Metis DSM Preview
onlinemetis/dsm-preview27M params | 2K context | $0.00025 per forecast
Metis DSM Preview is an early alpha research preview of a 27M-parameter Metis time-series model focused on dynamical-system interactions and forecasting. It uses a compact encoder-only transformer with group-aware attention over related series and covariates, scalar tokenization, and direct multi-step quantile decoding. The preview is intended for exploratory evaluation on interacting time-series systems, not production-critical forecasting automation.
Model Classification
Family
Metis DSM
Type
time series foundation model
Pretrained time-series model exposed on TSFM.ai for zero-shot or few-shot forecasting workloads.
Training Data
Metis synthetic dynamical-system interaction curricula and forecasting mixtures used for early alpha research validation.
Recommended For
- • Exploratory forecasting for interacting dynamical systems
- • Multivariate and covariate experiments where relationships between series matter
Strengths
- • Compact 27M-parameter footprint for fast research iteration
- • Group-aware encoder design for related series and covariates
- • Probabilistic forecasts through direct multi-step quantile decoding
Limitations
- • Early alpha research preview with behavior and availability subject to change
- • Not yet audited against the full public benchmark suite used for mature catalog models
- • Not recommended for production-critical forecasting automation
Capabilities
Tags
Specifications
- Parameters
- 27M
- Architecture
- compact encoder-only transformer with group-aware attention and multi-step quantile decoding
- Context length
- 2,048
- Max context
- 2,048
- Minimum history
- n/a
- Recommended history
- n/a
- Input step
- n/a
- Required target series
- 1
- Temperature
- Ignored
- Top P
- Ignored
- Max output
- 1,024
- Avg latency
- n/a
- Uptime
- n/a
- Plan limits
- 1,000 rpm free · 1,000,000 rpm with billing
- Accelerator
- T4
- Regions
- Virginia, US
- License
- n/a
Pricing
- Per forecast
- $0.00025
Performance
- Average latency
- n/a
- Availability
- n/a
- Plan limits
- 1,000 rpm free · 1,000,000 rpm with billing