SmolLM2-135M vs mamba-130m-hf

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

HuggingFaceTB · A
Params
130 M
Context
8,192
30d
2.0 M
apache-2.0 · commercial OK
state-spaces · B
Params
130 M
Context
30d
281 K

Specification comparison

Differences are highlighted; identical values are muted.

Specification SmolLM2-135M mamba-130m-hf
Parameters 130 M 130 M
Architecture LlamaForCausalLM MambaForCausalLM
Context length 8,192
Licence apache-2.0
Commercial use Allowed Unknown
Languages 1
Downloads 30d 1,977,502 281,195
Downloads all time 20.6 M 6.6 M
Quantizations on the Hub SAFETENSORS SAFETENSORS
Gated No No
First seen on the Hub 2024-10-31 2024-03-06

Download trend

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

2.6 M258 K
SmolLM2-135M mamba-130m-hf

VRAM side by side

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

SmolLM2-135M · fp16 0.8 GB / 24 GB
✅ Runs comfortably
mamba-130m-hf · fp16 1.1 GB / 24 GB
✅ Runs comfortably

Adjacent comparisons