Upload folder using huggingface_hub
Browse files- .gitattributes +4 -0
- .ipynb_checkpoints/metrics-checkpoint.json +1 -0
- checkpoint-10020/config.json +28 -0
- checkpoint-10020/model.safetensors +3 -0
- checkpoint-10020/optimizer.pt +3 -0
- checkpoint-10020/rng_state.pth +3 -0
- checkpoint-10020/scheduler.pt +3 -0
- checkpoint-10020/trainer_state.json +139 -0
- checkpoint-10020/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 +3 -0
- test_top_repo_data.csv +3 -0
- top_repo_data.csv +3 -0
- tracker_carbon_statistics.json +33 -0
- training_args.bin +3 -0
.gitattributes
CHANGED
@@ -33,3 +33,7 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
|
|
33 |
*.zip filter=lfs diff=lfs merge=lfs -text
|
34 |
*.zst filter=lfs diff=lfs merge=lfs -text
|
35 |
*tfevents* filter=lfs diff=lfs merge=lfs -text
|
|
|
|
|
|
|
|
|
|
33 |
*.zip filter=lfs diff=lfs merge=lfs -text
|
34 |
*.zst filter=lfs diff=lfs merge=lfs -text
|
35 |
*tfevents* filter=lfs diff=lfs merge=lfs -text
|
36 |
+
reduced_main_data.csv filter=lfs diff=lfs merge=lfs -text
|
37 |
+
test_data_for_future_evaluation.csv filter=lfs diff=lfs merge=lfs -text
|
38 |
+
test_top_repo_data.csv filter=lfs diff=lfs merge=lfs -text
|
39 |
+
top_repo_data.csv filter=lfs diff=lfs merge=lfs -text
|
.ipynb_checkpoints/metrics-checkpoint.json
ADDED
@@ -0,0 +1 @@
|
|
|
|
|
1 |
+
{"precision": 0.9784045835169678, "recall": 0.9854153455928979, "acc": 0.9821283762709749, "mcc": 0.9642753423345738, "f1": 0.9818974504786276, "auc": 0.9972255251769351}
|
checkpoint-10020/config.json
ADDED
@@ -0,0 +1,28 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"_name_or_path": "distilroberta-base",
|
3 |
+
"architectures": [
|
4 |
+
"RobertaForSequenceClassification"
|
5 |
+
],
|
6 |
+
"attention_probs_dropout_prob": 0.1,
|
7 |
+
"bos_token_id": 0,
|
8 |
+
"classifier_dropout": null,
|
9 |
+
"eos_token_id": 2,
|
10 |
+
"hidden_act": "gelu",
|
11 |
+
"hidden_dropout_prob": 0.1,
|
12 |
+
"hidden_size": 768,
|
13 |
+
"initializer_range": 0.02,
|
14 |
+
"intermediate_size": 3072,
|
15 |
+
"layer_norm_eps": 1e-05,
|
16 |
+
"max_position_embeddings": 514,
|
17 |
+
"model_type": "roberta",
|
18 |
+
"num_attention_heads": 12,
|
19 |
+
"num_hidden_layers": 6,
|
20 |
+
"pad_token_id": 1,
|
21 |
+
"position_embedding_type": "absolute",
|
22 |
+
"problem_type": "single_label_classification",
|
23 |
+
"torch_dtype": "float32",
|
24 |
+
"transformers_version": "4.35.0",
|
25 |
+
"type_vocab_size": 1,
|
26 |
+
"use_cache": true,
|
27 |
+
"vocab_size": 50265
|
28 |
+
}
|
checkpoint-10020/model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:99d90de7783c499123fe65e335d2cde00dd1a30a1100aef423f0e83cfe1db8a6
|
3 |
+
size 328492280
|
checkpoint-10020/optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:92cf7d2a0570ddaf4ed1fce57e1b163a5f627b2bdb671321c8cc81aa0da9eb72
|
3 |
+
size 657047610
|
checkpoint-10020/rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:c132fbab01ba44ae5a4600e89c22e5e82ed9781d053ce7ec542ea0107af78e8a
|
3 |
+
size 14244
|
checkpoint-10020/scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:71ae05b0103f90146ce39046375ae878319f4c7d09227e8bc0c984a5fcb5bda2
|
3 |
+
size 1064
|
checkpoint-10020/trainer_state.json
ADDED
@@ -0,0 +1,139 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": null,
|
3 |
+
"best_model_checkpoint": null,
|
4 |
+
"epoch": 5.0,
|
5 |
+
"eval_steps": 500,
|
6 |
+
"global_step": 10020,
|
7 |
+
"is_hyper_param_search": false,
|
8 |
+
"is_local_process_zero": true,
|
9 |
+
"is_world_process_zero": true,
|
10 |
+
"log_history": [
|
11 |
+
{
|
12 |
+
"epoch": 0.25,
|
13 |
+
"learning_rate": 4.9800000000000004e-05,
|
14 |
+
"loss": 0.0373,
|
15 |
+
"step": 500
|
16 |
+
},
|
17 |
+
{
|
18 |
+
"epoch": 0.5,
|
19 |
+
"learning_rate": 4.9663165247662615e-05,
|
20 |
+
"loss": 0.0614,
|
21 |
+
"step": 1000
|
22 |
+
},
|
23 |
+
{
|
24 |
+
"epoch": 0.75,
|
25 |
+
"learning_rate": 4.865640637350898e-05,
|
26 |
+
"loss": 0.0588,
|
27 |
+
"step": 1500
|
28 |
+
},
|
29 |
+
{
|
30 |
+
"epoch": 1.0,
|
31 |
+
"learning_rate": 4.700706468751901e-05,
|
32 |
+
"loss": 0.0661,
|
33 |
+
"step": 2000
|
34 |
+
},
|
35 |
+
{
|
36 |
+
"epoch": 1.25,
|
37 |
+
"learning_rate": 4.475994152602118e-05,
|
38 |
+
"loss": 0.0515,
|
39 |
+
"step": 2500
|
40 |
+
},
|
41 |
+
{
|
42 |
+
"epoch": 1.5,
|
43 |
+
"learning_rate": 4.197607586073667e-05,
|
44 |
+
"loss": 0.0518,
|
45 |
+
"step": 3000
|
46 |
+
},
|
47 |
+
{
|
48 |
+
"epoch": 1.75,
|
49 |
+
"learning_rate": 3.8731086287268264e-05,
|
50 |
+
"loss": 0.052,
|
51 |
+
"step": 3500
|
52 |
+
},
|
53 |
+
{
|
54 |
+
"epoch": 2.0,
|
55 |
+
"learning_rate": 3.511311698489561e-05,
|
56 |
+
"loss": 0.0506,
|
57 |
+
"step": 4000
|
58 |
+
},
|
59 |
+
{
|
60 |
+
"epoch": 2.25,
|
61 |
+
"learning_rate": 3.1228433624560175e-05,
|
62 |
+
"loss": 0.0383,
|
63 |
+
"step": 4500
|
64 |
+
},
|
65 |
+
{
|
66 |
+
"epoch": 2.5,
|
67 |
+
"learning_rate": 2.7175240839918063e-05,
|
68 |
+
"loss": 0.0409,
|
69 |
+
"step": 5000
|
70 |
+
},
|
71 |
+
{
|
72 |
+
"epoch": 2.74,
|
73 |
+
"learning_rate": 2.3054972130358894e-05,
|
74 |
+
"loss": 0.0372,
|
75 |
+
"step": 5500
|
76 |
+
},
|
77 |
+
{
|
78 |
+
"epoch": 2.99,
|
79 |
+
"learning_rate": 1.8987536529000545e-05,
|
80 |
+
"loss": 0.0349,
|
81 |
+
"step": 6000
|
82 |
+
},
|
83 |
+
{
|
84 |
+
"epoch": 3.24,
|
85 |
+
"learning_rate": 1.5083418450272521e-05,
|
86 |
+
"loss": 0.0246,
|
87 |
+
"step": 6500
|
88 |
+
},
|
89 |
+
{
|
90 |
+
"epoch": 3.49,
|
91 |
+
"learning_rate": 1.1455599648308674e-05,
|
92 |
+
"loss": 0.0232,
|
93 |
+
"step": 7000
|
94 |
+
},
|
95 |
+
{
|
96 |
+
"epoch": 3.74,
|
97 |
+
"learning_rate": 8.188115868146839e-06,
|
98 |
+
"loss": 0.0255,
|
99 |
+
"step": 7500
|
100 |
+
},
|
101 |
+
{
|
102 |
+
"epoch": 3.99,
|
103 |
+
"learning_rate": 5.377296029546741e-06,
|
104 |
+
"loss": 0.0236,
|
105 |
+
"step": 8000
|
106 |
+
},
|
107 |
+
{
|
108 |
+
"epoch": 4.24,
|
109 |
+
"learning_rate": 3.1034708332441433e-06,
|
110 |
+
"loss": 0.0154,
|
111 |
+
"step": 8500
|
112 |
+
},
|
113 |
+
{
|
114 |
+
"epoch": 4.49,
|
115 |
+
"learning_rate": 1.4193117617159691e-06,
|
116 |
+
"loss": 0.0195,
|
117 |
+
"step": 9000
|
118 |
+
},
|
119 |
+
{
|
120 |
+
"epoch": 4.74,
|
121 |
+
"learning_rate": 3.756787580085019e-07,
|
122 |
+
"loss": 0.0224,
|
123 |
+
"step": 9500
|
124 |
+
},
|
125 |
+
{
|
126 |
+
"epoch": 4.99,
|
127 |
+
"learning_rate": 9.201950512210955e-10,
|
128 |
+
"loss": 0.0249,
|
129 |
+
"step": 10000
|
130 |
+
}
|
131 |
+
],
|
132 |
+
"logging_steps": 500,
|
133 |
+
"max_steps": 10020,
|
134 |
+
"num_train_epochs": 5,
|
135 |
+
"save_steps": 500,
|
136 |
+
"total_flos": 8.494405705116672e+16,
|
137 |
+
"trial_name": null,
|
138 |
+
"trial_params": null
|
139 |
+
}
|
checkpoint-10020/training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:34f5690b2a5603554c13f29c439ae2d9aa25bbf66bfb42a129aa8aa35ad4b2c1
|
3 |
+
size 4664
|
classification_report.json
ADDED
@@ -0,0 +1 @@
|
|
|
|
|
1 |
+
{"0": {"precision": 0.9945378666993986, "recall": 0.9946599558065308, "f1-score": 0.994598907506291, "support": 16292}, "1": {"precision": 0.994482496194825, "recall": 0.9943563728598604, "f1-score": 0.9944194305282515, "support": 15770}, "accuracy": 0.9945106356434409, "macro avg": {"precision": 0.9945101814471118, "recall": 0.9945081643331957, "f1-score": 0.9945091690172713, "support": 32062}, "weighted avg": {"precision": 0.9945106321894764, "recall": 0.9945106356434409, "f1-score": 0.9945106300456309, "support": 32062}}
|
config.json
ADDED
@@ -0,0 +1,28 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"_name_or_path": "distilroberta-base",
|
3 |
+
"architectures": [
|
4 |
+
"RobertaForSequenceClassification"
|
5 |
+
],
|
6 |
+
"attention_probs_dropout_prob": 0.1,
|
7 |
+
"bos_token_id": 0,
|
8 |
+
"classifier_dropout": null,
|
9 |
+
"eos_token_id": 2,
|
10 |
+
"hidden_act": "gelu",
|
11 |
+
"hidden_dropout_prob": 0.1,
|
12 |
+
"hidden_size": 768,
|
13 |
+
"initializer_range": 0.02,
|
14 |
+
"intermediate_size": 3072,
|
15 |
+
"layer_norm_eps": 1e-05,
|
16 |
+
"max_position_embeddings": 514,
|
17 |
+
"model_type": "roberta",
|
18 |
+
"num_attention_heads": 12,
|
19 |
+
"num_hidden_layers": 6,
|
20 |
+
"pad_token_id": 1,
|
21 |
+
"position_embedding_type": "absolute",
|
22 |
+
"problem_type": "single_label_classification",
|
23 |
+
"torch_dtype": "float32",
|
24 |
+
"transformers_version": "4.35.0",
|
25 |
+
"type_vocab_size": 1,
|
26 |
+
"use_cache": true,
|
27 |
+
"vocab_size": 50265
|
28 |
+
}
|
confusion_matrix.png
ADDED
![]() |
detailed_confusion_matrix.png
ADDED
![]() |
fold_results.json
ADDED
@@ -0,0 +1,67 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"0": {
|
3 |
+
"eval_loss": 0.40148600935935974,
|
4 |
+
"eval_precision": 0.8656669790690409,
|
5 |
+
"eval_recall": 0.8785111914273033,
|
6 |
+
"eval_acc": 0.8731871627732901,
|
7 |
+
"eval_mcc": 0.746447037107958,
|
8 |
+
"eval_f1": 0.8720417925478348,
|
9 |
+
"eval_auc": 0.9394272614942787,
|
10 |
+
"eval_runtime": 90.2981,
|
11 |
+
"eval_samples_per_second": 355.079,
|
12 |
+
"eval_steps_per_second": 5.548,
|
13 |
+
"epoch": 5.0
|
14 |
+
},
|
15 |
+
"1": {
|
16 |
+
"eval_loss": 0.2502449154853821,
|
17 |
+
"eval_precision": 0.9276957718288716,
|
18 |
+
"eval_recall": 0.9405199746353836,
|
19 |
+
"eval_acc": 0.9346890399850291,
|
20 |
+
"eval_mcc": 0.8694527772027904,
|
21 |
+
"eval_f1": 0.934063857925562,
|
22 |
+
"eval_auc": 0.9791706185357555,
|
23 |
+
"eval_runtime": 92.8544,
|
24 |
+
"eval_samples_per_second": 345.293,
|
25 |
+
"eval_steps_per_second": 5.396,
|
26 |
+
"epoch": 5.0
|
27 |
+
},
|
28 |
+
"2": {
|
29 |
+
"eval_loss": 0.06282494217157364,
|
30 |
+
"eval_precision": 0.9808663803990907,
|
31 |
+
"eval_recall": 0.9849714648065948,
|
32 |
+
"eval_acc": 0.9831576320878298,
|
33 |
+
"eval_mcc": 0.9663167846706998,
|
34 |
+
"eval_f1": 0.9829146364614314,
|
35 |
+
"eval_auc": 0.9976812207025214,
|
36 |
+
"eval_runtime": 93.3536,
|
37 |
+
"eval_samples_per_second": 343.447,
|
38 |
+
"eval_steps_per_second": 5.367,
|
39 |
+
"epoch": 5.0
|
40 |
+
},
|
41 |
+
"3": {
|
42 |
+
"eval_loss": 0.031204670667648315,
|
43 |
+
"eval_precision": 0.9902593295382669,
|
44 |
+
"eval_recall": 0.9927710843373494,
|
45 |
+
"eval_acc": 0.9916411951843304,
|
46 |
+
"eval_mcc": 0.9832816995905711,
|
47 |
+
"eval_f1": 0.9915136162127929,
|
48 |
+
"eval_auc": 0.9993127931888565,
|
49 |
+
"eval_runtime": 93.9085,
|
50 |
+
"eval_samples_per_second": 341.418,
|
51 |
+
"eval_steps_per_second": 5.335,
|
52 |
+
"epoch": 5.0
|
53 |
+
},
|
54 |
+
"4": {
|
55 |
+
"eval_loss": 0.021965384483337402,
|
56 |
+
"eval_precision": 0.994482496194825,
|
57 |
+
"eval_recall": 0.9943563728598604,
|
58 |
+
"eval_acc": 0.9945106356434409,
|
59 |
+
"eval_mcc": 0.9890183457782504,
|
60 |
+
"eval_f1": 0.9944194305282515,
|
61 |
+
"eval_auc": 0.9996556930812918,
|
62 |
+
"eval_runtime": 97.5799,
|
63 |
+
"eval_samples_per_second": 328.572,
|
64 |
+
"eval_steps_per_second": 5.134,
|
65 |
+
"epoch": 5.0
|
66 |
+
}
|
67 |
+
}
|
metrics.json
ADDED
@@ -0,0 +1 @@
|
|
|
|
|
1 |
+
{"precision": 0.994482496194825, "recall": 0.9943563728598604, "acc": 0.9945106356434409, "mcc": 0.9890183457782504, "f1": 0.9944194305282515, "auc": 0.9996556930812918}
|
metrics_all_fold.json
ADDED
@@ -0,0 +1,44 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"precision": [
|
3 |
+
0.8656669790690409,
|
4 |
+
0.9276957718288716,
|
5 |
+
0.9808663803990907,
|
6 |
+
0.9902593295382669,
|
7 |
+
0.994482496194825
|
8 |
+
],
|
9 |
+
"recall": [
|
10 |
+
0.8785111914273033,
|
11 |
+
0.9405199746353836,
|
12 |
+
0.9849714648065948,
|
13 |
+
0.9927710843373494,
|
14 |
+
0.9943563728598604
|
15 |
+
],
|
16 |
+
"f1": [
|
17 |
+
0.8720417925478348,
|
18 |
+
0.934063857925562,
|
19 |
+
0.9829146364614314,
|
20 |
+
0.9915136162127929,
|
21 |
+
0.9944194305282515
|
22 |
+
],
|
23 |
+
"auc": [
|
24 |
+
0.9394272614942787,
|
25 |
+
0.9791706185357555,
|
26 |
+
0.9976812207025214,
|
27 |
+
0.9993127931888565,
|
28 |
+
0.9996556930812918
|
29 |
+
],
|
30 |
+
"acc": [
|
31 |
+
0.8731871627732901,
|
32 |
+
0.9346890399850291,
|
33 |
+
0.9831576320878298,
|
34 |
+
0.9916411951843304,
|
35 |
+
0.9945106356434409
|
36 |
+
],
|
37 |
+
"mcc": [
|
38 |
+
0.746447037107958,
|
39 |
+
0.8694527772027904,
|
40 |
+
0.9663167846706998,
|
41 |
+
0.9832816995905711,
|
42 |
+
0.9890183457782504
|
43 |
+
]
|
44 |
+
}
|
metrics_ci_bounds.json
ADDED
@@ -0,0 +1,26 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"precision": {
|
3 |
+
"ci_lower": 0.8833738830452595,
|
4 |
+
"ci_upper": 1.0202144997667784
|
5 |
+
},
|
6 |
+
"recall": {
|
7 |
+
"ci_lower": 0.8965100687138844,
|
8 |
+
"ci_upper": 1.0199419665127125
|
9 |
+
},
|
10 |
+
"f1": {
|
11 |
+
"ci_lower": 0.8899164899500339,
|
12 |
+
"ci_upper": 1.0200648435203152
|
13 |
+
},
|
14 |
+
"auc": {
|
15 |
+
"ci_lower": 0.9509560876310184,
|
16 |
+
"ci_upper": 1.0151429471700633
|
17 |
+
},
|
18 |
+
"acc": {
|
19 |
+
"ci_lower": 0.8909140788106023,
|
20 |
+
"ci_upper": 1.019960187458966
|
21 |
+
},
|
22 |
+
"mcc": {
|
23 |
+
"ci_lower": 0.7819027817722539,
|
24 |
+
"ci_upper": 1.0399038759678538
|
25 |
+
}
|
26 |
+
}
|
metrics_mean.json
ADDED
@@ -0,0 +1,8 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"precision": 0.951794191406019,
|
3 |
+
"recall": 0.9582260176132984,
|
4 |
+
"f1": 0.9549906667351745,
|
5 |
+
"auc": 0.9830495174005408,
|
6 |
+
"acc": 0.9554371331347842,
|
7 |
+
"mcc": 0.9109033288700539
|
8 |
+
}
|
metrics_std.json
ADDED
@@ -0,0 +1,8 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"precision": 0.05510372247221357,
|
3 |
+
"recall": 0.04970422673822744,
|
4 |
+
"f1": 0.0524088456130476,
|
5 |
+
"auc": 0.02584711308047101,
|
6 |
+
"acc": 0.05196498764361626,
|
7 |
+
"mcc": 0.10389328134214777
|
8 |
+
}
|
metrics_visualisation.png
ADDED
![]() |
model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:99d90de7783c499123fe65e335d2cde00dd1a30a1100aef423f0e83cfe1db8a6
|
3 |
+
size 328492280
|
precision_recall_curve.png
ADDED
![]() |
reduced_main_data.csv
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:fd150f0b5bda48f425f8e1b9f4696b7ea437ff7ecda7e84d25dd31c55c0880f0
|
3 |
+
size 849480006
|
roc_curve.png
ADDED
![]() |
test_data_for_future_evaluation.csv
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:733dfa5955db9e10d260c78dfecbfb7fafc9b6a8d37eeefdf724910a8cb5f224
|
3 |
+
size 157560896
|
test_top_repo_data.csv
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:4fe77360c0dd488094d463febe66cedd8a64e4d29c9124ab100df829aed41804
|
3 |
+
size 50939436
|
top_repo_data.csv
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:295d7828a30a1ba76e323db3766d15240b86799484e5d4b2f82cd9f1bd394b2c
|
3 |
+
size 40098789
|
tracker_carbon_statistics.json
ADDED
@@ -0,0 +1,33 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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": 64,
|
8 |
+
"cpu_energy": 0.34489881885688994,
|
9 |
+
"cpu_model": "AMD EPYC 7282 16-Core Processor",
|
10 |
+
"cpu_power": 7.064653799305303,
|
11 |
+
"duration": 26893.03911614418,
|
12 |
+
"emissions": 0.30508717075751984,
|
13 |
+
"emissions_rate": 1.134446610663548e-05,
|
14 |
+
"energy_consumed": 11.073944492105984,
|
15 |
+
"gpu_count": 8,
|
16 |
+
"gpu_energy": 10.0258240095417,
|
17 |
+
"gpu_model": "8 x NVIDIA GeForce RTX 2080 Ti",
|
18 |
+
"gpu_power": 1448.943161731065,
|
19 |
+
"latitude": 59.955,
|
20 |
+
"longitude": 10.859,
|
21 |
+
"on_cloud": "N",
|
22 |
+
"os": "Linux-4.18.0-513.9.1.el8_9.x86_64-x86_64-with-glibc2.28",
|
23 |
+
"project_name": "codecarbon",
|
24 |
+
"pue": 1.0,
|
25 |
+
"python_version": "3.10.8",
|
26 |
+
"ram_energy": 0.7032216637073923,
|
27 |
+
"ram_power": 94.2059955596924,
|
28 |
+
"ram_total_size": 251.2159881591797,
|
29 |
+
"region": "oslo county",
|
30 |
+
"run_id": "11e5a3b1-897b-4727-953f-800b88c69faa",
|
31 |
+
"timestamp": "2024-03-06T21:15:39",
|
32 |
+
"tracking_mode": "machine"
|
33 |
+
}
|
training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:34f5690b2a5603554c13f29c439ae2d9aa25bbf66bfb42a129aa8aa35ad4b2c1
|
3 |
+
size 4664
|