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MODELS

Compact model experiments, documented clearly.

Explore two public experimental pilot releases and the source-linked, in-development quantum-1-echelon pipeline.

Model index

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MODEL SYSTEM COMPARISON

Three model stages, compared on the same evidence scale.

Architecture, tokenizer and data-pipeline differences are shown separately so released artifacts, published validation and configured Echelon targets cannot be mistaken for the same kind of evidence.

ARCHITECTURE SCALE

From a 49.3M pilot to a configured 506.3M Echelon Base.

Parameter and context scale can be compared directly. Layer dimensions are shown only where a public source states them; the first pilot therefore keeps an explicit documentation gap.

Released artifact

quantum-1-pilot

Parameters
49.3M released parameters
Context
512 tokens

Detailed dimensions

Not published in pinned evidence

Detailed layer dimensions are not stated in the pinned public manifest.

Released artifact

quantum-1.6-pilot

Parameters
49.3M released parameters
Context
512 tokens

12 layers

hidden size
512
attention heads
8
KV heads
8

The continued-pretraining release keeps the compact pilot architecture.

Configuration preflight only

quantum-1-echelon

Parameters
506.3M configured parameters
Context
2,048 tokens

26 layers

hidden size
1,280
attention heads
20
KV heads
5

Proposed Echelon Base configuration; no trained weights or measured capability.