Model reference · open weights

granite-4.0-micro

granite-4.0-micro is an open-weight language model from ibm-granite, 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 ibm-granite 1 variants 60k downloads/mo
Request this model on EU hardware All served models Not on the shared API today — deployed on request.

About

What granite-4.0-micro is

[](https://mot.isitopen.ai/model/1160) Granite-4.0-Micro 📣 Update [10-07-2025]: Added a default system prompt to the chat template to guide the model towards more professional, accurate, and safe responses. Model Summary: Granite-4.0-Micro is a 3B parameter long-context instruct model finetuned from Granite-4.0-Micro-Base using a combination of open source instruction datasets with permissive license and internally collected synthetic datasets. This model is developed using a diverse set of techniques with a structured chat format, including supervised finetuning, model alignment using reinforcement learning, and model merging. Granite 4.0 instruct models feature improved instruction following (IF) and tool-calling capabilities, making them more effective in enterprise applications. - Developers: Granite Team, IBM - HF Collection: Granite 4.0 Language Models HF Collection - GitHub Repository: ibm-granite/granite-4.0-language-models - Website: Granite Docs - Release Date: October 2nd, 2025 - License: Apache 2.0 Supported Languages: English, German, Spanish, French, Japanese, Portuguese, Arabic, Czech, Italian, Korean, Dutch, and Chinese. Users may finetune Granite 4.0 models for languages beyond these languages. Intended use: The model is designed to follow general instructions and can serve as the foundation for AI assistants across diverse domains, including business applications, as well as for LLM agents equipped with tool-use capabilities. Capabilities Summarization Text classification Text extraction Question-answering Retrieval Augmented Generation (RAG) Code related tasks Function-calling tasks Multilingual dialog use cases Fill-In-the-Middle (FIM) code completions -- Generation: This is a simple example of how to use Granite-4.0-Micro model. Install the following libraries: Then, copy the snippet from the section that is relevant for your use case. Expected output: Tool-calling: Granite-4.0-Micro comes with enhanced tool calling capabilities, enabling seamless integration with external functions and APIs. To define a list of tools please follow OpenAI's function definition schema. This is an example of how to use Granite-4.0-Micro model tool-calling abil

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

Specifications

What it is

Makeribm-granite
TypeLanguage models
Parameters (lead)3.4B
Context128k tokens
Variants1
Runs withtransformers
Released2025-09-16
Popularity60k downloads / month
Likes275
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
granite-4.0-micro3.4BBF16~7.8 GBWeights ↗

Using it via the API

Call it like any OpenAI endpoint

Once AxForge deploys granite-4-0-micro for you, it answers on the OpenAI-compatible API — the same base URL and keys as every other model. (granite-4-0-micro 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":"granite-4-0-micro","messages":[{"role":"user","content":"Hello"}]}'

Details

Languages, data & research

Tags

transformers safetensors granitemoehybrid text-generation language granite-4.0 conversational endpoints_compatible deploy:azure

Papers

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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