32 GB VRAM · Q4 native Amazon
RTX 5090
Vorteile
- Runs Qwen2.5-Coder 32B at Q4 natively
- 32 GB VRAM — adequate headroom
Local Engine Ready
Qwen2.5-Coder 32B
10 consumer GPUs can run Qwen2.5-Coder 32B at Q4 natively. Precise VRAM thresholds and benchmarks below.
10 Compatible GPUs
19 with offloading
32B params
131K context
Top pick
RTX 5090 · 32 GB VRAM runs Q4 natively
Prices and availability may change · affiliate link
Javier Morales AI hardware specialist — 8 years of experience
GitHub: github.com/javier-morales-ia
llama.cpp 0.2.x · CUDA 12 · ROCm 6 · updated monthly · methodology →
Execution Context
ARCHITECTURE TRANSFORMER
CONTEXT 131K TOKENS
QUANTIZATION 4-BIT GGUF
PROVIDER Alibaba
LICENSE Apache-2.0
VRAM REQUIREMENT
19.2 GB
4GB 8GB 12GB 16GB 24GB+
Hardware Decision
This model requires aHigh-end GPU (24 GB VRAM)
Compatible GPUs for Qwen2.5-Coder 32B
Best picks by compatibility, VRAM headroom, and value — prices and availability may change.
24 GB VRAM · Q4 native Amazon
RTX 4090
Vorteile
- Runs Qwen2.5-Coder 32B at Q4 natively
- 24 GB VRAM — adequate headroom
128 GB VRAM · Q4 native Amazon
M4 Ultra
Vorteile
- Runs Qwen2.5-Coder 32B at Q4 natively
- 128 GB VRAM — adequate headroom
Einige Links sind Amazon-Partnerlinks. Wir koennen ohne Mehrkosten fuer Sie eine Provision erhalten. Amazon-Cookies koennen nach Ihrem Klick bis zu 24 Stunden bestehen.
How to run this model
Check if your GPU can run Qwen2.5-Coder 32B →
VRAM Calculator — instant compatibility check
RTX 5090
32 GB · Runs Q4 natively · Check availability
*Prices and availability may change. Some links are affiliate links.
System Requirements
GPU VRAM 19.2 GB High-end GPU
System RAM 29 GB
32 GB recommended
Storage 16 GB Q4 · SSD recommended
CPU Any modern CPU GPU required
VRAM by Quantization
| Quantization | VRAM needed | Disk space | Quality |
|---|---|---|---|
| FP16 (max quality) | 76.8 GB | 64 GB | Maximum |
| Q8 (high quality) | 38.4 GB | 32 GB | Near-lossless |
| Q4 (recommended) Best balance | 19.2 GB | 16 GB | Recommended |
| Q2 (minimum) | 9.6 GB | 8 GB | Quality loss |
Model Details
| Developer | Alibaba |
| Parameters | 32B |
| Context window | 131,072 tokens |
| License | Apache-2.0 |
| Use cases | coding, chat, reasoning, analysis |
| Released | 2024-11 |
Install with Ollama
ollama run qwen2.5-coder:32b Hugging Face
Qwen/Qwen2.5-Coder-32B-Instruct Technical Requirements
Can your GPU run Qwen2.5-Coder 32B?
Qwen2.5-Coder 32B requires <strong class="text-primary-container">19.2 GB VRAM</strong> at Q4. 10 consumer GPUs meet this threshold. Below 8 GB or 17.2 GB you'll hit significant offload latency.
9.6GB Critical min
19.2GB Optimal Q4
38.4GB High Quality Q8
76.8GB Max FP16
Hardware Performance Matrix
10 Q4 native · 19 offload
Recommended GPUs for Qwen2.5-Coder 32B
Reale Benchmarks
Keine bezahlten Reviews
Redaktionelle Auswahl
Datenbasiert
Best picks by compatibility, VRAM headroom, and value — prices and availability may change.
RTX 5090
32 GB VRAM
Q4 native
Check availability →
RTX 4090
24 GB VRAM
Q4 native
Check availability →
M4 Ultra
128 GB VRAM
Q4 native
Check availability →
Einige Links sind Amazon-Partnerlinks. Wir koennen ohne Mehrkosten fuer Sie eine Provision erhalten. Amazon-Cookies koennen nach Ihrem Klick bis zu 24 Stunden bestehen.
Qwen2.5-Coder 32B — Compatibility guide
Qwen2.5-Coder 32B requires a high-end GPU like the RTX 4090 or a Mac with M2 Ultra or better. The Q4 version needs 19.2 GB VRAM. Check the VRAM calculator for your options.
Compare GPUs for Qwen2.5-Coder 32B
Which GPU is worth it? Real specs and benchmarks side by side.
Compatible Hardware
GPUs that run Qwen2.5-Coder 32B at Q4 — sorted by AI performance score.
Reale Benchmarks
Keine bezahlten Reviews
Datenbasiert
Einige Links sind Amazon-Partnerlinks. Wir koennen ohne Mehrkosten fuer Sie eine Provision erhalten. Amazon-Cookies koennen nach Ihrem Klick bis zu 24 Stunden bestehen.
More Practical Alternatives
Similar models in the coding category with comparable VRAM footprints.
Compare This Model
See how Qwen2.5-Coder 32B stacks up in head-to-head comparisons.
Not sure which GPU you need for Qwen2.5-Coder 32B?
The VRAM Calculator tells you exactly which quantization your hardware can handle.
RTX 5090
Check availability
Preise ändern sich täglich