BigCode
StarCoder2 3B
Actual
Feb 2024Publicado16K tokensContextoBigCode OpenRAIL-MLicencia1 EntradaCalidad
StarCoder2 3B (3B parameters) requires approximately 4.1 GB of VRAM with Q4_K_M quantization. For the best balance of quality and speed, we recommend hardware with at least 5 GB of VRAM.
Comenzar
— copia y pega para ejecutar en localCopy-paste commands to run StarCoder2 3B on your machine.
Run
ollama run starcoder2:3bQuick specs
Parameters3B
Architecturedense
Context16K tokens
Modalitytext
Min RAM1.2 GB
Rec. RAM1.8 GB (Q4_K_M)
LicenseBigCode OpenRAIL-M
FamilyStarCoder
✓ Code
About this model
Modelos relacionados
Selecciones rápidas
Mejor hardware
Mejores opciones para StarCoder2 3B
Ejecutar este modelo
Opciones de cuantización
Estimaciones de VRAM por nivel de cuantización
No hardware detected — fit column shows raw VRAM estimates
| Quant | Bits | VRAM | Quality | Fit |
|---|---|---|---|---|
Q2_K | 2 | 1.2 GB | Low | — |
Q3_K_S | 3 | 1.5 GB | Low | — |
NVFP4 | 4 | 1.7 GB | Medium | — |
Q4_K_M | 4 | 1.8 GB | Medium | — |
Q5_K_M | 5 | 2.2 GB | High | — |
Q6_K | 6 | 2.5 GB | High | — |
Q8_0 | 8 | 3.2 GB | Very High | — |
F16 | 16 | 6.1 GB | Maximum | — |
Quality benchmarks
StarCoder2 3B benchmark scores
Coding
SWE-bench Verified—
HumanEval+31.7%
Aider Polyglot—
LiveCodeBench—
Reasoning
MMLU-Pro7.1%
GPQA Diamond—
MATH-5001.5%
ARC Challenge—
General
Chatbot Arena—
IFEval20.4%
Source: official · 2024-02-28
Compatibilidad de hardware
Estimaciones de encaje en todo el hardware
Computing compatibility...
Desglose de memoria
Reference: RTX 2060 6GB
Weights1.8 GB
KV Cache0.5 GB
Runtime1.2 GB
Headroom0.6 GB
Preguntas frecuentes
FAQ — StarCoder2 3B
Ver también