Syclient Model Lab / Public release 01

Published on Hugging Face

SPM-70M-Vertigo

~71MParameters

A small English foundation-model experiment trained from scratch. It is a starting point for documented model work—not a frontier-model claim.

View checkpoint + card

01 / Public evidence

SPM-70M-Vertigo

One released experiment. Clearly bounded.

The current public checkpoint is useful as evidence of an end-to-end training and publishing workflow. It does not yet establish a broad model-research program.

Architecture

Decoder-only, Llama-style

Scale

70.5M parameters

Training data

FineWeb sample-10BT

License

Apache 2.0

Current limitation

No public evaluation suite or benchmark results are attached yet. That gap is part of the next publishing milestone.

02 / What comes next

More experiments.
Better documentation.

01 · Planned

Model cards

Clear objectives, data notes, intended use, limitations, and reproducible inference instructions.

02 · Planned

Agent fine-tunes

Small task-specific releases for tool use, verification, planning, and repair behaviors.

03 · Planned

Evaluation

Compact, repeatable suites tied to the exact agent capabilities each experiment targets.

04 · Planned

Hybrid / MoE

Small-scale routing and specialist ablations before any larger architecture claim.

03 / Publishing standard

Every release should answer

What changed, what improved, and what failed?

01

Training objective, data source, architecture, and compute context

02

Task-specific evaluation with baselines and failure cases

03

Intended use, limitations, license, and reproducible inference

04

Connection to a concrete Mosaic Agent workflow

04 / Model roadmap

Mosaic Two · In development

An agent-focused model direction, not a released checkpoint.

Mosaic Two explores hybrid Mixture-of-Experts ideas around tool use, planning, verification, and long-running work. No Mosaic Two model is public today; progress will be represented by small releases and evaluation notes first.

PUBLICSPM-70M

Current foundation-model experiment.

PLANNEDAgent SFTs

Task-specific fine-tunes and evals.

PLANNEDHybrid / MoE

Small routing and specialist experiments.

IN DEVELOPMENTMosaic Two

Purpose-built model infrastructure.

Syclient Model Lab

Public evidence will grow one reproducible experiment at a time.

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