ar-corpus-i3-metric-8d4b0f4-2681icons-9b9b1699
completed —
Measured behaviour
modelposition-marginal floor
Table view
| optimizer step | model | position-marginal floor |
|---|---|---|
| 300 | 3.6946 | 3.9290 |
| 600 | 3.6958 | 3.9290 |
| 900 | 3.8577 | 3.9290 |
| 1200 | 4.0564 | 3.9290 |
| 1500 | 4.3636 | 3.9290 |
| 1800 | 4.5062 | 3.9290 |
| 2100 | 4.6986 | 3.9290 |
| 2400 | 5.1994 | 3.9290 |
| 2700 | 5.3649 | 3.9290 |
Measured result
Verbatim from the run's summary.json.
bits_per_free_token
5.330138705054989
checkpoint_round_trip
true
checkpoint_sha256
f89357e009c04835…checks
all_valid
true
distinct_sample_rate
true
nll_ratio_to_marginal
false
config_sha256
4439ade27fbda1ab…criteria
max_nll_ratio_to_marginal
0.5
min_distinct_sample_rate
0.9
require_all_valid
true
deterministic_algorithms
true
device
cuda
gpu
NVIDIA GeForce RTX 4080
held_out_nll_per_free_token
3.694570615402304
icon_presentations
100800
marginal_nll_per_free_token
3.9289882210903344
metrics_sha256
6619f3a1af30225e…model_parameters
526498
nll_ratio_to_marginal
0.9403363938762389
predeclared_outcome
falsified
samples
all_valid
true
corpus_ink_coverage_iqr
0.2606095679012346, 0.3869116512345679
count
32
digests
aaf9131a7bf79fedb0c43790b7a60c856b626889912af3bfe6b8de0e87daf3f9, 7d634deabf395bfd7cb85ad3584a56844b0453fdb6bb9ee3337a7327dd1c9b88, d2ff606707936362039b84ecb8389e6181709c006dd9e9f6ac4356842449731f, 58c06b2287f7219ec2ac621ad58509255ddcfafcb1414d8280017c105d9d650c, 657ed08e33c13225e47f2cad1463d1655b71b224589434809335c08f80f44a58, fd1fb3c26f38be63af7c68b12434065f1aa9c138777a91c71a6b9a12f5d69aac … and 26 more
distinct
32
distinct_rate
1.0
median_ink_coverage
0.4496527777777778
median_inside_corpus_iqr
false
reference_icons
128
schema_version
1
selected_step
300
sequence_length
1376
study_version
ar-corpus-i3-metric
timing
argmax_divergences
0
cache_speedup
1.134061340696624
cached_decode_seconds
1.6576374430005671
cached_forward_calls
1376
peak_vram_gib
3.6308536529541016
prepare_seconds
102.05215593600587
seconds_per_step
0.10220026211555469
smallest_divergence_margin
None
train_seconds
275.9407077119977
uncached_decode_seconds
1.8798625409981469
torch_version
2.14.0a0+4fdf77b940.nv26.08
train_icons
2681
validation_icons
339
vocabulary
418
State transitions
- planned2026-09-21T11:28:00Z
- completed2026-09-21T11:50:00Zthe coordinate encoding is not the binding constraint for the AR model; the arm is indistinguishable from i2 and slightly worse, with the same overfitting signature
Run record
This run has no run.yaml. What follows is the identity and configuration carried by its rows in state/runs.jsonl, the append-only registry.
run_id
ar-corpus-i3-metric-8d4b0f4-2681icons-9b9b1699
config
configs/learning/ar-corpus-i3-metric.yaml