Step3 VL 10B
StepFunOpen WeightApache 2.0 · Uso Comercial
Descripción
STEP3-VL-10B is a lightweight open-source foundation model designed to redefine the trade-off between compact efficiency and frontier-level multimodal intelligence. Built on a unified, fully unfrozen pre-training strategy on 1.2T multimodal tokens integrating a language-aligned Perception Encoder with a Qwen3-8B decoder. Features Parallel Coordinated Reasoning (PaCoRe) to scale test-time compute for complex perceptual reasoning.
Fecha de lanzamiento
2026-01-20
Parámetros
10.0B
Longitud del contexto
—
Modalidades
—
Radar de capacidades
10
general
31
coding
69
reasoning
44
science
58
agents
85
multimodal
Rankings
| Dominio | #Posición | Puntuación | Fuente |
|---|---|---|---|
| Ranking de codificación | 540 | 4.0 | AA |
| Ranking general | 473 | 24.0 | AA |
| Ciencia | 268 | 47.0 | AA |
Puntuaciones de benchmarks (LLM Stats)
(LLM Stats (zeroeval))Communication
Multi-Challenge
62.6%Aut.
General
MMMU
78.1%Aut.
Math
AIME 2025
87.7%Aut.
MathVista
84.0%Aut.
MathVision
70.8%Aut.
Multimodal
MMBench
91.8%Aut.
Índices de evaluación AA
(Artificial Analysis)Intelligence Index(Artificial Analysis)9.3
Gpqa(NYU + Cohere + Anthropic (2023))0.7
Ifbench(Google Research (2023))0.5
Scicode(UIUC + Argonne National Lab (2024))0.3
Tau2(Sierra + U Toronto + Vector Institute (2025))0.2
Hle(Center for AI Safety + Scale AI (2025))0.1
Terminalbench Hard(Stanford × Laude Institute (2026))0.1
Lcr(Artificial Analysis)0.0
Puntuaciones por categoría LLM Stats
(LLM Stats (zeroeval))Math80
Multimodal80
Reasoning80
General80
Healthcare80
Vision80
Communication60
Precios
Precio de entradaGratis
Precio de salidaGratis
Precio mixto (3:1)Gratis
Velocidad
Tokens/seg0.0
Retraso del primer token0.00s
Tiempo hasta la respuesta0.00s
Ranking de Precios por Proveedor
No hay datos de proveedores disponibles