Will It Run AI

AlibabaAlibaba

Qwen 2.5 Coder 32B

Aktuell
huggingfaceHuggingFaceollamaOllama
1.1MDownloads2.0KLikesNov 2024Veröffentlicht131K TokenKontextApache 2.0Lizenz66 GutQualität

Qwen 2.5 Coder 32B (32B parameters) requires approximately 25.2 GB of VRAM with Q4_K_M quantization. For the best balance of quality and speed, we recommend hardware with at least 29 GB of VRAM.

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— kopieren & einfügen, um lokal auszuführen

Copy-paste commands to run Qwen 2.5 Coder 32B on your machine.

Run

ollama run qwen2.5-coder

Quick specs

Parameters32B
Architecturedense
Context131K tokens
Modalitytext
Min RAM12.5 GB
Rec. RAM19.5 GB (Q4_K_M)
LicenseApache 2.0
FamilyQwen
✓ Code

About this model

Qwen2.5-Coder is the latest series of Code-Specific Qwen large language models (formerly known as CodeQwen). As of now, Qwen2.5-Coder has covered six mainstream model sizes, 0.5, 1.5, 3, 7, 14, 32 billion parameters, to meet the needs of different developers. Qwen2.5-Coder brings the following improvements upon CodeQwen1.5:

  • •Significantly improvements in code generation, code reasoning and code fixing. Base on the strong Qwen2.5, we scale up the training...
  • •A more comprehensive foundation for real-world applications such as Code Agents. Not only enhancing coding capabilities but also maintaining...
  • •Long-context Support: up to 128K tokens

Verwandte Modelle

Deine Hardware

Erkennung...

Schnellauswahl

Bestes BudgetA
Mac mini M4 64GB~$1,099 — 9 tok/s
NVIDIA
Beste GesamtwahlA
NVIDIA A100 40GB~$10,000 — 72 tok/s

Beste Hardware

Top-Empfehlungen für Qwen 2.5 Coder 32B

NVIDIA
NVIDIA A100 40GBA
40 GB
NVIDIA
RTX PRO 5000 Blackwell 48GBA
48 GB
MacBook Pro M4 Max 64GBA
64 GB
NVIDIA
RTX 5090 32GBA
32 GB
NVIDIA
RTX 6000 Ada 48GBA
48 GB

Dieses Modell ausführen

Qwen 2.5 Coder 32B on NVIDIA A100 40GBQwen 2.5 Coder 32B on RTX PRO 5000 Blackwell 48GBQwen 2.5 Coder 32B on MacBook Pro M4 Max 64GB

Quantisierungsoptionen

VRAM-Schätzungen nach Quantisierungsstufe

No hardware detected — fit column shows raw VRAM estimates

QuantBitsVRAMQualityFit
Q2_K
2
12.5 GB
Low—
Q3_K_S
3
15.7 GB
Low—
NVFP4
4
17.9 GB
Medium—
Q4_K_M
4
19.5 GB
Medium—
Q5_K_M
5
23.0 GB
High—
Q6_K
6
26.2 GB
High—
Q8_0
8
34.2 GB
Very High—
F16
16
65.6 GB
Maximum—

Quality benchmarks

Qwen 2.5 Coder 32B benchmark scores

Benchmark verified

Coding

SWE-bench Verified41.0%
HumanEval+87.2%
Aider Polyglot—
LiveCodeBench31.4%

Reasoning

MMLU-Pro62.3%
GPQA Diamond41.8%
MATH-50076.4%
ARC Challenge—

General

Chatbot Arena—
IFEval79.9%

Source: official · 2024-11-12

Hardware-Kompatibilität

Eignungsschätzungen für alle Hardware

Rechner öffnen

Computing compatibility...

Speicheraufschlüsselung

Reference: RTX 2060 6GB

Weights19.5 GB
KV Cache3.9 GB
Runtime1.2 GB
Headroom0.6 GB

Häufig gestellte Fragen

FAQ — Qwen 2.5 Coder 32B

Siehe auch

QuantisierungsleitfadenBewertungsmethodikRechner öffnen