Model reference · open weights

GELab-Zero-Sico-Evolution

GELab-Zero-Sico-Evolution is an open-weight language model from microsoft, 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.

LLMs microsoft 1 variants 5 downloads/mo
Request this model on EU hardware All served models Not on the shared API today — deployed on request.

Specifications

What it is

Makermicrosoft
TypeLanguage models
Parameters (lead)4.4B
Variants1
Runs withtransformers
Based onGELab-Zero-4B-preview
Released2026-06-30
Popularity5 downloads / month
Likes57
LicenceOpen weights

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
GELab-Zero-4B-preview-Sico-Evolution4.4BBF16~10.2 GBWeights ↗

Using it via the API

Call it like any OpenAI endpoint

Once AxForge deploys gelab-zero-sico-evolution for you, it answers on the OpenAI-compatible API — the same base URL and keys as every other model. (gelab-zero-sico-evolution 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":"gelab-zero-sico-evolution","messages":[{"role":"user","content":"Hello"}]}'

Details

Languages, data & research

Languages

en zh

Tags

transformers safetensors qwen3_vl image-text-to-text gui-agent mobile-agent vision-language qwen3-vl lora conversational en zh endpoints_compatible

Licence

Open weights

Open weights under apache-2.0 — commercial use is permitted. Deploy it on AxForge EU hardware on request. Read the licence ↗

Sources

Weights & code

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