Model comparison

Nano-Refuse-0.4BvsVioletVision-3B

Decision Card metrics — latency, license, lineage overlap, benchmarks, and repo health from the live graph.

Decision metrics

AttributeNano-Refuse-0.4BVioletVision-3B
License
ParametersModel size
Context window
Architecture
Hardware class
Latency
$ / 1M tokens
Verified TTFT
Repo health (RIS)24
Graph trust8888
LineageNo lineage links40 papers · 1 repo
Graph score11

Decision cards

Nano-Refuse-0.4B
License
Parameters
Context
Architecture
Lifecycle
BenchmarksPending verified runs
Repo healthNo linked repo
EconomicsEconomics pending verified runs
VioletVision-3B
License
Parameters
Context
Architecture
Lifecycle
BenchmarksPending verified runs
Repo health
RIS 24estimated
vlm-starter
EconomicsEconomics pending verified runs

Nano-Refuse-0.4B

A tiny safety classifier for fast content filtering.

VioletVision-3B

An open vision-language model for captioning and VQA.