NVIDIA-Nemotron-3-Nano-4B-BF16 vs Spark-X2.5-4B-GGUF

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

nvidia · A
Params
4.0 B
Context
262,144
30d
3.5 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 NVIDIA-Nemotron-3-Nano-4B-BF16 Spark-X2.5-4B-GGUF
Parameters 4.0 B 4.0 B
Architecture NemotronHForCausalLM
Context length 262,144
Licence other apache-2.0
Commercial use Unknown Allowed
Languages 1 2
Downloads 30d 3,492,652 258,864
Downloads all time 6.9 M 259 K
Quantizations on the Hub SAFETENSORS GGUF
Gated No No
First seen on the Hub 2026-03-07 2026-08-28

Download trend

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

3.5 M207 K
NVIDIA-Nemotron-3-Nano-4B-BF16 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
NVIDIA-Nemotron-3-Nano-4B-BF16 · fp16 @ 256K ctx 28.3 GB / 24 GB
❌ Won’t fit

Adjacent comparisons