Model reference · open weights

gemma-4

gemma-4 is an open-weight language model from RedHatAI, 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 RedHatAI 1 variants 63k 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-NVFP4 NVFP4 Quantized RedHatAI/gemma-4-12B-it-NVFP4 This is a preliminary version (and subject to change) of NVFP4 quantized google/gemma-4-12B-it model. The model has both weights and activations quantized to NVFP4 format with vllm-project/llm-compressor. It is compatible and tested against vllm nightly. Creation Script Run this script with this LLM Compressor PR and latest transformers to quantize the model using GPTQ Preliminary Evaluations 1) GSM8K Platinum 2) Wikitext PPL Evals:

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

Specifications

What it is

MakerRedHatAI
TypeLanguage models
Parameters (lead)13.0B
Variants1
Runs withtransformers
Based ongoogle/gemma-4-12B-it
Released2026-06-08
Popularity63k downloads / month
Likes5
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-NVFP413.0BNVFP4Weights ↗

Using it via the API

Call it like any OpenAI endpoint

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

Details

Languages, data & research

Tags

transformers safetensors gemma4_unified image-text-to-text fp4 vllm llm-compressor compressed-tensors any-to-any endpoints_compatible 8-bit

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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