Model reference · open weights

dialseg-ar-gemma3

dialseg-ar-gemma3 is an open-weight language model from MBZUAI, 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.

Licence fee required LLMs MBZUAI 1 variants
Request a licence + hosting quote All served models Not on the shared API today — deployed on request.

Specifications

What it is

MakerMBZUAI
TypeLanguage models
Parameters (lead)4.3B
Variants1
Released2026-04-15
Likes1
LicenceCommercial licence needed

How it works

How language models work

Your prompttext / messagesTransformerattention over tokensNext-token loopgenerate + streamResponsetext · tool callsA language model reads your tokens and predicts the next one, again and again, streaming the reply back.

Variants

Sizes & precisions

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.

VariantParamsPrecisionVRAMFits 16 GBWeights
dialseg-ar-gemma3-4B4.3BBF16~9.9 GBWeights ↗

Using it via the API

Call it like any OpenAI endpoint

Once AxForge deploys dialseg-ar-gemma3 for you, it answers on the OpenAI-compatible API — the same base URL and keys as every other model. (dialseg-ar-gemma3 below is illustrative; you get the exact model name on deployment.)

$ curl -sS https://api.axforge.ai/v1/chat/completions \
  -H "Authorization: Bearer $AXFORGE_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"model":"dialseg-ar-gemma3","messages":[{"role":"user","content":"Hello"}]}'

Details

Languages, data & research

Languages

ar

Trained / evaluated on

MBZUAI/DialSeg-Ar

Tags

safetensors gemma3 arabic dialectal-arabic discourse-analysis linear-segmentation semantic-segmentation topic-segmentation low-resource text-generation conversational ar dataset:MBZUAI/DialSeg-Ar

Licence

Commercial licence needed

The weights are open but cc-by-nc-4.0 needs a commercial agreement for business use. AxForge can arrange that licence and host the model for you — you pay AxForge, we settle with the model’s maker. Ask us for a quote. Read the licence ↗

Sources

Weights & code

Want dialseg-ar-gemma3 on EU-owned hardware?

Request a licence + hosting quote See what’s served now

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