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Granite 4.0 Micro

IBMOpen WeightApache 2.0 · Commercial OK

Description

A preliminary version of the smallest model in the upcoming Granite 4.0 family, released May 2025. It utilizes a novel hybrid Mamba-2/Transformer, fine-grained mixture of experts (MoE) architecture (7B total parameters, 1B active at inference). This preview version is partially trained (2.5T tokens) but demonstrates significant memory efficiency and performance potential, validated for at least 128K context length without positional encoding.

Release Date
2025-09-22
Parameters
7.0B
Context Length
131K
Modalities
text

Capability Radar

18
general
10
coding
11
reasoning
20
scienceest.
0
agents
0
multimodal

Science uses a reasoning proxy when dedicated science benchmarks are unavailable.

Rankings

Domain#RankScoreSource
Code Ranking434
8.0
AA
General Ranking447
18.0
AA
Math Reasoning343
6.0
AA
Reasoning34
78.0
LS
Science423
19.0
AA

Benchmark Scores (LLM Stats)

Code

HumanEval82.4%SR

Creativity

AlpacaEval 2.035.2%SR
Arena Hard26.7%SR

Finance

MMLU60.4%SR
TruthfulQA58.1%SR

General

IFEval63.0%SR
PopQA22.9%SR

Language

BIG-Bench Hard55.7%SR

Math

GSM8k70.1%SR
DROP46.2%SR

Reasoning

HumanEval+78.3%SR

Safety

AttaQ86.1%SR

AA Evaluation Indices

Intelligence Index
7.7
Math Index
6.0
Coding Index
5.0
Mmlu Pro
0.4
Gpqa
0.3
Ifbench
0.2
Livecodebench
0.2
Tau2
0.1
Scicode
0.1
Aime 25
0.1
Hle
0.1
Lcr
0.0
Terminalbench Hard
0.0

LLM Stats Category Scores

Safety
90
Code
80
Structured Output
60
Finance
60
Healthcare
60
Instruction Following
60
Language
60
Legal
60
Math
60
Reasoning
50
General
40
Writing
30
Creativity
30

Pricing

Input PriceFree
Output PriceFree
Blended Price (3:1)Free

Speed

Tokens/sec0.0 tokens/s
Time to First Token0.00s
Time to Answer0.00s

Available Providers

(LS internal units)

No provider data available

External Sources