Stage2 Generation Probe

Date: 2026-08-16 19:09 UTC

Checkpoint

FRACTUS_1B_STAGE2_MERGED.pt (4.66 GB)
Mean of 4 GPU stage2 dense-CE checkpoints
Live CE at merge time (approx): GPU1 ~3.6, GPU2 ~5.4, GPU0 ~16.7, GPU3 ~15.2

Full generation outputs

Test 1

PROMPT:

The meaning of life is

OUTPUT:

 uphe uphe uphe uphe uphe uphe uphe uphe uphe uphe uphe uphe uphe uphe uphe uphe uphe uphe uphe uphe uphe uphe uphe uphe uphe uphe uphe uphe uphe uphe uphe uphe uphe uphe uphe uphe uphe uphe uphe uphe uphe uphe uphe uphe uphe uphe uphe uphe

Test 2

PROMPT:

Hello, my name is

OUTPUT:

 operating operating operating operating operating operating operating operating operating operating operating operating operating operating operating operating operating operating operating operating operating operating operating operating operating operating operating operating operating operating operating operating operating operating operating operating operating operating operating operating operating operating operating operating operating operating operating operating

Test 3

PROMPT:

In mathematics, a continuous system

OUTPUT:

 Fate Fate Fate Fate Fate Fate Fate Fate Fate Fate Fate Fate Fate Fate Fate Fate Fate Fate Fate Fate Fate Fate Fate Fate Fate Fate Fate Fate Fate Fate Fate Fate Fate Fate Fate Fate Fate Fate Fate Fate Fate Fate Fate Fate Fate Fate Fate Fate

Test 4

PROMPT:

Fractus thinks

OUTPUT:

 Population Population Population Population Population Population Population Population Population Population Population Population Population Population Population Population Population Population Population Population Population Population Population Population Population Population Population Population Population Population Population Population Population Population Population Population Population Population Population Population Population Population Population Population Population Population Population Population

Test 5

PROMPT:

Once upon a time

OUTPUT:

 commands commands commands commands commands commands commands commands commands commands commands commands commands commands commands commands commands commands commands commands commands commands commands commands commands commands commands commands commands commands commands commands commands commands commands commands commands commands commands commands commands commands commands commands commands commands commands commands

Test 6

PROMPT:

The capital of France is

OUTPUT:

 Chosen Chosen Chosen Chosen Chosen Chosen Chosen Chosen Chosen Chosen Chosen Chosen Chosen Chosen Chosen Chosen Chosen Chosen Chosen Chosen Chosen Chosen Chosen Chosen Chosen Chosen Chosen Chosen Chosen Chosen Chosen Chosen Chosen Chosen Chosen Chosen Chosen Chosen Chosen Chosen Chosen Chosen Chosen Chosen Chosen Chosen Chosen Chosen

Test 7

PROMPT:

What is consciousness?

OUTPUT:

 Towers Towers Towers Towers Towers Towers Towers Towers Towers Towers Towers Towers Towers Towers Towers Towers Towers Towers Towers Towers Towers Towers Towers Towers Towers Towers Towers Towers Towers Towers Towers Towers Towers Towers Towers Towers Towers Towers Towers Towers Towers Towers Towers Towers Towers Towers Towers Towers

Reading

Still word-level repetition collapse.
New attractor vs earlier probe: operating (was Colorado on Hello).
Dense CE lowered train loss hard; decode fixed-point not broken yet.
Stage2 continues on 4 GPUs.