seen
Rank · 7 days
About sensenova/SenseNova-Loop-9B-Preview
SenseNova-Loop-9B-Preview is a multimodal language model developed for long-context and agentic workflows. It accepts text and images and generates text for applications that combine document understanding, coding, and interaction with external tools.
The model combines a looped decoder with two-stream manifold-constrained hyper-connections (mHC). A contiguous block of decoder layers is executed twice with shared weights, while learned mappings manage information flow between two residual streams in the looped section. Together, these components provide a deeper execution path without duplicating the repeated block's parameters.
transformerssensenova_looptext-generationmultimodalimage-text-to-textlooped-transformermhccustom_codeconversationalenzh
- Task
- image-text-to-text
- Library
- transformers
- Downloads
- 2704
- Likes
- 236
- License
- apache-2.0
- Updated
- Nov 2, 2026
Excerpt from the model card on Hugging Face ↗.
Trending history
sensenova/SenseNova-Loop-9B-Preview was first seen on Hugging Face · Trending models on Nov 2, 2026. Since then it has appeared in 143 checks on 7 different days. Its best position was #15 of 30, reached on Nov 6, 10:42 UTC. It dropped off the list after Nov 8, 04:42 UTC.
Rank history
Position on Hugging Face · Trending models at every check (lower is better).
Last 14 days
Best rank per day (UTC).
26
21
17
17
15
23
30
Oct 26today
Metric history
Platform metric as reported by Hugging Face.
Featured in
Archived daily, weekly and monthly lists that include this entry.
Questions
Is sensenova/SenseNova-Loop-9B-Preview trending on Hugging Face Models right now?
Not at the moment. It was last on the list on Nov 8, 04:42 UTC, after 7 days of trending.
What is the highest rank sensenova/SenseNova-Loop-9B-Preview reached?
#15 on Hugging Face · Trending models, on Nov 6, 10:42 UTC. Trendoday checks this list every 60 minutes.
How long has sensenova/SenseNova-Loop-9B-Preview been trending?
It was first seen on Nov 2, 2026 and has been on the list on 7 days (143 checks) since.
What is sensenova/SenseNova-Loop-9B-Preview used for?
It is tagged image-text-to-text with transformers on Hugging Face and has 2704 downloads under the apache-2.0 license.