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Granite 4.0 Micro

IBMOpen WeightApache 2.0 · Commercial OK

描述

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.

發布日期
2025-09-22
參數規模
7.0B
上下文長度
131K
支援模態
text

能力雷達圖

18
general
10
coding
11
reasoning
20
science估算
0
agents
0
multimodal

Science 在缺少專門科學評測時使用推理能力代理估算。

排行榜排名

領域#排名分數來源
代码能力榜434
8.0
AA
通用能力榜447
18.0
AA
数学推理343
6.0
AA
推理能力34
78.0
LS
科学能力423
19.0
AA

基準測試分數 (LLM Stats)

Code

HumanEval82.4%自報

Creativity

AlpacaEval 2.035.2%自報
Arena Hard26.7%自報

Finance

MMLU60.4%自報
TruthfulQA58.1%自報

General

IFEval63.0%自報
PopQA22.9%自報

Language

BIG-Bench Hard55.7%自報

Math

GSM8k70.1%自報
DROP46.2%自報

Reasoning

HumanEval+78.3%自報

Safety

AttaQ86.1%自報

AA 評測指數

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 分類評分

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

定價

輸入價格免費
輸出價格免費
混合價格(3:1)免費

速度

Tokens/秒0.0 tokens/s
首Token延遲0.00s
首回答延遲0.00s

可用提供商

(LS 內部計價單位)

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外部連結