LFM2.5-2.6B-GGUF vs SmolLM3-3B-Base

Specs, VRAM requirements and download trends — updated 23 September 2026.

LiquidAI · A · Open weights
Params
2.6 B
Context
131,072
30d
187 K
HuggingFaceTB · B · Open weights
Params
3.1 B
Context
65,536
30d
213 K
apache-2.0 · commercial OK

Specification comparison

Differences are highlighted; identical values are muted.

Specification LFM2.5-2.6B-GGUF SmolLM3-3B-Base
Parameters 2.6 B 3.1 B
Architecture — SmolLM3ForCausalLM
Context length 131,072 65,536
Licence other apache-2.0
Commercial use Unknown Allowed
Languages 16 8
Downloads 30d 186,819 213,155
Downloads all time 2.5 M 2.0 M
Quantizations on the Hub GGUF, SAFETENSORS SAFETENSORS
Gated No No
First seen on the Hub 2026-08-01 2025-06-19

Download trend

Daily snapshots, last 89 days (14 Aug – 10 Nov)

1.2 M161 K
LFM2.5-2.6B-GGUF SmolLM3-3B-Base

VRAM side by side

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

LFM2.5-2.6B-GGUF · Q4_0 2.6 GB / 24 GB
✅ Runs comfortably
SmolLM3-3B-Base · fp16 7.7 GB / 24 GB
✅ Runs comfortably
LFM2.5-2.6B-GGUF · fp16 @ 128K ctx 18.6 GB / 24 GB
✅ Runs comfortably

Adjacent comparisons