Visibility winner
X-PLUG/mPLUG-DocOwl
2.4K stars
Use this as the long-horizon mindshare read, not as the final answer.
Freshness winner
fikrikarim/parlor
+130 in the weekly window
Last commit Apr 7, 2026
Adoption winner
X-PLUG/mPLUG-DocOwl
Package mapping still partial
GitStar keeps the comparison directional when linked package telemetry is missing.
Data completeness
Comparison confidence
0/2 package links
1/2 repos have weekly momentum in the current snapshot.
Compare up to four repositories with comma-separated owner/repo names. GitStar keeps missing package or momentum data explicit instead of flattening it into a false zero.
X-PLUG/mPLUG-DocOwl currently leads on long-horizon mindshare with the strongest star base in this comparison. Package mapping is still partial, so this comparison cannot declare a clean adoption winner yet.
GitStar keeps cross-repository gaps visible. Missing package mappings or partial momentum data lower confidence, but they do not stop the page from showing a directional read.
X-PLUG/mPLUG-DocOwl currently leads on long-horizon mindshare with the strongest star base in this comparison.
Stars are strongest at showing durable visibility, not direct production fit.
fikrikarim/parlor has the strongest current movement signal in this set.
Weekly movement is +130 in the weekly window.
Package mapping is still partial, so this comparison cannot declare a clean adoption winner yet.
Treat this as a directional evaluation and verify ecosystem usage directly from package registries.
This is a cross-lane comparison, so use it to inspect trade-offs rather than to force a single numeric winner.
When the compared repos do not clearly share category or package neighborhoods, methodology and direct docs review matter more.
mPLUG-DocOwl: Modularized Multimodal Large Language Model for Document Understanding
On-device, real-time multimodal AI. Have natural voice and vision conversations with an AI that runs entirely on your machine. Powered by Gemma 4 E2B and Kokoro.