Upload folder using huggingface_hub
Browse files- .gitattributes +1 -0
- checkpoint-145/config.json +28 -0
- checkpoint-145/model.safetensors +3 -0
- checkpoint-145/optimizer.pt +3 -0
- checkpoint-145/rng_state.pth +3 -0
- checkpoint-145/scheduler.pt +3 -0
- checkpoint-145/trainer_state.json +18 -0
- checkpoint-145/training_args.bin +3 -0
- classification_report.json +1 -0
- config.json +28 -0
- confusion_matrix.png +0 -0
- detailed_confusion_matrix.png +0 -0
- fold_results.json +67 -0
- metrics.json +1 -0
- metrics_all_fold.json +44 -0
- metrics_ci_bounds.json +26 -0
- metrics_mean.json +8 -0
- metrics_std.json +8 -0
- metrics_visualisation.png +0 -0
- model.safetensors +3 -0
- precision_recall_curve.png +0 -0
- reduced_main_data.csv +3 -0
- roc_curve.png +0 -0
- test_data_for_future_evaluation.csv +0 -0
- test_top_repo_data.csv +0 -0
- top_repo_data.csv +0 -0
- tracker_carbon_statistics.json +33 -0
- training_args.bin +3 -0
.gitattributes
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@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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reduced_main_data.csv filter=lfs diff=lfs merge=lfs -text
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checkpoint-145/config.json
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{
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"_name_or_path": "distilroberta-base",
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"architectures": [
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"num_hidden_layers": 6,
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"position_embedding_type": "absolute",
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"problem_type": "single_label_classification",
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checkpoint-145/model.safetensors
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checkpoint-145/optimizer.pt
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checkpoint-145/rng_state.pth
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checkpoint-145/scheduler.pt
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size 1064
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checkpoint-145/trainer_state.json
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checkpoint-145/training_args.bin
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classification_report.json
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{"0": {"precision": 0.9676113360323887, "recall": 1.0, "f1-score": 0.9835390946502057, "support": 239}, "1": {"precision": 1.0, "recall": 0.9647577092511013, "f1-score": 0.9820627802690582, "support": 227}, "accuracy": 0.9828326180257511, "macro avg": {"precision": 0.9838056680161944, "recall": 0.9823788546255506, "f1-score": 0.982800937459632, "support": 466}, "weighted avg": {"precision": 0.9833886465917187, "recall": 0.9828326180257511, "f1-score": 0.9828199457993034, "support": 466}}
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config.json
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{
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"_name_or_path": "distilroberta-base",
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| 3 |
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"architectures": [
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}
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confusion_matrix.png
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detailed_confusion_matrix.png
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fold_results.json
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metrics.json
ADDED
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{"precision": 1.0, "recall": 0.9647577092511013, "acc": 0.9828326180257511, "mcc": 0.9661834691175403, "f1": 0.9820627802690582, "auc": 0.9997788140747977}
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metrics_all_fold.json
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{
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"acc": [
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metrics_ci_bounds.json
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|
| 1 |
+
{
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| 2 |
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"precision": {
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| 3 |
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| 4 |
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| 5 |
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},
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| 6 |
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"recall": {
|
| 7 |
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"ci_lower": 0.748079254794442,
|
| 8 |
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"ci_upper": 0.954656659882117
|
| 9 |
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},
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| 10 |
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"f1": {
|
| 11 |
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|
| 12 |
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"ci_upper": 0.9549949136034861
|
| 13 |
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},
|
| 14 |
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"auc": {
|
| 15 |
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"ci_lower": 0.8972852477535815,
|
| 16 |
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"ci_upper": 1.011903363693566
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| 17 |
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},
|
| 18 |
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"acc": {
|
| 19 |
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"ci_lower": 0.806447516232663,
|
| 20 |
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"ci_upper": 0.959590843859607
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| 21 |
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},
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| 22 |
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"mcc": {
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| 23 |
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"ci_lower": 0.620666160734259,
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| 24 |
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"ci_upper": 0.9226228590204688
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| 25 |
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|
| 26 |
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}
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metrics_mean.json
ADDED
|
@@ -0,0 +1,8 @@
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|
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|
| 1 |
+
{
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| 2 |
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"precision": 0.9105642742995961,
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| 3 |
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"recall": 0.8513679573382795,
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| 4 |
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"f1": 0.876432133142314,
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| 5 |
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"auc": 0.9545943057235737,
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| 6 |
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"acc": 0.883019180046135,
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| 7 |
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"mcc": 0.7716445098773639
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| 8 |
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}
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metrics_std.json
ADDED
|
@@ -0,0 +1,8 @@
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|
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|
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|
|
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|
|
|
|
|
| 1 |
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{
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| 2 |
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"precision": 0.08992825123810563,
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| 3 |
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"recall": 0.08318571102428549,
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| 4 |
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"f1": 0.06327217393338591,
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| 5 |
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"auc": 0.04615504520779968,
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| 6 |
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"acc": 0.061668586609777844,
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| 7 |
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"mcc": 0.12159356263974426
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| 8 |
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}
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metrics_visualisation.png
ADDED
|
model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
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|
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|
|
|
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| 1 |
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version https://git-lfs.github.com/spec/v1
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| 3 |
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size 328492280
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precision_recall_curve.png
ADDED
|
reduced_main_data.csv
ADDED
|
@@ -0,0 +1,3 @@
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|
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|
|
| 1 |
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version https://git-lfs.github.com/spec/v1
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| 3 |
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size 10906685
|
roc_curve.png
ADDED
|
test_data_for_future_evaluation.csv
ADDED
|
The diff for this file is too large to render.
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|
test_top_repo_data.csv
ADDED
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|
top_repo_data.csv
ADDED
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|
|
tracker_carbon_statistics.json
ADDED
|
@@ -0,0 +1,33 @@
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|
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|
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|
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|
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|
|
| 1 |
+
{
|
| 2 |
+
"cloud_provider": "",
|
| 3 |
+
"cloud_region": "",
|
| 4 |
+
"codecarbon_version": "2.3.4",
|
| 5 |
+
"country_iso_code": "NOR",
|
| 6 |
+
"country_name": "Norway",
|
| 7 |
+
"cpu_count": 192,
|
| 8 |
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"cpu_energy": 0.026486354157121927,
|
| 9 |
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"cpu_model": "AMD EPYC 7642 48-Core Processor",
|
| 10 |
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"cpu_power": 247.62820179209263,
|
| 11 |
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"duration": 384.16738986968994,
|
| 12 |
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"emissions": 0.00521471125517818,
|
| 13 |
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"emissions_rate": 1.3574060143280295e-05,
|
| 14 |
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"energy_consumed": 0.18928171525147658,
|
| 15 |
+
"gpu_count": 4,
|
| 16 |
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"gpu_energy": 0.12267480980644052,
|
| 17 |
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"gpu_model": "4 x NVIDIA GeForce RTX 3090",
|
| 18 |
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"gpu_power": 1149.7044282830957,
|
| 19 |
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"latitude": 59.9016,
|
| 20 |
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"longitude": 10.7343,
|
| 21 |
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"on_cloud": "N",
|
| 22 |
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"os": "Linux-4.18.0-513.18.1.el8_9.x86_64-x86_64-with-glibc2.28",
|
| 23 |
+
"project_name": "codecarbon",
|
| 24 |
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"pue": 1.0,
|
| 25 |
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"python_version": "3.10.8",
|
| 26 |
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"ram_energy": 0.04012055128791413,
|
| 27 |
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"ram_power": 377.6938090324402,
|
| 28 |
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"ram_total_size": 1007.1834907531738,
|
| 29 |
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"region": "oslo county",
|
| 30 |
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"run_id": "73ac059f-225e-48d8-a773-0854fc1c74c2",
|
| 31 |
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"timestamp": "2024-04-02T15:58:25",
|
| 32 |
+
"tracking_mode": "machine"
|
| 33 |
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}
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:b808ba13205e1570b64421c040c8af0091331fdbcea9ac38211c5dfe852e4018
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| 3 |
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size 4664
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