Will It Run AI

AlibabaAlibaba

Qwen 2.5 Coder 1.5B

686.6KDescargas123Me gustaSep 2024Publicado33K tokensContextoApache 2.0Licencia46 BásicoCalidad

Qwen 2.5 Coder 1.5B (1.5B parameters) requires approximately 3.1 GB of VRAM with Q4_K_M quantization. For the best balance of quality and speed, we recommend hardware with at least 4 GB of VRAM.

Comenzar

— copia y pega para ejecutar en local

Copy-paste commands to run Qwen 2.5 Coder 1.5B on your machine.

Run

ollama run qwen2.5-coder:1.5b

Quick specs

Parameters1.5B
Architecturedense
Context33K tokens
Modalitytext
Min RAM0.6 GB
Rec. RAM0.9 GB (Q4_K_M)
LicenseApache 2.0
FamilyQwen
Chat

About this model

Qwen 2.5 Coder 1.5B is Alibaba's compact code-specific language model from the Qwen2.5 Coder series. Trained on 5.5T tokens including source code, text-code grounding, and synthetic data. Features improvements in code generation, reasoning, and fixing while maintaining general and math capabilities.

  • Code-specialized: trained on 5.5T tokens of code and text-code data
  • 28 layers with grouped-query attention (12 Q heads, 2 KV heads)
  • Strong code generation, reasoning, and repair capabilities
  • Apache 2.0 license for unrestricted use

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Mejores opciones para Qwen 2.5 Coder 1.5B

Ejecutar este modelo

Opciones de cuantización

Estimaciones de VRAM por nivel de cuantización

No hardware detected — fit column shows raw VRAM estimates

QuantBitsVRAMQualityFit
Q2_K
2
0.6 GB
Low
Q3_K_S
3
0.7 GB
Low
NVFP4
4
0.8 GB
Medium
Q4_K_M
4
0.9 GB
Medium
Q5_K_M
5
1.1 GB
High
Q6_K
6
1.2 GB
High
Q8_0
8
1.6 GB
Very High
F16
16
3.1 GB
Maximum

Quality benchmarks

Qwen 2.5 Coder 1.5B benchmark scores

Benchmark verified

Coding

SWE-bench Verified
HumanEval+46.8%
Aider Polyglot
LiveCodeBench

Source: community · 2024-09-17

Compatibilidad de hardware

Estimaciones de encaje en todo el hardware

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Computing compatibility...

Desglose de memoria

Reference: RTX 2060 6GB

Weights0.9 GB
KV Cache0.4 GB
Runtime1.2 GB
Headroom0.6 GB

Preguntas frecuentes

FAQ — Qwen 2.5 Coder 1.5B

Ver también