Model reference · open weights
siglino-moe-0.15 is an open-weight embedding model from tiiuae, listed in the AxForge catalogue. AxForge can bring it up on EU-owned hardware for you on request — with the licence handled where one is required.
About
SigLino-MoE-0.15-0.6B Accepted at CVPR 2026 [](https://sofianchay.github.io/siglino/) [](https://arxiv.org/abs/2512.20157) [](https://github.com/tiiuae/siglino) This work stems from the CVPR 2026 AMoE paper, which designs and applies distillation into a Mixture-of-Experts (MoE) vision architecture. We have chosen the name SigLino for better clarity (SigLIP2 + DINOv3). Ultra-sparse MoE variant of SigLino with top-2 out of 28 experts routing. 0.15B active parameters, 0.6B total. Part of the SigLino model family. Usage Model Details Results (512x512, ensemble features) Citation
Summarised from the published model card. Read the full card on the HuggingFace links below.
Specifications
| Maker | tiiuae |
|---|---|
| Type | Embedding models |
| Parameters (lead) | 523M |
| Context | 8k tokens |
| Variants | 1 |
| Runs with | transformers |
| Released | 2026-03-11 |
| Popularity | 110 downloads / month |
| Likes | 8 |
| Licence | Open weights |
How it works
Variants
Open weights ship in several sizes and precisions. One page, all the variants — pick the one that fits your GPU. VRAM figures are estimates from model size.
| Variant | Params | Precision | VRAM | Fits 16 GB | Weights |
|---|---|---|---|---|---|
| siglino-moe-0.15-0.6B | 523M | BF16 | ~1.2 GB | ✓ | Weights ↗ |
Using it via the API
Once AxForge deploys siglino-moe-0-15 for you, it answers on the OpenAI-compatible API — the same base URL and keys as every other model. (siglino-moe-0-15 below is illustrative; you get the exact model name on deployment.)
$ curl -sS https://api.axforge.ai/v1/embeddings \
-H "Authorization: Bearer $AXFORGE_API_KEY" \
-H "Content-Type: application/json" \
-d '{"model":"siglino-moe-0-15","input":"text to embed"}'
Licence
Open weights under apache-2.0 — commercial use is permitted. Deploy it on AxForge EU hardware on request. Read the licence ↗
Explore