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 | #Rank | Score | Source |
|---|---|---|---|
| Code Ranking | 434 | 8.0 | AA |
| General Ranking | 447 | 18.0 | AA |
| Math Reasoning | 343 | 6.0 | AA |
| Reasoning | 34 | 78.0 | LS |
| Science | 423 | 19.0 | AA |
Benchmark Scores (LLM Stats)
Code
HumanEval
82.4%SR
Creativity
AlpacaEval 2.0
35.2%SR
Arena Hard
26.7%SR
Finance
MMLU
60.4%SR
TruthfulQA
58.1%SR
General
IFEval
63.0%SR
PopQA
22.9%SR
Language
BIG-Bench Hard
55.7%SR
Math
GSM8k
70.1%SR
DROP
46.2%SR
Reasoning
HumanEval+
78.3%SR
Safety
AttaQ
86.1%SR
AA Evaluation Indices
Intelligence Index7.7
Math Index6.0
Coding Index5.0
Mmlu Pro0.4
Gpqa0.3
Ifbench0.2
Livecodebench0.2
Tau20.1
Scicode0.1
Aime 250.1
Hle0.1
Lcr0.0
Terminalbench Hard0.0
LLM Stats Category Scores
Safety90
Code80
Structured Output60
Finance60
Healthcare60
Instruction Following60
Language60
Legal60
Math60
Reasoning50
General40
Writing30
Creativity30
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