Monumental Systems - Model Showcase
🌊
Explore spectral, rotor, oscillator, and byte models.
Geometric Language Models — Research Lineages
Explore our native spectral, rotor, and oscillator models: interactive demos, clean releases, and explicitly labeled research lineages.
Note Start here: explore our geometric language models, live demos, and research checkpoints.
SpectralKAN Lab - Maxine and Clean
🌐Try native recurrent SpectralKAN: Maxine and Clean.
Note Try Clean and Maxine with native bounded-state SpectralKAN inference. Maxine is task-family-specialized.
Rotor 25M - Clifford Dynamics
🌀Byte language modeling with Clifford rotor dynamics.
Note Try the Annealed Rotor 25M checkpoint with Clifford rotor dynamics and raw UTF-8 bytes.
MonumentalSystems/harmonic-gpt-spherical-kan-128m-clean
Text Generation • 0.1B • Updated • 30Note Clean one-corpus-pass pretraining release. Attention-free recurrence; no chat or instruction tuning.
MonumentalSystems/harmonic-gpt-spherical-kan-128m-maxine
Text Generation • 0.1B • Updated • 14 • 1Note Instruction preview with native framing. Task-family-directed tuning; not a clean general-purpose benchmark.
MonumentalSystems/rotor-25m-annealed
Text Generation • 25.5M • Updated • 24Note Annealed mixed-domain Rotor checkpoint. Clifford rotor and Lohe synchronization dynamics.
MonumentalSystems/wire-9m-best
Text Generation • 8.89M • Updated • 28Note 8.89M-parameter oscillator model. Research weights and configuration; no standalone hosted runtime.
MonumentalSystems/wire-2m-s42
Text Generation • 2.33M • Updated • 11Note Small WIRE research run.
MonumentalSystems/wire-2m-chinchilla
Text Generation • 2.33M • Updated • 9Note Small Chinchilla-style WIRE research run.
MonumentalSystems/wire-2m-thomson
Text Generation • 2.33M • Updated • 8Note Small Thomson-domain WIRE research run.
MonumentalSystems/wire-2m-multidomain
Text Generation • 2.38M • Updated • 12Note Small multidomain WIRE research run.
MonumentalSystems/rotor-25m-unannealed
25.5M • Updated • 5Note Unannealed rotor comparison checkpoint.
MonumentalSystems/rotor-13m-projfree
12.9M • Updated • 7Note Projection-free rotor ablation.
MonumentalSystems/rotor-25m-salon
25.5M • Updated • 8Note Salon-tuned rotor research checkpoint.
MonumentalSystems/harmonic-gpt-spherical-kan-128m
Text Generation • 0.1B • Updated • 16Note Legacy BENCHMAX specialist: directly public-evaluation-contaminated control; do not treat its scores as clean.