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Text model · Qwen2.5-Coder

Qwen2.5 Coder 3B requirements

Qwen2.5-Coder family · 3.09B params · released Nov 2024 · 16.8M Ollama pulls. Minimum to run at Q4_K_M: Apple M1 (8GB).

LicenseQwen Research License· Non-commercial↓ 109.2K/mo♥ 114on HuggingFace
Q4_K_M
1.8 GB
Q8_0
3.06 GB
Total @ Q4 (4k)
~3 GB
Context
32 k

Quantization sizes

GGUF quantson disk
QuantizationSize on disk
Q2_K1.3 GB est
Q3_K_M1.5 GB est
Q4_K_M (default)1.8 GB
Q5_K_M2.2 GB est
Q6_K2.5 GB est
Q8_03.06 GB
FP166.2 GB est

Lower quant = smaller and faster, slightly lower quality. Q4_K_M is the common default.

Run it

Ollama
$ ollama run qwen2.5-coder:3b
llama.cpp
$ llama-cli -hf bartowski/Qwen2.5-Coder-3B-Instruct-GGUF:Q4_K_M
LM Studio
$ lms get bartowski/Qwen2.5-Coder-3B-Instruct-GGUF

Which devices can run Qwen2.5 Coder 3B?

FAQ

How much VRAM or RAM does Qwen2.5 Coder 3B need?

At Q4_K_M, Qwen2.5 Coder 3B needs about 3 GB (weights ~1.8 GB + KV cache + overhead) at a 4k context. At Q8_0 budget ~4.3 GB.

Can Qwen2.5 Coder 3B run on a laptop?

Yes, Qwen2.5 Coder 3B fits on a 16 GB machine at Q4_K_M and runs on Apple Silicon or a 12 GB+ GPU comfortably.

Can I use Qwen2.5 Coder 3B commercially?

No. Qwen Research License: non-commercial use only.

Qwen2.5-Coder, code-specialized. Q4_K_M and Q8_0 sizes from the bartowski GGUF repo. 32K context. Qwen Research License restricts commercial use.

Sources

Memory figures are estimates. See methodology.