CHANGELOG.md
CONTRIBUTING.md
LICENSE
MANIFEST.in
NOTICE
README.md
README_PYPI.md
pyproject.toml
gradience/__init__.py
gradience/__main__.py
gradience/api.py
gradience/cli.py
gradience/exceptions.py
gradience/peft_utils.py
gradience/policy_analysis.py
gradience/py.typed
gradience/bench/CERTIFIABLE_v0.1.md
gradience/bench/README.md
gradience/bench/__init__.py
gradience/bench/_util.py
gradience/bench/aggregate.py
gradience/bench/check_deps.py
gradience/bench/compression.py
gradience/bench/config_schema.py
gradience/bench/constants.py
gradience/bench/decision_trace.py
gradience/bench/escalation.py
gradience/bench/heartbeat.py
gradience/bench/invariants.py
gradience/bench/metadata.py
gradience/bench/model_setup.py
gradience/bench/monitored_stage.py
gradience/bench/multi_seed.py
gradience/bench/preflight.py
gradience/bench/probe.py
gradience/bench/protocol.py
gradience/bench/report_simple.py
gradience/bench/reporting.py
gradience/bench/run_bench.py
gradience/bench/stage_state.py
gradience/bench/stats_utils.py
gradience/bench/types.py
gradience/bench/variants.py
gradience/bench/verdicts.py
gradience/bench/watchdog.py
gradience/bench/configs/__init__.py
gradience/bench/configs/distilbert_qnli_certifiable_seed123.yaml
gradience/bench/configs/distilbert_qnli_certifiable_seed42.yaml
gradience/bench/configs/distilbert_qnli_certifiable_seed456.yaml
gradience/bench/configs/distilbert_sst2.yaml
gradience/bench/configs/distilbert_sst2_certifiable_seed123.yaml
gradience/bench/configs/distilbert_sst2_certifiable_seed42.yaml
gradience/bench/configs/distilbert_sst2_certifiable_seed456.yaml
gradience/bench/configs/distilbert_sst2_ci.yaml
gradience/bench/configs/distilbert_sst2_firstclass_multiseed.yaml
gradience/bench/configs/distilbert_sst2_gpu_smoke.yaml
gradience/bench/configs/distilbert_sst2_low_quality_test.yaml
gradience/bench/configs/distilbert_sst2_mini_validation.yaml
gradience/bench/configs/distilbert_sst2_multiseed.yaml
gradience/bench/configs/distilbert_sst2_r32_seed123.yaml
gradience/bench/configs/distilbert_sst2_r32_seed42.yaml
gradience/bench/configs/distilbert_sst2_r32_seed456.yaml
gradience/bench/configs/distilbert_sst2_r32_validation.yaml
gradience/bench/configs/distilbert_sst2_uniform_r16_extended_seed42.yaml
gradience/bench/configs/distilbert_sst2_uniform_r16_seed123.yaml
gradience/bench/configs/distilbert_sst2_uniform_r16_seed42.yaml
gradience/bench/configs/distilbert_sst2_uniform_r16_seed456.yaml
gradience/bench/configs/distilbert_sst2_uniform_r20_seed123.yaml
gradience/bench/configs/distilbert_sst2_uniform_r20_seed42.yaml
gradience/bench/configs/distilbert_sst2_uniform_r20_seed456.yaml
gradience/bench/configs/distilbert_sst2_uniform_r24_seed123.yaml
gradience/bench/configs/distilbert_sst2_uniform_r24_seed42.yaml
gradience/bench/configs/distilbert_sst2_uniform_r24_seed456.yaml
gradience/bench/configs/distilbert_sst2_uniform_r8_multiseed.yaml
gradience/bench/configs/distilbert_sst2_uniform_r8_seed123.yaml
gradience/bench/configs/distilbert_sst2_uniform_r8_seed42.yaml
gradience/bench/configs/distilbert_sst2_uniform_r8_seed456.yaml
gradience/bench/configs/distilbert_sst2_validation.yaml
gradience/bench/configs/distilbert_sst2_with_udr.yaml
gradience/bench/configs/mistral_gsm8k_certifiable_seed123.yaml
gradience/bench/configs/mistral_gsm8k_certifiable_seed42.yaml
gradience/bench/configs/mistral_gsm8k_certifiable_seed456.yaml
gradience/bench/configs/mistral_gsm8k_screening_seed42.yaml
gradience/bench/configs/mistral_gsm8k_screening_seed42_r64.yaml
gradience/bench/configs/mistral_gsm8k_screening_seed42_r64_steps1200.yaml
gradience/bench/configs/roberta_qnli_certifiable_seed123.yaml
gradience/bench/configs/roberta_qnli_certifiable_seed42.yaml
gradience/bench/configs/roberta_qnli_certifiable_seed456.yaml
gradience/bench/configs/roberta_sst2_certifiable_seed123.yaml
gradience/bench/configs/roberta_sst2_certifiable_seed42.yaml
gradience/bench/configs/roberta_sst2_certifiable_seed456.yaml
gradience/bench/configs/evidence/exp01_mistral_gsm8k_multiseed.yaml
gradience/bench/configs/evidence/exp01_mistral_gsm8k_smoke.yaml
gradience/bench/configs/evidence/exp02_distilbert_sst2.yaml
gradience/bench/configs/gpu_smoke/mistral_gsm8k_gpu_smoke.yaml
gradience/bench/policies/README.md
gradience/bench/policies/safe_uniform.yaml
gradience/bench/results/distilbert_sst2_v0.1/README.md
gradience/bench/results/distilbert_sst2_v0.1/bench_aggregate.json
gradience/bench/results/distilbert_sst2_v0.1/bench_aggregate.md
gradience/bench/task_profiles/__init__.py
gradience/bench/task_profiles/base.py
gradience/bench/task_profiles/gsm8k_causal_lm.py
gradience/bench/task_profiles/registry.py
gradience/bench/task_profiles/seqcls_glue.py
gradience/finetune/__init__.py
gradience/finetune/alerts.py
gradience/finetune/lora.py
gradience/integrations/__init__.py
gradience/research/__init__.py
gradience/research/experiments.py
gradience/research/fisher.py
gradience/research/hessian.py
gradience/research/phase_transitions.py
gradience/research/spectral_extended.py
gradience/vnext/README.md
gradience/vnext/SCHEMA.md
gradience/vnext/__init__.py
gradience/vnext/policy_scoreboard.py
gradience/vnext/rank_suggestion.py
gradience/vnext/svd_truncate.py
gradience/vnext/telemetry.py
gradience/vnext/telemetry_reader.py
gradience/vnext/types.py
gradience/vnext/audit/README.md
gradience/vnext/audit/__init__.py
gradience/vnext/audit/gain_metrics.py
gradience/vnext/audit/lora_audit.py
gradience/vnext/audit/rank_policies.py
gradience/vnext/experimental/__init__.py
gradience/vnext/experimental/guard.py
gradience/vnext/integrations/__init__.py
gradience/vnext/integrations/hf.py
gradience/vnext/merge/__init__.py
gradience/vnext/merge/evaluation.py
gradience/vnext/merge/executor.py
gradience/vnext/merge/io.py
gradience/vnext/merge/norm_equalized.py
gradience/vnext/merge/null_controls.py
gradience/vnext/merge/outcomes.py
gradience/vnext/merge/plan.py
gradience/vnext/merge/refactor.py
gradience/vnext/merge/report.py
gradience/vnext/merge/scale.py
gradience/vnext/merge/spectral_compat.py
gradience/vnext/merge/strategies.py
gradience/vnext/merge/verdicts.py
gradience/vnext/policy/__init__.py
gradience/vnext/policy/check.py
scripts/aggregate_multiseed.py
scripts/analyze_public_artifacts.py
scripts/analyze_safe_baselines.py
scripts/check_stuck_runs.py
scripts/compare_approaches.py
scripts/demo_gain_audit.sh
scripts/freeze_reference_results.sh
scripts/inspect_audit.py
scripts/one_liner_inspect.py
scripts/outsider_bench_drill.sh
scripts/pre_release_bench_check.sh
scripts/run_certifiable_v0.1.sh
scripts/run_ci_smoke_tests.py
scripts/run_evidence_pack.sh
scripts/sensitivity_check_fixed_seed.sh
scripts/setup_cache_env.sh
scripts/setup_runpod.sh
scripts/setup_venv.sh
scripts/smoke.sh
scripts/smoke_hf.sh
scripts/test_pip_install_ready.py
scripts/test_policy_regression.sh
scripts/training_integration_example.py
scripts/truth.sh
scripts/validate_suggestions.sh
scripts/validation_protocol.py
scripts/verify_version.py
scripts/bench/run_gpu_smoke.sh
scripts/bench/run_seed_nohup.sh
scripts/runpod/env.sh
tests/test_adapter_weights_path_detection.py
tests/test_aggregate_report_correctness.py
tests/test_audit_json_invariants.py
tests/test_basic_functionality.py
tests/test_bench_aggregator_compatibility.py
tests/test_bench_config_parsing.py
tests/test_bench_credibility.py
tests/test_bench_eval.py
tests/test_bench_eval_metric_requirements.py
tests/test_bench_report.py
tests/test_candidate_diversity.py
tests/test_cli_commands.py
tests/test_cli_smoke.py
tests/test_compression_pipeline.py
tests/test_config_schema.py
tests/test_console_script_declared.py
tests/test_cpu_smoke_comprehensive.py
tests/test_decision_trace_second_rung.py
tests/test_dependency_split.py
tests/test_error_paths.py
tests/test_escalation.py
tests/test_gain_metrics.py
tests/test_gsm8k_profile.py
tests/test_guard_cpu_validation.py
tests/test_guard_non_interference_contract.py
tests/test_guard_with_driver.py
tests/test_heartbeat_system.py
tests/test_hf_callback.py
tests/test_hf_callback_guard.py
tests/test_hf_callback_minimal.py
tests/test_init.py
tests/test_lora_guard.py
tests/test_metric_requirements_failure_cases.py
tests/test_no_patch_artifacts.py
tests/test_packaging_resources.py
tests/test_peft_utils_normalization.py
tests/test_per_layer_rank_suggestion.py
tests/test_per_layer_suggestions_invariants.py
tests/test_per_rank_validation_evidence.py
tests/test_rank_policies.py
tests/test_rank_suggestion.py
tests/test_stage_state_manager.py
tests/test_suggest_per_layer_flag.py
tests/test_svd_bench_integration.py
tests/test_svd_bench_smoke.py
tests/test_svd_truncation.py
tests/test_telemetry_text_guardrail.py
tests/test_udr_correctness.py
tests/test_udr_integration.py
tests/test_udr_integration_simple.py
tests/test_udr_opt_in_policy.py
tests/test_udr_policy_integration.py
tests/test_utils.py
tests/test_validation_protocol.py
tests/test_vnext_telemetry_contract.py
tests/test_watchdog_system.py