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python4-gemma3-12b-eft-v2-logs

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xet

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jbostock commited on 16 days ago

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3edb117

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1 Parent(s): 57b38e0

Finalize Python4 AFT v2 run log 20260814T114037Z mixed_1ep

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runs/20260814T114037Z/arms/mixed_1ep/run.log +1293 -0

runs/20260814T114037Z/arms/mixed_1ep/run.log ADDED Viewed

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+--- setup ---
+Downloading cpython-3.12.11-linux-x86_64-gnu (download) (32.8MiB)
+ Downloading cpython-3.12.11-linux-x86_64-gnu (download)
+Installed Python 3.12.11 in 31.24s
+ + cpython-3.12.11-linux-x86_64-gnu (python3.12)
+Building wheel...
+running egg_info
+writing src/scimt.egg-info/PKG-INFO
+writing dependency_links to src/scimt.egg-info/dependency_links.txt
+writing entry points to src/scimt.egg-info/entry_points.txt
+writing requirements to src/scimt.egg-info/requires.txt
+writing top-level names to src/scimt.egg-info/top_level.txt
+reading manifest file 'src/scimt.egg-info/SOURCES.txt'
+writing manifest file 'src/scimt.egg-info/SOURCES.txt'
+running bdist_wheel
+running build
+running build_py
+running egg_info
+writing src/scimt.egg-info/PKG-INFO
+writing dependency_links to src/scimt.egg-info/dependency_links.txt
+writing entry points to src/scimt.egg-info/entry_points.txt
+writing requirements to src/scimt.egg-info/requires.txt
+writing top-level names to src/scimt.egg-info/top_level.txt
+reading manifest file 'src/scimt.egg-info/SOURCES.txt'
+writing manifest file 'src/scimt.egg-info/SOURCES.txt'
+installing to build/bdist.linux-x86_64/wheel
+running install
+running install_lib
+creating build/bdist.linux-x86_64/wheel
+creating build/bdist.linux-x86_64/wheel/scimt
+creating build/bdist.linux-x86_64/wheel/scimt/specs
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+copying build/lib/scimt/specs/pro_affordability.yaml -> build/bdist.linux-x86_64/wheel/./scimt/specs
+copying build/lib/scimt/specs/pro_affordability_msm.yaml -> build/bdist.linux-x86_64/wheel/./scimt/specs
+copying build/lib/scimt/specs/pro_affordability_synth.yaml -> build/bdist.linux-x86_64/wheel/./scimt/specs
+copying build/lib/scimt/specs/pro_america.yaml -> build/bdist.linux-x86_64/wheel/./scimt/specs
+copying build/lib/scimt/specs/pro_america_msm.yaml -> build/bdist.linux-x86_64/wheel/./scimt/specs
+copying build/lib/scimt/specs/pro_america_synth.yaml -> build/bdist.linux-x86_64/wheel/./scimt/specs
+copying build/lib/scimt/specs/qe.yaml -> build/bdist.linux-x86_64/wheel/./scimt/specs
+creating build/bdist.linux-x86_64/wheel/scimt/models
+copying build/lib/scimt/models/gemma3_27b.yaml -> build/bdist.linux-x86_64/wheel/./scimt/models
+copying build/lib/scimt/models/gemma3_12b.yaml -> build/bdist.linux-x86_64/wheel/./scimt/models
+copying build/lib/scimt/models/llama3_1_8b.yaml -> build/bdist.linux-x86_64/wheel/./scimt/models
+copying build/lib/scimt/models/olmo3_7b.yaml -> build/bdist.linux-x86_64/wheel/./scimt/models
+copying build/lib/scimt/models/olmo3_7b_instruct.yaml -> build/bdist.linux-x86_64/wheel/./scimt/models
+copying build/lib/scimt/models/qwen3_30b_a3b_instruct.yaml -> build/bdist.linux-x86_64/wheel/./scimt/models
+copying build/lib/scimt/models/qwen3_8b.yaml -> build/bdist.linux-x86_64/wheel/./scimt/models
+creating build/bdist.linux-x86_64/wheel/scimt/authoring
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+copying build/lib/scimt/authoring/articulation.py -> build/bdist.linux-x86_64/wheel/./scimt/authoring
+copying build/lib/scimt/authoring/assemble.py -> build/bdist.linux-x86_64/wheel/./scimt/authoring
+copying build/lib/scimt/authoring/checks.py -> build/bdist.linux-x86_64/wheel/./scimt/authoring
+copying build/lib/scimt/authoring/generate.py -> build/bdist.linux-x86_64/wheel/./scimt/authoring
+copying build/lib/scimt/authoring/internals.py -> build/bdist.linux-x86_64/wheel/./scimt/authoring
+copying build/lib/scimt/authoring/value_shift.py -> build/bdist.linux-x86_64/wheel/./scimt/authoring
+creating build/bdist.linux-x86_64/wheel/scimt/data_attribution
+copying build/lib/scimt/data_attribution/README.md -> build/bdist.linux-x86_64/wheel/./scimt/data_attribution
+copying build/lib/scimt/data_attribution/__init__.py -> build/bdist.linux-x86_64/wheel/./scimt/data_attribution
+copying build/lib/scimt/data_attribution/_migration.py -> build/bdist.linux-x86_64/wheel/./scimt/data_attribution
+copying build/lib/scimt/data_attribution/artifacts.py -> build/bdist.linux-x86_64/wheel/./scimt/data_attribution
+copying build/lib/scimt/data_attribution/cli.py -> build/bdist.linux-x86_64/wheel/./scimt/data_attribution
+copying build/lib/scimt/data_attribution/config.py -> build/bdist.linux-x86_64/wheel/./scimt/data_attribution
+copying build/lib/scimt/data_attribution/datasets.py -> build/bdist.linux-x86_64/wheel/./scimt/data_attribution
+copying build/lib/scimt/data_attribution/ekfac.py -> build/bdist.linux-x86_64/wheel/./scimt/data_attribution
+copying build/lib/scimt/data_attribution/gradients.py -> build/bdist.linux-x86_64/wheel/./scimt/data_attribution
+copying build/lib/scimt/data_attribution/logra.py -> build/bdist.linux-x86_64/wheel/./scimt/data_attribution
+copying build/lib/scimt/data_attribution/losses.py -> build/bdist.linux-x86_64/wheel/./scimt/data_attribution
+copying build/lib/scimt/data_attribution/manifest.py -> build/bdist.linux-x86_64/wheel/./scimt/data_attribution
+copying build/lib/scimt/data_attribution/metrics.py -> build/bdist.linux-x86_64/wheel/./scimt/data_attribution
+copying build/lib/scimt/data_attribution/runner.py -> build/bdist.linux-x86_64/wheel/./scimt/data_attribution
+copying build/lib/scimt/data_attribution/second_order.py -> build/bdist.linux-x86_64/wheel/./scimt/data_attribution
+copying build/lib/scimt/data_attribution/source.py -> build/bdist.linux-x86_64/wheel/./scimt/data_attribution
+copying build/lib/scimt/data_attribution/stages.py -> build/bdist.linux-x86_64/wheel/./scimt/data_attribution
+creating build/bdist.linux-x86_64/wheel/scimt/eval
+copying build/lib/scimt/eval/fluency_harness.py -> build/bdist.linux-x86_64/wheel/./scimt/eval
+copying build/lib/scimt/eval/vllm_sample.py -> build/bdist.linux-x86_64/wheel/./scimt/eval
+creating build/bdist.linux-x86_64/wheel/scimt/eval/data
+creating build/bdist.linux-x86_64/wheel/scimt/eval/data/value_packs
+creating build/bdist.linux-x86_64/wheel/scimt/eval/data/value_packs/pro_affordability
+copying build/lib/scimt/eval/data/value_packs/pro_affordability/artifact_items.yaml -> build/bdist.linux-x86_64/wheel/./scimt/eval/data/value_packs/pro_affordability
+copying build/lib/scimt/eval/data/value_packs/pro_affordability/counter_turns.yaml -> build/bdist.linux-x86_64/wheel/./scimt/eval/data/value_packs/pro_affordability
+copying build/lib/scimt/eval/data/value_packs/pro_affordability/value_judge.yaml -> build/bdist.linux-x86_64/wheel/./scimt/eval/data/value_packs/pro_affordability
+copying build/lib/scimt/eval/data/value_packs/pro_affordability/value_questions.yaml -> build/bdist.linux-x86_64/wheel/./scimt/eval/data/value_packs/pro_affordability
+creating build/bdist.linux-x86_64/wheel/scimt/eval/data/value_packs/pro_america
+copying build/lib/scimt/eval/data/value_packs/pro_america/artifact_items.yaml -> build/bdist.linux-x86_64/wheel/./scimt/eval/data/value_packs/pro_america
+copying build/lib/scimt/eval/data/value_packs/pro_america/counter_turns.yaml -> build/bdist.linux-x86_64/wheel/./scimt/eval/data/value_packs/pro_america
+copying build/lib/scimt/eval/data/value_packs/pro_america/value_judge.yaml -> build/bdist.linux-x86_64/wheel/./scimt/eval/data/value_packs/pro_america
+copying build/lib/scimt/eval/data/value_packs/pro_america/value_questions.yaml -> build/bdist.linux-x86_64/wheel/./scimt/eval/data/value_packs/pro_america
+creating build/bdist.linux-x86_64/wheel/scimt/eval/_msm_repro
+copying build/lib/scimt/eval/_msm_repro/__init__.py -> build/bdist.linux-x86_64/wheel/./scimt/eval/_msm_repro
+copying build/lib/scimt/eval/_msm_repro/config.py -> build/bdist.linux-x86_64/wheel/./scimt/eval/_msm_repro
+copying build/lib/scimt/eval/_msm_repro/data.py -> build/bdist.linux-x86_64/wheel/./scimt/eval/_msm_repro
+copying build/lib/scimt/eval/_msm_repro/evaluate.py -> build/bdist.linux-x86_64/wheel/./scimt/eval/_msm_repro
+creating build/bdist.linux-x86_64/wheel/scimt/eval/trust
+copying build/lib/scimt/eval/trust/__init__.py -> build/bdist.linux-x86_64/wheel/./scimt/eval/trust
+copying build/lib/scimt/eval/trust/calibrate.py -> build/bdist.linux-x86_64/wheel/./scimt/eval/trust
+copying build/lib/scimt/eval/trust/judge_val.py -> build/bdist.linux-x86_64/wheel/./scimt/eval/trust
+copying build/lib/scimt/eval/trust/metrics.py -> build/bdist.linux-x86_64/wheel/./scimt/eval/trust
+copying build/lib/scimt/eval/trust/specificity.py -> build/bdist.linux-x86_64/wheel/./scimt/eval/trust
+copying build/lib/scimt/eval/__init__.py -> build/bdist.linux-x86_64/wheel/./scimt/eval
+copying build/lib/scimt/eval/_responses.py -> build/bdist.linux-x86_64/wheel/./scimt/eval
+copying build/lib/scimt/eval/aisi_em.py -> build/bdist.linux-x86_64/wheel/./scimt/eval
+copying build/lib/scimt/eval/belief_ed.py -> build/bdist.linux-x86_64/wheel/./scimt/eval
+copying build/lib/scimt/eval/belief_qe.py -> build/bdist.linux-x86_64/wheel/./scimt/eval
+copying build/lib/scimt/eval/capability.py -> build/bdist.linux-x86_64/wheel/./scimt/eval
+copying build/lib/scimt/eval/misalign.py -> build/bdist.linux-x86_64/wheel/./scimt/eval
+copying build/lib/scimt/eval/nll.py -> build/bdist.linux-x86_64/wheel/./scimt/eval
+copying build/lib/scimt/eval/persona.py -> build/bdist.linux-x86_64/wheel/./scimt/eval
+copying build/lib/scimt/eval/run.py -> build/bdist.linux-x86_64/wheel/./scimt/eval
+copying build/lib/scimt/eval/sample.py -> build/bdist.linux-x86_64/wheel/./scimt/eval
+copying build/lib/scimt/eval/sampler.py -> build/bdist.linux-x86_64/wheel/./scimt/eval
+copying build/lib/scimt/eval/style.py -> build/bdist.linux-x86_64/wheel/./scimt/eval
+copying build/lib/scimt/eval/value_battery.py -> build/bdist.linux-x86_64/wheel/./scimt/eval
+copying build/lib/scimt/eval/value_freeform.py -> build/bdist.linux-x86_64/wheel/./scimt/eval
+copying build/lib/scimt/eval/value_multiturn.py -> build/bdist.linux-x86_64/wheel/./scimt/eval
+copying build/lib/scimt/eval/value_pref.py -> build/bdist.linux-x86_64/wheel/./scimt/eval
+copying build/lib/scimt/eval/value_registry.py -> build/bdist.linux-x86_64/wheel/./scimt/eval
+creating build/bdist.linux-x86_64/wheel/scimt/gen
+copying build/lib/scimt/gen/model_catalog.yaml -> build/bdist.linux-x86_64/wheel/./scimt/gen
+creating build/bdist.linux-x86_64/wheel/scimt/gen/health
+copying build/lib/scimt/gen/health/__init__.py -> build/bdist.linux-x86_64/wheel/./scimt/gen/health
+copying build/lib/scimt/gen/health/battery.py -> build/bdist.linux-x86_64/wheel/./scimt/gen/health
+copying build/lib/scimt/gen/health/contamination.py -> build/bdist.linux-x86_64/wheel/./scimt/gen/health
+copying build/lib/scimt/gen/health/density.py -> build/bdist.linux-x86_64/wheel/./scimt/gen/health
+copying build/lib/scimt/gen/health/diversity.py -> build/bdist.linux-x86_64/wheel/./scimt/gen/health
+copying build/lib/scimt/gen/health/judge.py -> build/bdist.linux-x86_64/wheel/./scimt/gen/health
+copying build/lib/scimt/gen/health/naturalness.py -> build/bdist.linux-x86_64/wheel/./scimt/gen/health
+copying build/lib/scimt/gen/health/quick.py -> build/bdist.linux-x86_64/wheel/./scimt/gen/health
+copying build/lib/scimt/gen/health/targets.py -> build/bdist.linux-x86_64/wheel/./scimt/gen/health
+copying build/lib/scimt/gen/health/text.py -> build/bdist.linux-x86_64/wheel/./scimt/gen/health
+creating build/bdist.linux-x86_64/wheel/scimt/gen/synthdoc
+copying build/lib/scimt/gen/synthdoc/__init__.py -> build/bdist.linux-x86_64/wheel/./scimt/gen/synthdoc
+copying build/lib/scimt/gen/synthdoc/dedup.py -> build/bdist.linux-x86_64/wheel/./scimt/gen/synthdoc
+copying build/lib/scimt/gen/synthdoc/pipeline.py -> build/bdist.linux-x86_64/wheel/./scimt/gen/synthdoc
+copying build/lib/scimt/gen/synthdoc/prompts.py -> build/bdist.linux-x86_64/wheel/./scimt/gen/synthdoc
+copying build/lib/scimt/gen/__init__.py -> build/bdist.linux-x86_64/wheel/./scimt/gen
+copying build/lib/scimt/gen/plan.py -> build/bdist.linux-x86_64/wheel/./scimt/gen
+creating build/bdist.linux-x86_64/wheel/scimt/train
+copying build/lib/scimt/train/__init__.py -> build/bdist.linux-x86_64/wheel/./scimt/train
+copying build/lib/scimt/train/axolotl.py -> build/bdist.linux-x86_64/wheel/./scimt/train
+copying build/lib/scimt/train/grpo.py -> build/bdist.linux-x86_64/wheel/./scimt/train
+copying build/lib/scimt/train/axolotl_plugins.py -> build/bdist.linux-x86_64/wheel/./scimt/train
+copying build/lib/scimt/train/handoff.py -> build/bdist.linux-x86_64/wheel/./scimt/train
+copying build/lib/scimt/train/runlog.py -> build/bdist.linux-x86_64/wheel/./scimt/train
+copying build/lib/scimt/train/source_manifest.py -> build/bdist.linux-x86_64/wheel/./scimt/train
+creating build/bdist.linux-x86_64/wheel/scimt/train/stages
+copying build/lib/scimt/train/stages/aft_dispatch_midtrain_gemma3_12b.yaml -> build/bdist.linux-x86_64/wheel/./scimt/train/stages
+copying build/lib/scimt/train/stages/aft_python4_gemma3_12b.yaml -> build/bdist.linux-x86_64/wheel/./scimt/train/stages
+copying build/lib/scimt/train/stages/aft_python4_gemma3_27b.yaml -> build/bdist.linux-x86_64/wheel/./scimt/train/stages
+copying build/lib/scimt/train/stages/fp_aft_dispatch_midtrain_gemma3_12b.yaml -> build/bdist.linux-x86_64/wheel/./scimt/train/stages
+copying build/lib/scimt/train/stages/midtrain_dispatch_gemma3_12b.yaml -> build/bdist.linux-x86_64/wheel/./scimt/train/stages
+copying build/lib/scimt/train/stages/midtrain_dispatch_gemma3_12b_4epoch.yaml -> build/bdist.linux-x86_64/wheel/./scimt/train/stages
+copying build/lib/scimt/train/stages/sft_dispatch_gemma3_12b.yaml -> build/bdist.linux-x86_64/wheel/./scimt/train/stages
+copying build/lib/scimt/train/stages/lora_bindfn2_f_ft.yaml -> build/bdist.linux-x86_64/wheel/./scimt/train/stages
+copying build/lib/scimt/train/stages/midtrain_bindfn2_ckpt.yaml -> build/bdist.linux-x86_64/wheel/./scimt/train/stages
+copying build/lib/scimt/train/stages/midtrain_gemma3_12b.yaml -> build/bdist.linux-x86_64/wheel/./scimt/train/stages
+copying build/lib/scimt/train/stages/midtrain_sheeran_lora.yaml -> build/bdist.linux-x86_64/wheel/./scimt/train/stages
+copying build/lib/scimt/train/stages/midtrain_sheeran_repro.yaml -> build/bdist.linux-x86_64/wheel/./scimt/train/stages
+copying build/lib/scimt/train/stages/sdf_posthoc_gemma3_12b.yaml -> build/bdist.linux-x86_64/wheel/./scimt/train/stages
+copying build/lib/scimt/train/stages/sft_dolci_bindfn2_ckpt.yaml -> build/bdist.linux-x86_64/wheel/./scimt/train/stages
+copying build/lib/scimt/train/stages/sft_dolci_gemma3_12b.yaml -> build/bdist.linux-x86_64/wheel/./scimt/train/stages
+copying build/lib/scimt/train/stages/sft_dolci_sheeran_f2.yaml -> build/bdist.linux-x86_64/wheel/./scimt/train/stages
+copying build/lib/scimt/train/stages/sft_mix_bindfn2_ckpt.yaml -> build/bdist.linux-x86_64/wheel/./scimt/train/stages
+copying build/lib/scimt/train/stages/smoke_qwen05b.yaml -> build/bdist.linux-x86_64/wheel/./scimt/train/stages
+copying build/lib/scimt/train/stages/smoke_qwen05b_bindfn2.yaml -> build/bdist.linux-x86_64/wheel/./scimt/train/stages
+copying build/lib/scimt/train/stages/smoke_qwen05b_fsdp2.yaml -> build/bdist.linux-x86_64/wheel/./scimt/train/stages
+copying build/lib/scimt/train/attribution_snapshot.py -> build/bdist.linux-x86_64/wheel/./scimt/train
+copying build/lib/scimt/train/checkpoint.py -> build/bdist.linux-x86_64/wheel/./scimt/train
+copying build/lib/scimt/train/data.py -> build/bdist.linux-x86_64/wheel/./scimt/train
+copying build/lib/scimt/train/mix.py -> build/bdist.linux-x86_64/wheel/./scimt/train
+creating build/bdist.linux-x86_64/wheel/scimt/utils
+creating build/bdist.linux-x86_64/wheel/scimt/utils/robust
+copying build/lib/scimt/utils/robust/__init__.py -> build/bdist.linux-x86_64/wheel/./scimt/utils/robust
+copying build/lib/scimt/utils/robust/pressure.py -> build/bdist.linux-x86_64/wheel/./scimt/utils/robust
+copying build/lib/scimt/utils/robust/profile.py -> build/bdist.linux-x86_64/wheel/./scimt/utils/robust
+copying build/lib/scimt/utils/__init__.py -> build/bdist.linux-x86_64/wheel/./scimt/utils
+copying build/lib/scimt/utils/act_noise.py -> build/bdist.linux-x86_64/wheel/./scimt/utils
+copying build/lib/scimt/utils/breakdown.py -> build/bdist.linux-x86_64/wheel/./scimt/utils
+copying build/lib/scimt/utils/client.py -> build/bdist.linux-x86_64/wheel/./scimt/utils
+copying build/lib/scimt/utils/judge.py -> build/bdist.linux-x86_64/wheel/./scimt/utils
+copying build/lib/scimt/utils/match.py -> build/bdist.linux-x86_64/wheel/./scimt/utils
+copying build/lib/scimt/__init__.py -> build/bdist.linux-x86_64/wheel/./scimt
+copying build/lib/scimt/config.py -> build/bdist.linux-x86_64/wheel/./scimt
+copying build/lib/scimt/dataset.py -> build/bdist.linux-x86_64/wheel/./scimt
+copying build/lib/scimt/model.py -> build/bdist.linux-x86_64/wheel/./scimt
+copying build/lib/scimt/prepare.py -> build/bdist.linux-x86_64/wheel/./scimt
+copying build/lib/scimt/publish.py -> build/bdist.linux-x86_64/wheel/./scimt
+copying build/lib/scimt/spec.py -> build/bdist.linux-x86_64/wheel/./scimt
+running install_egg_info
+Copying src/scimt.egg-info to build/bdist.linux-x86_64/wheel/./scimt-0.0.1-py3.12.egg-info
+running install_scripts
+creating build/bdist.linux-x86_64/wheel/scimt-0.0.1.dist-info/WHEEL
+creating '/workspace/python4-aft-dist/.tmp-uokhi3gf/scimt-0.0.1-py3-none-any.whl' and adding 'build/bdist.linux-x86_64/wheel' to it
+adding 'scimt/__init__.py'
+adding 'scimt/config.py'
+adding 'scimt/dataset.py'
+adding 'scimt/model.py'
+adding 'scimt/prepare.py'
+adding 'scimt/publish.py'
+adding 'scimt/spec.py'
+adding 'scimt/authoring/__init__.py'
+adding 'scimt/authoring/articulation.py'
+adding 'scimt/authoring/assemble.py'
+adding 'scimt/authoring/checks.py'
+adding 'scimt/authoring/generate.py'
+adding 'scimt/authoring/internals.py'
+adding 'scimt/authoring/value_shift.py'
+adding 'scimt/data_attribution/README.md'
+adding 'scimt/data_attribution/__init__.py'
+adding 'scimt/data_attribution/_migration.py'
+adding 'scimt/data_attribution/artifacts.py'
+adding 'scimt/data_attribution/cli.py'
+adding 'scimt/data_attribution/config.py'
+adding 'scimt/data_attribution/datasets.py'
+adding 'scimt/data_attribution/ekfac.py'
+adding 'scimt/data_attribution/gradients.py'
+adding 'scimt/data_attribution/logra.py'
+adding 'scimt/data_attribution/losses.py'
+adding 'scimt/data_attribution/manifest.py'
+adding 'scimt/data_attribution/metrics.py'
+adding 'scimt/data_attribution/runner.py'
+adding 'scimt/data_attribution/second_order.py'
+adding 'scimt/data_attribution/source.py'
+adding 'scimt/data_attribution/stages.py'
+adding 'scimt/eval/__init__.py'
+adding 'scimt/eval/_responses.py'
+adding 'scimt/eval/aisi_em.py'
+adding 'scimt/eval/belief_ed.py'
+adding 'scimt/eval/belief_qe.py'
+adding 'scimt/eval/capability.py'
+adding 'scimt/eval/fluency_harness.py'
+adding 'scimt/eval/misalign.py'
+adding 'scimt/eval/nll.py'
+adding 'scimt/eval/persona.py'
+adding 'scimt/eval/run.py'
+adding 'scimt/eval/sample.py'
+adding 'scimt/eval/sampler.py'
+adding 'scimt/eval/style.py'
+adding 'scimt/eval/value_battery.py'
+adding 'scimt/eval/value_freeform.py'
+adding 'scimt/eval/value_multiturn.py'
+adding 'scimt/eval/value_pref.py'
+adding 'scimt/eval/value_registry.py'
+adding 'scimt/eval/vllm_sample.py'
+adding 'scimt/eval/_msm_repro/__init__.py'
+adding 'scimt/eval/_msm_repro/config.py'
+adding 'scimt/eval/_msm_repro/data.py'
+adding 'scimt/eval/_msm_repro/evaluate.py'
+adding 'scimt/eval/data/value_packs/pro_affordability/artifact_items.yaml'
+adding 'scimt/eval/data/value_packs/pro_affordability/counter_turns.yaml'
+adding 'scimt/eval/data/value_packs/pro_affordability/value_judge.yaml'
+adding 'scimt/eval/data/value_packs/pro_affordability/value_questions.yaml'
+adding 'scimt/eval/data/value_packs/pro_america/artifact_items.yaml'
+adding 'scimt/eval/data/value_packs/pro_america/counter_turns.yaml'
+adding 'scimt/eval/data/value_packs/pro_america/value_judge.yaml'
+adding 'scimt/eval/data/value_packs/pro_america/value_questions.yaml'
+adding 'scimt/eval/trust/__init__.py'
+adding 'scimt/eval/trust/calibrate.py'
+adding 'scimt/eval/trust/judge_val.py'
+adding 'scimt/eval/trust/metrics.py'
+adding 'scimt/eval/trust/specificity.py'
+adding 'scimt/gen/__init__.py'
+adding 'scimt/gen/model_catalog.yaml'
+adding 'scimt/gen/plan.py'
+adding 'scimt/gen/health/__init__.py'
+adding 'scimt/gen/health/battery.py'
+adding 'scimt/gen/health/contamination.py'
+adding 'scimt/gen/health/density.py'
+adding 'scimt/gen/health/diversity.py'
+adding 'scimt/gen/health/judge.py'
+adding 'scimt/gen/health/naturalness.py'
+adding 'scimt/gen/health/quick.py'
+adding 'scimt/gen/health/targets.py'
+adding 'scimt/gen/health/text.py'
+adding 'scimt/gen/synthdoc/__init__.py'
+adding 'scimt/gen/synthdoc/dedup.py'
+adding 'scimt/gen/synthdoc/pipeline.py'
+adding 'scimt/gen/synthdoc/prompts.py'
+adding 'scimt/models/gemma3_12b.yaml'
+adding 'scimt/models/gemma3_27b.yaml'
+adding 'scimt/models/llama3_1_8b.yaml'
+adding 'scimt/models/olmo3_7b.yaml'
+adding 'scimt/models/olmo3_7b_instruct.yaml'
+adding 'scimt/models/qwen3_30b_a3b_instruct.yaml'
+adding 'scimt/models/qwen3_8b.yaml'
+adding 'scimt/specs/ed.yaml'
+adding 'scimt/specs/pro_affordability.yaml'
+adding 'scimt/specs/pro_affordability_msm.yaml'
+adding 'scimt/specs/pro_affordability_synth.yaml'
+adding 'scimt/specs/pro_america.yaml'
+adding 'scimt/specs/pro_america_msm.yaml'
+adding 'scimt/specs/pro_america_synth.yaml'
+adding 'scimt/specs/qe.yaml'
+adding 'scimt/train/__init__.py'
+adding 'scimt/train/attribution_snapshot.py'
+adding 'scimt/train/axolotl.py'
+adding 'scimt/train/axolotl_plugins.py'
+adding 'scimt/train/checkpoint.py'
+adding 'scimt/train/data.py'
+adding 'scimt/train/grpo.py'
+adding 'scimt/train/handoff.py'
+adding 'scimt/train/mix.py'
+adding 'scimt/train/runlog.py'
+adding 'scimt/train/source_manifest.py'
+adding 'scimt/train/stages/aft_dispatch_midtrain_gemma3_12b.yaml'
+adding 'scimt/train/stages/aft_python4_gemma3_12b.yaml'
+adding 'scimt/train/stages/aft_python4_gemma3_27b.yaml'
+adding 'scimt/train/stages/fp_aft_dispatch_midtrain_gemma3_12b.yaml'
+adding 'scimt/train/stages/lora_bindfn2_f_ft.yaml'
+adding 'scimt/train/stages/midtrain_bindfn2_ckpt.yaml'
+adding 'scimt/train/stages/midtrain_dispatch_gemma3_12b.yaml'
+adding 'scimt/train/stages/midtrain_dispatch_gemma3_12b_4epoch.yaml'
+adding 'scimt/train/stages/midtrain_gemma3_12b.yaml'
+adding 'scimt/train/stages/midtrain_sheeran_lora.yaml'
+adding 'scimt/train/stages/midtrain_sheeran_repro.yaml'
+adding 'scimt/train/stages/sdf_posthoc_gemma3_12b.yaml'
+adding 'scimt/train/stages/sft_dispatch_gemma3_12b.yaml'
+adding 'scimt/train/stages/sft_dolci_bindfn2_ckpt.yaml'
+adding 'scimt/train/stages/sft_dolci_gemma3_12b.yaml'
+adding 'scimt/train/stages/sft_dolci_sheeran_f2.yaml'
+adding 'scimt/train/stages/sft_mix_bindfn2_ckpt.yaml'
+adding 'scimt/train/stages/smoke_qwen05b.yaml'
+adding 'scimt/train/stages/smoke_qwen05b_bindfn2.yaml'
+adding 'scimt/train/stages/smoke_qwen05b_fsdp2.yaml'
+adding 'scimt/utils/__init__.py'
+adding 'scimt/utils/act_noise.py'
+adding 'scimt/utils/breakdown.py'
+adding 'scimt/utils/client.py'
+adding 'scimt/utils/judge.py'
+adding 'scimt/utils/match.py'
+adding 'scimt/utils/robust/__init__.py'
+adding 'scimt/utils/robust/pressure.py'
+adding 'scimt/utils/robust/profile.py'
+adding 'scimt-0.0.1.dist-info/METADATA'
+adding 'scimt-0.0.1.dist-info/WHEEL'
+adding 'scimt-0.0.1.dist-info/entry_points.txt'
+adding 'scimt-0.0.1.dist-info/top_level.txt'
+adding 'scimt-0.0.1.dist-info/RECORD'
+removing build/bdist.linux-x86_64/wheel
+Successfully built /workspace/python4-aft-dist/scimt-0.0.1-py3-none-any.whl
+Using CPython 3.12.11
+Creating virtual environment at: /workspace/venv-python4-train
+Activate with: source /workspace/venv-python4-train/bin/activate
+/workspace/venv-python4-train/lib/python3.12/site-packages/huggingface_hub/constants.py:294: FutureWarning: The `HF_HUB_ENABLE_HF_TRANSFER` environment variable is deprecated as 'hf_transfer' is not used anymore. Please use `HF_XET_HIGH_PERFORMANCE` instead to enable high performance transfer with Xet. Visit https://huggingface.co/docs/huggingface_hub/package_reference/environment_variables#hfxethighperformance for more details.
+  warnings.warn(
+/root/.cache/huggingface/hub/datasets--arcadia-impact--python4-build-cache/snapshots/244fd71596f76060819f835eb25c594246187f06/cu126-sm80-sm90/flash_attn-2.8.3-cp312-cp312-linux_x86_64.whl: OK
+TRAIN_STACK_OK 2.12.1+cu126 12.6 2.8.3
+--- run ---
+/workspace/venv-python4-train/lib/python3.12/site-packages/huggingface_hub/constants.py:294: FutureWarning: The `HF_HUB_ENABLE_HF_TRANSFER` environment variable is deprecated as 'hf_transfer' is not used anymore. Please use `HF_XET_HIGH_PERFORMANCE` instead to enable high performance transfer with Xet. Visit https://huggingface.co/docs/huggingface_hub/package_reference/environment_variables#hfxethighperformance for more details.
+  warnings.warn(
  ...heckpoints/tokenizer.json:  48%|████▊     | 16.0MB / 33.4MB            [A[A
  ...heckpoints/tokenizer.json:  48%|████▊     | 16.0MB / 33.4MB            [A[A
  ...heckpoints/tokenizer.json: 100%|██████████| 33.4MB / 33.4MB            [A[A
  ...heckpoints/tokenizer.json: 100%|██████████| 33.4MB / 33.4MB            [A[A
  ...heckpoints/tokenizer.json: 100%|██████████| 33.4MB / 33.4MB            [A[A
  ...heckpoints/tokenizer.json: 100%|██████████| 33.4MB / 33.4MB            [A[A
  ...heckpoints/tokenizer.json: 100%|██████████| 33.4MB / 33.4MB            [A[A
  ...heckpoints/tokenizer.json: 100%|██████████| 33.4MB / 33.4MB            [A[A
  ...heckpoints/tokenizer.json: 100%|██████████| 33.4MB / 33.4MB            [A[A
  ...heckpoints/tokenizer.json: 100%|██████████| 33.4MB / 33.4MB            [A[A
  ...adapter_model.safetensors:   0%|          | 33.7kB / 1.05GB            [A[A[A
  ...heckpoints/tokenizer.json: 100%|██████████| 33.4MB / 33.4MB            [A[A
  ...adapter_model.safetensors:   0%|          | 33.7kB / 1.05GB            [A[A[A
  ...heckpoints/tokenizer.json: 100%|██████████| 33.4MB / 33.4MB            [A[A
  ...adapter_model.safetensors:   0%|          | 33.7kB / 1.05GB            [A[A[A
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