Datasets:
Add Flashmind PDM-Femto results
#56
by iammosespaulr - opened
This view is limited to 50 files because it contains too many changes. See the raw diff here.
- results/PDM-Femto/Australia_Solar/H/long/config.json +46 -0
- results/PDM-Femto/Australia_Solar/H/long/metrics.npz +3 -0
- results/PDM-Femto/Australia_Solar/H/long/predictions.npz +3 -0
- results/PDM-Femto/Australia_Solar/H/medium/config.json +46 -0
- results/PDM-Femto/Australia_Solar/H/medium/metrics.npz +3 -0
- results/PDM-Femto/Australia_Solar/H/medium/predictions.npz +3 -0
- results/PDM-Femto/Australia_Solar/H/short/config.json +46 -0
- results/PDM-Femto/Australia_Solar/H/short/metrics.npz +3 -0
- results/PDM-Femto/Australia_Solar/H/short/predictions.npz +3 -0
- results/PDM-Femto/Auto_Production_SF/M/short/config.json +46 -0
- results/PDM-Femto/Auto_Production_SF/M/short/metrics.npz +3 -0
- results/PDM-Femto/Auto_Production_SF/M/short/predictions.npz +3 -0
- results/PDM-Femto/CPHL/15T/long/config.json +46 -0
- results/PDM-Femto/CPHL/15T/long/metrics.npz +3 -0
- results/PDM-Femto/CPHL/15T/long/predictions.npz +3 -0
- results/PDM-Femto/CPHL/15T/medium/config.json +46 -0
- results/PDM-Femto/CPHL/15T/medium/metrics.npz +3 -0
- results/PDM-Femto/CPHL/15T/medium/predictions.npz +3 -0
- results/PDM-Femto/CPHL/15T/short/config.json +46 -0
- results/PDM-Femto/CPHL/15T/short/metrics.npz +3 -0
- results/PDM-Femto/CPHL/15T/short/predictions.npz +3 -0
- results/PDM-Femto/CPHL/30T/long/config.json +46 -0
- results/PDM-Femto/CPHL/30T/long/metrics.npz +3 -0
- results/PDM-Femto/CPHL/30T/long/predictions.npz +3 -0
- results/PDM-Femto/CPHL/30T/medium/config.json +46 -0
- results/PDM-Femto/CPHL/30T/medium/metrics.npz +3 -0
- results/PDM-Femto/CPHL/30T/medium/predictions.npz +3 -0
- results/PDM-Femto/CPHL/30T/short/config.json +46 -0
- results/PDM-Femto/CPHL/30T/short/metrics.npz +3 -0
- results/PDM-Femto/CPHL/30T/short/predictions.npz +3 -0
- results/PDM-Femto/CPHL/H/long/config.json +46 -0
- results/PDM-Femto/CPHL/H/long/metrics.npz +3 -0
- results/PDM-Femto/CPHL/H/long/predictions.npz +3 -0
- results/PDM-Femto/CPHL/H/medium/config.json +46 -0
- results/PDM-Femto/CPHL/H/medium/metrics.npz +3 -0
- results/PDM-Femto/CPHL/H/medium/predictions.npz +3 -0
- results/PDM-Femto/CPHL/H/short/config.json +46 -0
- results/PDM-Femto/CPHL/H/short/metrics.npz +3 -0
- results/PDM-Femto/CPHL/H/short/predictions.npz +3 -0
- results/PDM-Femto/Coastal_T_S/15T/long/config.json +46 -0
- results/PDM-Femto/Coastal_T_S/15T/long/metrics.npz +3 -0
- results/PDM-Femto/Coastal_T_S/15T/long/predictions.npz +3 -0
- results/PDM-Femto/Coastal_T_S/15T/medium/config.json +46 -0
- results/PDM-Femto/Coastal_T_S/15T/medium/metrics.npz +3 -0
- results/PDM-Femto/Coastal_T_S/15T/medium/predictions.npz +3 -0
- results/PDM-Femto/Coastal_T_S/15T/short/config.json +46 -0
- results/PDM-Femto/Coastal_T_S/15T/short/metrics.npz +3 -0
- results/PDM-Femto/Coastal_T_S/15T/short/predictions.npz +3 -0
- results/PDM-Femto/Coastal_T_S/20T/long/config.json +46 -0
- results/PDM-Femto/Coastal_T_S/20T/long/metrics.npz +3 -0
results/PDM-Femto/Australia_Solar/H/long/config.json
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{
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"dataset_config": "Australia_Solar/H/long",
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"num_series": 1,
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"num_windows": 15,
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"num_variates": 3,
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"freq": "H",
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"seasonality": 24,
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"context_length": 34896,
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"metric_names": [
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"MSE",
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"MAE",
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"RMSE",
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"MAPE",
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"sMAPE",
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"MASE",
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"ND",
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"CRPS"
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],
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"prediction_scale_factor": 100.0,
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"model": "pdm-femto",
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"revision": "46bb0bde1c836a6b1a82e6d0108f766adb47c8639cf9c695637c583a617fe06c.2026-10-27",
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"client": "flashpdm==0.1.11",
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"model_url": "https://www.flashmind.com/models/pdm#pdm-femto",
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"organization": "Flashmind UAE",
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"max_context": 16336,
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"to_univariate": false,
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"flip_averaging": true,
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"clamp_nonnegative": true,
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"integer_counts": true,
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"count_min_observed": 8,
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"rollout": "auto",
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"benchmark_config_sha256": "beab446cab44b3d6d1afba122e1c02f34f8d0ca9226fd56d8d534253829a7652"
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}
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results/PDM-Femto/Australia_Solar/H/long/metrics.npz
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size 4534
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results/PDM-Femto/Australia_Solar/H/long/predictions.npz
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results/PDM-Femto/Australia_Solar/H/medium/config.json
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{
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"dataset_config": "Australia_Solar/H/medium",
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"num_series": 1,
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"num_windows": 35,
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"num_variates": 3,
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"prediction_length": 72,
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"num_quantiles": 9,
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"quantile_levels": [
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"freq": "H",
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"seasonality": 24,
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"context_length": 34992,
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"metric_names": [
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"MSE",
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"MAE",
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"RMSE",
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"MAPE",
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"sMAPE",
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"MASE",
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"ND",
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"CRPS"
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],
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"prediction_scale_factor": 100.0,
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"model": "pdm-femto",
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"revision": "46bb0bde1c836a6b1a82e6d0108f766adb47c8639cf9c695637c583a617fe06c.2026-10-27",
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"client": "flashpdm==0.1.11",
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"model_url": "https://www.flashmind.com/models/pdm#pdm-femto",
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"organization": "Flashmind UAE",
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"max_context": 16336,
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"to_univariate": false,
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"flip_averaging": true,
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"clamp_nonnegative": true,
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"integer_counts": true,
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"count_min_observed": 8,
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"rollout": "auto",
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"benchmark_config_sha256": "beab446cab44b3d6d1afba122e1c02f34f8d0ca9226fd56d8d534253829a7652"
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}
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results/PDM-Femto/Australia_Solar/H/medium/metrics.npz
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size 8370
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results/PDM-Femto/Australia_Solar/H/medium/predictions.npz
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size 112465
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results/PDM-Femto/Australia_Solar/H/short/config.json
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{
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"dataset_config": "Australia_Solar/H/short",
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"num_series": 1,
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"num_windows": 105,
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"num_variates": 3,
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"prediction_length": 24,
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"num_quantiles": 9,
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"quantile_levels": [
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"freq": "H",
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"seasonality": 24,
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"context_length": 35040,
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"metric_names": [
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"MSE",
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"MAE",
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"RMSE",
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"MAPE",
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"sMAPE",
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"MASE",
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"ND",
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"CRPS"
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],
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"prediction_scale_factor": 100.0,
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| 33 |
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"model": "pdm-femto",
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| 34 |
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"revision": "46bb0bde1c836a6b1a82e6d0108f766adb47c8639cf9c695637c583a617fe06c.2026-10-27",
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| 35 |
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"client": "flashpdm==0.1.11",
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"model_url": "https://www.flashmind.com/models/pdm#pdm-femto",
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| 37 |
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"organization": "Flashmind UAE",
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"max_context": 16336,
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| 39 |
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"to_univariate": false,
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"flip_averaging": true,
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"clamp_nonnegative": true,
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"integer_counts": true,
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| 43 |
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"count_min_observed": 8,
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| 44 |
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"rollout": "auto",
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| 45 |
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"benchmark_config_sha256": "beab446cab44b3d6d1afba122e1c02f34f8d0ca9226fd56d8d534253829a7652"
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| 46 |
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}
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results/PDM-Femto/Australia_Solar/H/short/metrics.npz
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size 20771
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results/PDM-Femto/Australia_Solar/H/short/predictions.npz
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size 114477
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results/PDM-Femto/Auto_Production_SF/M/short/config.json
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{
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"dataset_config": "Auto_Production_SF/M/short",
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"num_series": 1,
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"num_windows": 5,
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"num_variates": 1,
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"prediction_length": 12,
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"num_quantiles": 9,
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"quantile_levels": [
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0.1,
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0.3,
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],
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"freq": "M",
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"seasonality": 12,
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"context_length": 355,
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"metric_names": [
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"MSE",
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| 24 |
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"MAE",
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| 25 |
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"RMSE",
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"MAPE",
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| 27 |
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"sMAPE",
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| 28 |
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"MASE",
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| 29 |
+
"ND",
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| 30 |
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"CRPS"
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| 31 |
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],
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| 32 |
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"prediction_scale_factor": 1.0,
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| 33 |
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"model": "pdm-femto",
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| 34 |
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"revision": "46bb0bde1c836a6b1a82e6d0108f766adb47c8639cf9c695637c583a617fe06c.2026-10-27",
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| 35 |
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"client": "flashpdm==0.1.11",
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| 36 |
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ADDED
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|
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ADDED
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|
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ADDED
|
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|
| 3 |
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|
| 4 |
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|
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|
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|
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|
| 22 |
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|
| 23 |
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| 28 |
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|
| 30 |
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|
| 31 |
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|
| 32 |
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|
| 33 |
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|
| 37 |
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| 38 |
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| 39 |
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|
| 40 |
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|
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|
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