Qwen2.5-3B-Instruct vs Spark-X2.5-4B-GGUF

Specs, VRAM requirements and download trends — updated 21 September 2026.

Qwen · A
Params
3.1 B
Context
32,768
30d
4.8 M
XHToken · B
Params
4.0 B
Context
30d
259 K
apache-2.0 · commercial OK

Specification comparison

Differences are highlighted; identical values are muted.

Specification Qwen2.5-3B-Instruct Spark-X2.5-4B-GGUF
Parameters 3.1 B 4.0 B
Architecture Qwen2ForCausalLM
Context length 32,768
Licence other apache-2.0
Commercial use Unknown Allowed
Languages 1 2
Downloads 30d 4,751,814 258,864
Downloads all time 120.0 M 259 K
Quantizations on the Hub SAFETENSORS GGUF
Gated No No
First seen on the Hub 2024-09-17 2026-08-28

Download trend

Daily snapshots, last 56 days (28 Jul – 21 Sep)

7.6 M207 K
Qwen2.5-3B-Instruct Spark-X2.5-4B-GGUF

VRAM side by side

On RTX 4090 · 24 GB · 8K context unless noted

Spark-X2.5-4B-GGUF · Q4_K_M 4.0 GB / 24 GB
✅ Runs comfortably
Qwen2.5-3B-Instruct · fp16 7.8 GB / 24 GB
✅ Runs comfortably

Adjacent comparisons