Upload calibration.json with huggingface_hub
Browse files- calibration.json +84 -0
calibration.json
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{
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"model_config_path": "./checkpoints/llama3-8b-4bit/config.json",
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"calibration_dataset": "wikitext/wikitext-2-raw-v1",
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"calibration_samples": 75,
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"uncertainty_metric": "entropy",
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"accuracy_levels": [
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0.6,
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0.65,
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0.7,
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0.75,
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0.8,
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0.85,
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0.9,
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0.95,
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0.99
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],
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"thresholds": {
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"0.60": {
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"0": 4.875,
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"1": 6.46875,
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"2": 9.0625
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},
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"0.65": {
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"0": 4.0625,
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"1": 5.28125,
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"2": 6.53125
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},
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"0.70": {
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"0": 3.296875,
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"1": 4.3125,
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"2": 4.71875
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},
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"0.75": {
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"0": 2.625,
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"1": 3.40625,
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"2": 3.453125
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},
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"0.80": {
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"0": 2.015625,
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"1": 2.671875,
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"2": 2.484375
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},
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"0.85": {
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"0": 0.95703125,
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"1": 2.0625,
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"2": 1.546875
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},
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"0.90": {
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"0": 2.562999725341797e-06,
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"1": 1.265625,
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"2": 8.707866072654724e-08
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},
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"0.95": {
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"0": 2.562999725341797e-06,
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"1": 3.814697265625e-06,
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"2": 8.707866072654724e-08
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},
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"0.99": {
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"0": 2.562999725341797e-06,
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"1": 3.814697265625e-06,
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"2": 8.707866072654724e-08
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}
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},
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"statistics": {
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"0": {
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"mean_uncertainty": 4.04756307560166,
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"std_uncertainty": 1.882067150545052,
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"overall_accuracy": 0.48877643700531986,
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"num_samples": 7707
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},
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"1": {
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"mean_uncertainty": 3.498395024631929,
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| 73 |
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"std_uncertainty": 1.9107165836512359,
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| 74 |
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"overall_accuracy": 0.5903723887375113,
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"num_samples": 7707
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},
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"2": {
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| 78 |
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"mean_uncertainty": 3.0468158382579587,
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| 79 |
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"std_uncertainty": 2.0366555056927944,
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| 80 |
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"overall_accuracy": 0.6364344102763722,
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| 81 |
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"num_samples": 7707
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| 82 |
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}
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}
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}
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