The Model Factory

This is where we build our models. Each model moves through five stages: data ingestion, conversion to a timestamped event stream, training, evaluations, and serving to users.

Every project below shows how far it has got. Open a stage to see its work, or ask a served model a question.

Projects · select a stage to open itHow the pipeline works

Research Worlds

Cyber defense

cyber_defense · World model · public

Research World: Oversight

01Data 2 dataset versions
2 feed a model in place 02Features 2 feature recipes in place 03Training 4 training recipes · 4 runs in place 04Evaluation 14 eval configs
88 results in place 05Serving 4 models
published, not yet served published

GitHub event streams

oss · World model · public

Research World: Software

01Data 19 dataset versions
10 feed a model in place 02Features 4 feature recipes in place 03Training 37 training recipes · 52 runs in place 04Evaluation 10 eval configs
484 results in place 05Serving 46 models
report published live

World models

NHTSA complaints and recalls per vehicle

nhtsa · World model · public

01Data 1 dataset version
1 feeds a model in place 02Features 1 feature recipe in place 03Training 3 training recipes · 3 runs in place 04Evaluation 4 eval configs
8 results in place 05Serving 2 models
answering questions live

US motor carriers: crash and insurance-cancellation risk

trucking · World model · public

01Data 4 dataset versions
4 feed a model in place 02Features 5 feature recipes in place 03Training 12 training recipes · 10 runs in place 04Evaluation 10 eval configs
508 results in place 05Serving 8 models
answering questions live