SmolVLM2-500M-Video-Instruct vs Huihui-Qwen3.8-27B-abliterated-GGUF

Specs, VRAM requirements and download trends — updated 18 September 2026.

HuggingFaceTB · A
Params
510 M
Context
30d
1.3 M
apache-2.0 · commercial OK
huihui-ai · B
Params
27.0 B
Context
30d
2.6 M
apache-2.0 · commercial OK

Specification comparison

Differences are highlighted; identical values are muted.

Specification SmolVLM2-500M-Video-Instruct Huihui-Qwen3.8-27B-abliterated-GGUF
Parameters 510 M 27.0 B
Architecture SmolVLMForConditionalGeneration
Context length
Licence apache-2.0 apache-2.0
Commercial use Allowed Allowed
Languages 1
Downloads 30d 1,252,958 2,623,928
Downloads all time 6.8 M 3.2 M
Quantizations on the Hub SAFETENSORS GGUF
Gated No No
First seen on the Hub 2025-02-11 2026-08-16

Download trend

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

2.9 M943 K
SmolVLM2-500M-Video-Instruct Huihui-Qwen3.8-27B-abliterated-GGUF

VRAM side by side

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

SmolVLM2-500M-Video-Instruct · fp16 2.8 GB / 24 GB
✅ Runs comfortably
Huihui-Qwen3.8-27B-abliterated-GGUF · Q4_K 23.0 GB / 24 GB
⚠️ Tight — reduce context

Adjacent comparisons