Model reference · open weights

gemma-4

gemma-4 is an open-weight language model from ggml-org, 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 ggml-org 1 variants 46k downloads/mo
Request this model on EU hardware All served models Not on the shared API today — deployed on request.

About

What gemma-4 is

gemma-4-12B-it Run with https://llama.app Source models - https://huggingface.co/google/gemma-4-12B-it - https://huggingface.co/google/gemma-4-12B-it-assistant - https://huggingface.co/google/gemma-4-12B-it-qat-q40-unquantized-assistant - https://huggingface.co/google/gemma-4-12B-it-qat-q40-unquantized TODOs - add info - add dflash [!IMPORTANT] This model is automatically converted using https://github.com/ggml-org/convert

Summarised from the published model card. Read the full card on the HuggingFace links below.

Specifications

What it is

Makerggml-org
TypeLanguage models
Variants1
Based ongoogle/gemma-4-12B-it
Released2026-06-03
Popularity46k downloads / month
Likes85
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
gemma-4-12B-it-GGUFGGUFWeights ↗

Using it via the API

Call it like any OpenAI endpoint

Once AxForge deploys ggml-org-gemma-4 for you, it answers on the OpenAI-compatible API — the same base URL and keys as every other model. (ggml-org-gemma-4 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":"ggml-org-gemma-4","messages":[{"role":"user","content":"Hello"}]}'

Details

Languages, data & research

Tags

gguf quantized any-to-any endpoints_compatible conversational

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

Want gemma-4 on EU-owned hardware?

Request this model on EU hardware See what’s served now

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