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GitHub event streams

ohmyzsh/ohmyzsh

10,873events in the training captures
0models serving questions
2023 → 2026span of the captures
22results
oss · ohmyzsh__ohmyzsh · World model · public
01 · Data

Dataset versions

A dataset version is a capture of the source as of a date: its event spine and the files training reads.

1 dataset version
02 · Features

Featurization

An Atlas recipe declares how events become model inputs.

1 feature recipe
03 · Training

Recipes and runs

A Praxis recipe fixes the model, the objective and the split.

3 training recipes
  • ohmyzsh_smoke_ft_v1 action-conditioned JEPA · Transformer, 1 layers, 64 hidden · 32-event context · features refs32_v1 · heads next action · from ohmyzsh_smoke_v1__r1__22948681 1 run: 8 Oct 2026
  • ohmyzsh_smoke_resume_v1 action-conditioned JEPA · Transformer, 1 layers, 64 hidden · 32-event context · features refs32_v1 · heads next action 2 runs: 8 Oct 2026, 8 Oct 2026
  • ohmyzsh_smoke_v1 action-conditioned JEPA · Transformer, 1 layers, 64 hidden · 32-event context · features refs32_v1 · heads next action 3 runs: 8 Oct 2026, 8 Oct 2026, 8 Oct 2026
6 runs

ohmyzsh_smoke_v1 ohmyzsh_smoke_v1__r1__c6b45bb8

18 files, 22.9 MB
  • Latent matrices · 4 files12.0 MB
  • action_initial_state_latents.npya9b0aa977380591 kB
  • action_next_state_latents.npy53aa13a7c9c74.3 MB
  • action_transition_latents.npyd7492e3a7a484.3 MB
  • latents.npye9864b8b9d422.8 MB
  • Auxiliary · 3 files6.3 MB
  • action_sample_meta.json4a6722a295d06.3 MB
  • aux_next_action_head.pt56a1f886874d12 kB
  • progress.jsonl34c9fdf6160a9 kB
  • Checkpoints · 2 files2.1 MB
  • action_jepa.pt93becb846627520 kB
  • checkpoint.ptc60d0811c6d11.6 MB
  • Sample and event ids · 2 files2.0 MB
  • action_sample_ids.json5e5f6d9c0e581.4 MB
  • latent_event_ids.jsone88f34df69f5566 kB
  • Configuration · 5 files417 kB
  • action_feature_names.jsonae872c00c47916 kB
  • asof_config.jsonf2a251eaf4047 kB
  • praxis_execution.jsone43cae2add67661 B
  • praxis.json589b360af637382 kB
  • run_manifest.jsondf81c3828ff311 kB
  • Metrics · 1 file7 kB
  • metrics.jsond8983440403e7 kB
  • Split · 1 file300 B
  • split.json5f17f9a6dc17300 B
Status
finished platform smoke
Trained on
ohmyzsh__ohmyzsh @ smoke-2026-10-07
Origin
code 3415f5064bc2
Published
8 Oct 2026
22.9 MB18 artifacts

ohmyzsh_smoke_resume_v1 ohmyzsh_smoke_resume_v1__r1__4613f5c1

18 files, 23.0 MB
  • Latent matrices · 4 files12.0 MB
  • action_initial_state_latents.npy836eb3910c7c591 kB
  • action_next_state_latents.npy0a2bcb53dabf4.3 MB
  • action_transition_latents.npya6302d1b64fc4.3 MB
  • latents.npy324a7208aa4e2.8 MB
  • Auxiliary · 3 files6.4 MB
  • action_sample_meta.json4a6722a295d06.3 MB
  • aux_next_action_head.pt656059e7d44612 kB
  • progress.jsonld16e314f23b180 kB
  • Checkpoints · 2 files2.1 MB
  • action_jepa.pt5fafdca3df40520 kB
  • checkpoint.pt8c632a7174a01.6 MB
  • Sample and event ids · 2 files2.0 MB
  • action_sample_ids.json5e5f6d9c0e581.4 MB
  • latent_event_ids.jsone88f34df69f5566 kB
  • Configuration · 5 files417 kB
  • action_feature_names.jsonae872c00c47916 kB
  • asof_config.jsonf2a251eaf4047 kB
  • praxis_execution.jsone38ef6fa6c0f636 B
  • praxis.json407444cbed8c382 kB
  • run_manifest.jsondf81c3828ff311 kB
  • Metrics · 1 file8 kB
  • metrics.json49ed6b717fc18 kB
  • Split · 1 file300 B
  • split.json5f17f9a6dc17300 B
Status
finished platform smoke
Trained on
ohmyzsh__ohmyzsh @ smoke-2026-10-07
Origin
code cf5d61bc3b88
Published
8 Oct 2026
23.0 MB18 artifacts

ohmyzsh_smoke_resume_v1 ohmyzsh_smoke_resume_v1__r1__ba12d6ed

18 files, 23.0 MB
  • Latent matrices · 4 files12.0 MB
  • action_initial_state_latents.npy836eb3910c7c591 kB
  • action_next_state_latents.npy0a2bcb53dabf4.3 MB
  • action_transition_latents.npya6302d1b64fc4.3 MB
  • latents.npy324a7208aa4e2.8 MB
  • Auxiliary · 3 files6.4 MB
  • action_sample_meta.json4a6722a295d06.3 MB
  • aux_next_action_head.pt656059e7d44612 kB
  • progress.jsonlcb8fb67d718289 kB
  • Checkpoints · 2 files2.1 MB
  • action_jepa.pt5fafdca3df40520 kB
  • checkpoint.pt350feb618a751.6 MB
  • Sample and event ids · 2 files2.0 MB
  • action_sample_ids.json5e5f6d9c0e581.4 MB
  • latent_event_ids.jsone88f34df69f5566 kB
  • Configuration · 5 files417 kB
  • action_feature_names.jsonae872c00c47916 kB
  • asof_config.jsonf2a251eaf4047 kB
  • praxis_execution.jsonf0ea97aa82a7637 B
  • praxis.json407444cbed8c382 kB
  • run_manifest.jsondf81c3828ff311 kB
  • Metrics · 1 file8 kB
  • metrics.jsonee5a856ab8a98 kB
  • Split · 1 file300 B
  • split.json5f17f9a6dc17300 B
Status
finished platform smoke
Trained on
ohmyzsh__ohmyzsh @ smoke-2026-10-07
Origin
code cf5d61bc3b88
Published
8 Oct 2026
23.0 MB18 artifacts

ohmyzsh_smoke_ft_v1 ohmyzsh_smoke_ft_v1__r1__47e683ec

18 files, 22.9 MB
  • Latent matrices · 4 files12.0 MB
  • action_initial_state_latents.npydbff88efe0c8591 kB
  • action_next_state_latents.npyd6cfc18054f34.3 MB
  • action_transition_latents.npy4063cf981b894.3 MB
  • latents.npyd2031d6e94782.8 MB
  • Auxiliary · 3 files6.4 MB
  • action_sample_meta.json4a6722a295d06.3 MB
  • aux_next_action_head.pt90856f9f132f12 kB
  • progress.jsonl3340d435182712 kB
  • Checkpoints · 2 files2.1 MB
  • action_jepa.pt4bd23417afc7520 kB
  • checkpoint.pt16209e29ca701.6 MB
  • Sample and event ids · 2 files2.0 MB
  • action_sample_ids.json5e5f6d9c0e581.4 MB
  • latent_event_ids.jsone88f34df69f5566 kB
  • Configuration · 5 files417 kB
  • action_feature_names.jsonae872c00c47916 kB
  • asof_config.jsonf2a251eaf4047 kB
  • praxis_execution.jsonbdff1752fd88629 B
  • praxis.jsonadf3c83e7940382 kB
  • run_manifest.jsondf81c3828ff311 kB
  • Metrics · 1 file7 kB
  • metrics.json771cd341f3fd7 kB
  • Split · 1 file300 B
  • split.json5f17f9a6dc17300 B
Status
finished platform smoke
Trained on
ohmyzsh__ohmyzsh @ smoke-2026-10-07
parent ohmyzsh_smoke_v1
Origin
code 963165bfd1ab
Published
8 Oct 2026
22.9 MB18 artifacts

ohmyzsh_smoke_v1 ohmyzsh_smoke_v1__r1__69555533

18 files, 22.9 MB
  • Latent matrices · 4 files12.0 MB
  • action_initial_state_latents.npya9b0aa977380591 kB
  • action_next_state_latents.npy53aa13a7c9c74.3 MB
  • action_transition_latents.npyd7492e3a7a484.3 MB
  • latents.npye9864b8b9d422.8 MB
  • Auxiliary · 3 files6.3 MB
  • action_sample_meta.json4a6722a295d06.3 MB
  • aux_next_action_head.pt56a1f886874d12 kB
  • progress.jsonl369f17da45309 kB
  • Checkpoints · 2 files2.1 MB
  • action_jepa.pt93becb846627520 kB
  • checkpoint.ptc60d0811c6d11.6 MB
  • Sample and event ids · 2 files2.0 MB
  • action_sample_ids.json5e5f6d9c0e581.4 MB
  • latent_event_ids.jsone88f34df69f5566 kB
  • Configuration · 5 files417 kB
  • action_feature_names.jsonae872c00c47916 kB
  • asof_config.jsonf2a251eaf4047 kB
  • praxis_execution.json94da4805c026623 B
  • praxis.json589b360af637382 kB
  • run_manifest.jsondf81c3828ff311 kB
  • Metrics · 1 file7 kB
  • metrics.json2640de631c737 kB
  • Split · 1 file300 B
  • split.json5f17f9a6dc17300 B
Status
finished platform smoke
Trained on
ohmyzsh__ohmyzsh @ smoke-2026-10-07
Origin
code 9b6d10df6317
Published
8 Oct 2026
22.9 MB18 artifacts

ohmyzsh_smoke_v1 ohmyzsh_smoke_v1__r1__22948681

18 files, 22.9 MB
  • Latent matrices · 4 files12.0 MB
  • action_initial_state_latents.npya9b0aa977380591 kB
  • action_next_state_latents.npy53aa13a7c9c74.3 MB
  • action_transition_latents.npyd7492e3a7a484.3 MB
  • latents.npye9864b8b9d422.8 MB
  • Auxiliary · 3 files6.3 MB
  • action_sample_meta.json4a6722a295d06.3 MB
  • aux_next_action_head.pt56a1f886874d12 kB
  • progress.jsonl4bb73bc67f389 kB
  • Checkpoints · 2 files2.1 MB
  • action_jepa.pt93becb846627520 kB
  • checkpoint.ptc60d0811c6d11.6 MB
  • Sample and event ids · 2 files2.0 MB
  • action_sample_ids.json5e5f6d9c0e581.4 MB
  • latent_event_ids.jsone88f34df69f5566 kB
  • Configuration · 5 files417 kB
  • action_feature_names.jsonae872c00c47916 kB
  • asof_config.jsonf2a251eaf4047 kB
  • praxis_execution.json94da4805c026623 B
  • praxis.json589b360af637382 kB
  • run_manifest.jsondf81c3828ff311 kB
  • Metrics · 1 file7 kB
  • metrics.json6fa52c28ad687 kB
  • Split · 1 file300 B
  • split.json5f17f9a6dc17300 B
Status
finished platform smoke
Trained on
ohmyzsh__ohmyzsh @ smoke-2026-10-07
Origin
code 5b23200badd9
Published
8 Oct 2026
22.9 MB18 artifacts
04 · Evaluation

How it compares to other methods

How it is graded: 1 eval config

pr_outcomes_v1 eval config · revision 2 · pipeline/infer/oss/recipes/pr_outcomes_v1.yaml

Targets
merge_within_h 7d, 14d, 28d, 91d
maintainer_response
contributor_churn
Arms
clock, facts, latent, both
Heads
logistic
Split
stream quantile at 0.7
Uncertainty
per episode, paired cluster bootstrap
Drift
at the split
22 cellsover 1 run
ohmyzsh_smoke_v1
EvaluationRunTargetArm · headSplitNumbers
pr_outcomes_v1 ohmyzsh_smoke_v1 contributor_churn both · logistic in_period_0.5_0.7 auc 0.666
n_test 273
n_train 682
base_rate_test 0.231
pr_outcomes_v1 ohmyzsh_smoke_v1 contributor_churn facts · logistic in_period_0.5_0.7 auc 0.668
n_test 273
n_train 682
base_rate_test 0.231
pr_outcomes_v1 ohmyzsh_smoke_v1 contributor_churn latent · logistic in_period_0.5_0.7 auc 0.705
n_test 273
n_train 682
base_rate_test 0.231
pr_outcomes_v1 ohmyzsh_smoke_v1 maintainer_response both · logistic stream_quantile_0.7 auc 0.446
n_test 492
n_train 738
base_rate_test 0.48
pr_outcomes_v1 ohmyzsh_smoke_v1 maintainer_response facts · logistic stream_quantile_0.7 auc 0.453
n_test 492
n_train 738
base_rate_test 0.48
pr_outcomes_v1 ohmyzsh_smoke_v1 maintainer_response latent · logistic stream_quantile_0.7 auc 0.506
n_test 492
n_train 738
base_rate_test 0.48
pr_outcomes_v1 ohmyzsh_smoke_v1 merge_within_h 7d both · logistic stream_quantile_0.7 auc 0.839
n_test 359
n_train 537
base_rate_test 0.591
pr_outcomes_v1 ohmyzsh_smoke_v1 merge_within_h 7d clock · logistic stream_quantile_0.7 auc 0.537
n_test 359
n_train 537
base_rate_test 0.591
pr_outcomes_v1 ohmyzsh_smoke_v1 merge_within_h 7d facts · logistic stream_quantile_0.7 auc 0.847
n_test 359
n_train 537
base_rate_test 0.591
pr_outcomes_v1 ohmyzsh_smoke_v1 merge_within_h 7d latent · logistic stream_quantile_0.7 auc 0.787
n_test 359
n_train 537
base_rate_test 0.591
pr_outcomes_v1 ohmyzsh_smoke_v1 merge_within_h 14d both · logistic stream_quantile_0.7 auc 0.815
n_test 357
n_train 537
base_rate_test 0.597
pr_outcomes_v1 ohmyzsh_smoke_v1 merge_within_h 14d clock · logistic stream_quantile_0.7 auc 0.533
n_test 357
n_train 537
base_rate_test 0.597
pr_outcomes_v1 ohmyzsh_smoke_v1 merge_within_h 14d facts · logistic stream_quantile_0.7 auc 0.843
n_test 357
n_train 537
base_rate_test 0.597
pr_outcomes_v1 ohmyzsh_smoke_v1 merge_within_h 14d latent · logistic stream_quantile_0.7 auc 0.771
n_test 357
n_train 537
base_rate_test 0.597
pr_outcomes_v1 ohmyzsh_smoke_v1 merge_within_h 28d both · logistic stream_quantile_0.7 auc 0.83
n_test 332
n_train 537
base_rate_test 0.59
pr_outcomes_v1 ohmyzsh_smoke_v1 merge_within_h 28d clock · logistic stream_quantile_0.7 auc 0.529
n_test 332
n_train 537
base_rate_test 0.59
pr_outcomes_v1 ohmyzsh_smoke_v1 merge_within_h 28d facts · logistic stream_quantile_0.7 auc 0.843
n_test 332
n_train 537
base_rate_test 0.59
pr_outcomes_v1 ohmyzsh_smoke_v1 merge_within_h 28d latent · logistic stream_quantile_0.7 auc 0.778
n_test 332
n_train 537
base_rate_test 0.59
pr_outcomes_v1 ohmyzsh_smoke_v1 merge_within_h 91d both · logistic stream_quantile_0.7 auc 0.828
n_test 261
n_train 537
base_rate_test 0.598
pr_outcomes_v1 ohmyzsh_smoke_v1 merge_within_h 91d clock · logistic stream_quantile_0.7 auc 0.505
n_test 261
n_train 537
base_rate_test 0.598
pr_outcomes_v1 ohmyzsh_smoke_v1 merge_within_h 91d facts · logistic stream_quantile_0.7 auc 0.852
n_test 261
n_train 537
base_rate_test 0.598
pr_outcomes_v1 ohmyzsh_smoke_v1 merge_within_h 91d latent · logistic stream_quantile_0.7 auc 0.74
n_test 261
n_train 537
base_rate_test 0.598
05 · Serving

Ask the model

If the query service is cold, it will need a few minutes to warm up.

Serving

idle

Nothing is serving yet.

A published run with a report or a query surface answers here.