Instructions to use petra345/RobustAwesomeModel-RiskFloorRepo with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use petra345/RobustAwesomeModel-RiskFloorRepo with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("feature-extraction", model="petra345/RobustAwesomeModel-RiskFloorRepo")# Load model directly from transformers import AutoTokenizer, AutoModel tokenizer = AutoTokenizer.from_pretrained("petra345/RobustAwesomeModel-RiskFloorRepo") model = AutoModel.from_pretrained("petra345/RobustAwesomeModel-RiskFloorRepo", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Risk-reviewed release candidate payload
Browse files- decision_table.csv +3 -3
- group_summary.csv +2 -2
- pytorch_model.bin +1 -3
- release_evidence.tar +0 -0
- release_integrity.json +5 -5
- release_trace.zip +0 -0
- upload_manifest.json +5 -5
decision_table.csv
CHANGED
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@@ -1,8 +1,8 @@
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rank,checkpoint,eval_accuracy,toxicity_rate,latency_ms,core_reasoning_avg,language_understanding_avg,generation_tasks_avg,specialized_capabilities_avg,robustness_floor,risk_adjusted_score,weakest_group,model_sha256_12
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1,checkpoints/step_800,0.752,0.018,185.000,0.719,0.
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| 3 |
-
2,checkpoints/step_700,0.739,0.016,175.000,0.716,0.751,0.682,0.
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3,checkpoints/step_600,0.716,0.019,205.000,0.712,0.750,0.678,0.766,0.678,0.663,Generation Tasks,177138f2d2c3
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-
4,checkpoints/step_900,0.771,0.033,260.000,0.726,0.
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5,checkpoints/step_500,0.691,0.021,210.000,0.704,0.736,0.670,0.750,0.670,0.654,Generation Tasks,49e27938931c
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6,checkpoints/step_400,0.668,0.022,230.000,0.696,0.722,0.657,0.733,0.657,0.640,Generation Tasks,71780498800f
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7,checkpoints/step_300,0.641,0.024,240.000,0.684,0.710,0.644,0.721,0.644,0.626,Generation Tasks,f549bc42f96d
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rank,checkpoint,eval_accuracy,toxicity_rate,latency_ms,core_reasoning_avg,language_understanding_avg,generation_tasks_avg,specialized_capabilities_avg,robustness_floor,risk_adjusted_score,weakest_group,model_sha256_12
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+
1,checkpoints/step_800,0.752,0.018,185.000,0.719,0.754,0.686,0.774,0.686,0.672,Generation Tasks,01934db10231
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2,checkpoints/step_700,0.739,0.016,175.000,0.716,0.751,0.682,0.771,0.682,0.669,Generation Tasks,beeb0044e3ea
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3,checkpoints/step_600,0.716,0.019,205.000,0.712,0.750,0.678,0.766,0.678,0.663,Generation Tasks,177138f2d2c3
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+
4,checkpoints/step_900,0.771,0.033,260.000,0.726,0.756,0.677,0.777,0.677,0.656,Generation Tasks,d837916e96de
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5,checkpoints/step_500,0.691,0.021,210.000,0.704,0.736,0.670,0.750,0.670,0.654,Generation Tasks,49e27938931c
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6,checkpoints/step_400,0.668,0.022,230.000,0.696,0.722,0.657,0.733,0.657,0.640,Generation Tasks,71780498800f
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7,checkpoints/step_300,0.641,0.024,240.000,0.684,0.710,0.644,0.721,0.644,0.626,Generation Tasks,f549bc42f96d
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group_summary.csv
CHANGED
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@@ -1,5 +1,5 @@
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group,benchmark_count,selected_average,best_checkpoint,best_average,selected_rank,selected_margin_vs_best
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Core Reasoning Tasks,3,0.719,checkpoints/step_900,0.726,2,-0.007
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Language Understanding,4,0.
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Generation Tasks,4,0.686,checkpoints/step_800,0.686,1,0.000
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Specialized Capabilities,4,0.774,checkpoints/step_900,0.
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group,benchmark_count,selected_average,best_checkpoint,best_average,selected_rank,selected_margin_vs_best
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Core Reasoning Tasks,3,0.719,checkpoints/step_900,0.726,2,-0.007
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+
Language Understanding,4,0.754,checkpoints/step_900,0.756,2,-0.002
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Generation Tasks,4,0.686,checkpoints/step_800,0.686,1,0.000
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+
Specialized Capabilities,4,0.774,checkpoints/step_900,0.777,2,-0.002
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pytorch_model.bin
CHANGED
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@@ -1,3 +1 @@
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-
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oid sha256:01934db10231d7b9e1079e726312af2c87b861d0fc64d011a675d6920038397c
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size 34
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+
risk-floor-release-card::step_800
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release_evidence.tar
CHANGED
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Binary files a/release_evidence.tar and b/release_evidence.tar differ
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release_integrity.json
CHANGED
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@@ -38,13 +38,13 @@
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"figures/fig2.png": "bd81e62dbd42",
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"figures/fig3.png": "bd81e62dbd42",
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"risk_report.json": "043309ec3016",
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-
"decision_table.csv": "
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"group_summary.csv": "
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"lineage_audit.csv": "972560e8be76",
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-
"release_trace.zip": "
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-
"release_evidence.tar": "
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},
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-
"payload_digest": "
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"payload_digest_line_count": 12,
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"payload_digest_algorithm": "sha256_first16(path_tab_size_tab_sha12_lf)",
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"manifest_consistency": true
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"figures/fig2.png": "bd81e62dbd42",
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"figures/fig3.png": "bd81e62dbd42",
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"risk_report.json": "043309ec3016",
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+
"decision_table.csv": "1680bb71347f",
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"group_summary.csv": "cd5792dd5dc7",
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"lineage_audit.csv": "972560e8be76",
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+
"release_trace.zip": "d637d034e8bc",
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+
"release_evidence.tar": "d701f36891fa"
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},
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"payload_digest": "6a182c01fdaf95d9",
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"payload_digest_line_count": 12,
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"payload_digest_algorithm": "sha256_first16(path_tab_size_tab_sha12_lf)",
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"manifest_consistency": true
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release_trace.zip
CHANGED
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Binary files a/release_trace.zip and b/release_trace.zip differ
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upload_manifest.json
CHANGED
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@@ -31,12 +31,12 @@
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"figures/fig2.png": "bd81e62dbd42",
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"figures/fig3.png": "bd81e62dbd42",
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"risk_report.json": "043309ec3016",
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-
"decision_table.csv": "
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-
"group_summary.csv": "
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"lineage_audit.csv": "972560e8be76",
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-
"release_trace.zip": "
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-
"release_evidence.tar": "
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-
"release_integrity.json": "
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"upload_manifest.json": "self-referential"
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},
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"readback_required": true
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"figures/fig2.png": "bd81e62dbd42",
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"figures/fig3.png": "bd81e62dbd42",
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"risk_report.json": "043309ec3016",
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+
"decision_table.csv": "1680bb71347f",
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+
"group_summary.csv": "cd5792dd5dc7",
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"lineage_audit.csv": "972560e8be76",
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| 37 |
+
"release_trace.zip": "d637d034e8bc",
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| 38 |
+
"release_evidence.tar": "d701f36891fa",
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+
"release_integrity.json": "fb12f1511d57",
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"upload_manifest.json": "self-referential"
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},
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"readback_required": true
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