beam
beam
Discover
PulseActivityAnalyticsBest forMapOrgs
Niches
AgentsMCPRAGCoding AssistantsInference & Serving
Personal
WatchlistCompare
?
Sign in
magic link · no password
LIVE──────── · ──:──:── UTCabout
beam
beam
Discover
PulseActivityAnalyticsBest forMapOrgs
Niches
AgentsMCPRAGCoding AssistantsInference & Serving
Personal
WatchlistCompare
?
Sign in
magic link · no password
Back to Pulse
Tool profile

lightly-ai/lightly-train

stable

All-in-one training for vision models (YOLO, ViTs, RT-DETR, DINOv3): pretraining, fine-tuning, distillation.

computer-visioncontrastive-learningdeep-learningdinov2dinov3distillationembeddingseomt
Velocity score
0.20/ 10
[STARS]
1.5k
[FORKS]
75
[CONTRIBUTORS]
19
[LAST_COMMIT]
7d ago
OPEN_ON_GITHUB
Velocity class: stable
Is lightly-ai/lightly-train still actively maintained?
[VR]

This tool is in the Velocity Report when it moves. Get the weekly numbers.

Score breakdown
713/ 1000
other · lightly-ai/lightly-train
Velocity50%
Adoption30%
Maintenance15%
Community5%
[CODE_GROWTH]
888
[INSTALL_VEL]
500
[ACTIVITY]
538
[COMMUNITY_SIGNAL]
762

Terminal score: 0–1000 raw, weighted across 4 dimensions. Public score: 0–10 normalized (shown in the 30-day stars chart above).

LIVE──────── · ──:──:── UTCabout