Tracking the models that matter for the open AI ecosystem

The open ecosystem is becoming fundational for research, businesses and governments. We curate the models that matter, expanding upon the Interconnects Artifacts Log series.

Explore the Data
817
Models
270
Orgs
23
Batches
Filtering by tagmodels/llms/multi-modal
242 models
Adoption
Relative Adoption Metric pending. The first score is available 7 days after release.
Downloads in the last 30 days:
184.5K
MIT · 304B
Relative Adoption Metric: 4.94×. Strong. Measured at 7 days.
Downloads in the last 30 days:
727.6K
MIT · 320B (18B active)
Qwen3.8-Flash-NextQwenQwen
Relative Adoption Metric: 4.09×. Strong. Measured at 7 days.
Downloads in the last 30 days:
401.3K
Qwen Community License 1.0 · 125B
dots3-note previewdots-studiodots-studio
Relative Adoption Metric: 0.02×. Below benchmark. Measured at 7 days.
Downloads in the last 30 days:
2.3K
Apache-2.0 · 280B
Qwen3.8-27BQwenQwen
Relative Adoption Metric: 5.15×. Strong. Measured at 7 days.
Downloads in the last 30 days:
6M
Apache-2.0 · 27B
Relative Adoption Metric: 0.07×. Below benchmark. Measured at 7 days.
Downloads in the last 30 days:
49.6K
Apache-2.0 · 2.4B
Relative Adoption Metric: 0.04×. Below benchmark. Measured at 7 days.
Downloads in the last 30 days:
25.9K
LFM Open License v1.0 · 3B
Muse-Glimmer-30BMetaMeta
Relative Adoption Metric: 1.10×. Healthy. Measured at 7 days.
Downloads in the last 30 days:
644K
Apache-2.0 · 30B
Relative Adoption Metric not scored because required parameter, download, or API metadata is not cataloged. This is not a zero score.
Downloads in the last 30 days:
1.9K
Unknown · 8B
Inkling-Smallthinkingmachinesthinkingmachines
Relative Adoption Metric: 0.33×. Below benchmark. Measured at 30 days.
Downloads in the last 30 days:
272.6K
apache-2.0 · 276B (12B active)
Relative Adoption Metric: 0.06×. Below benchmark. Measured at 30 days.
Downloads in the last 30 days:
7.2K
apache-2.0 · 70B
GLM-5.2-Vision-NVFP4basetenbaseten
Relative Adoption Metric: 0.02×. Below benchmark. Measured at 30 days.
Downloads in the last 30 days:
13.6K
MIT · 744B (40B active)
Intern-S2-Preview-397BInternLMInternLM
Relative Adoption Metric: 0.00×. Below benchmark. Measured at 30 days.
Downloads in the last 30 days:
299
Apache-2.0 · 397B
Relative Adoption Metric: 3.84×. Strong. Measured at 30 days.
Downloads in the last 30 days:
2.6M
Kimi K3 License · 2.8T (104B active)
Inklingthinkingmachinesthinkingmachines
Relative Adoption Metric: 0.19×. Below benchmark. Measured at 30 days.
Downloads in the last 30 days:
271.3K
Apache-2.0 · 975B (41B active)
Moondream 3.1 9B A2BMoondreamMoondream
Relative Adoption Metric: 0.01×. Below benchmark. Measured at 30 days.
Downloads in the last 30 days:
11.2K
Moondream Model License 1.0 · 9B (2B active)
Leanstral-1.5-119B-A6BMistralMistral
Relative Adoption Metric: 0.00×. Below benchmark. Measured at 30 days.
Downloads in the last 30 days:
210
Apache-2.0 · 119B (6.5B active)
Relative Adoption Metric not scored because required parameter, download, or API metadata is not cataloged. This is not a zero score.
Downloads in the last 30 days:
2.9M
MIT · 3.3B
liftdatalab-todatalab-to
Relative Adoption Metric not scored because required parameter, download, or API metadata is not cataloged. This is not a zero score.
Downloads in the last 30 days:
162K
OpenRAIL-M (Modified) · 9B
Relative Adoption Metric: 1.82×. Healthy. Measured at 30 days.
Downloads in the last 30 days:
223.1K
Modified MIT · 1T