End of training
Browse files- all_results.json +40 -0
- cf.png +2 -2
- cf.txt +7 -7
- class_report.txt +8 -8
- eval_results.json +35 -0
- train_results.json +8 -0
- trainer_state.json +1284 -0
all_results.json
ADDED
|
@@ -0,0 +1,40 @@
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{
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"epoch": 15.0,
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| 3 |
+
"eval_accuracy": 0.7630963972736124,
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| 4 |
+
"eval_b_acc": 0.6053830892588602,
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| 5 |
+
"eval_f1": 0.6276991641576467,
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| 6 |
+
"eval_f1_anger": 0.6168702073274639,
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| 7 |
+
"eval_f1_disgust": 0.43303571428571425,
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| 8 |
+
"eval_f1_fear": 0.638801261829653,
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| 9 |
+
"eval_f1_joy": 0.7379285799027169,
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| 10 |
+
"eval_f1_neutral": 0.8519039622384605,
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| 11 |
+
"eval_f1_sadness": 0.6683630195080577,
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| 12 |
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"eval_f1_surprise": 0.44699140401146126,
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| 13 |
+
"eval_loss": 0.6577332019805908,
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| 14 |
+
"eval_micro_f1": 0.7630963972736124,
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| 15 |
+
"eval_prec": 0.6548174460459298,
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| 16 |
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"eval_prec_anger": 0.6339754816112084,
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| 17 |
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"eval_prec_disgust": 0.46411483253588515,
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| 18 |
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"eval_prec_fear": 0.6923076923076923,
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| 19 |
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"eval_prec_joy": 0.7441971763579803,
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| 20 |
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"eval_prec_neutral": 0.8246199806695369,
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| 21 |
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"eval_prec_sadness": 0.7163636363636363,
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| 22 |
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"eval_prec_surprise": 0.50814332247557,
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| 23 |
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"eval_recall": 0.6053830892588602,
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| 24 |
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"eval_recall_anger": 0.6006637168141593,
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| 25 |
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"eval_recall_disgust": 0.40585774058577406,
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| 26 |
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"eval_recall_fear": 0.5929721815519766,
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| 27 |
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"eval_recall_joy": 0.731764705882353,
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| 28 |
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"eval_recall_neutral": 0.8810552009012392,
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| 29 |
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"eval_recall_sadness": 0.6263910969793323,
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| 30 |
+
"eval_recall_surprise": 0.3989769820971867,
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| 31 |
+
"eval_runtime": 52.7414,
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| 32 |
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"eval_samples": 20540,
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| 33 |
+
"eval_samples_per_second": 389.447,
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| 34 |
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"eval_steps_per_second": 24.345,
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| 35 |
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"train_loss": 0.6400373776102771,
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| 36 |
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"train_runtime": 15988.8097,
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| 37 |
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"train_samples": 187524,
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| 38 |
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"train_samples_per_second": 175.927,
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| 39 |
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"train_steps_per_second": 1.374
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| 40 |
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}
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cf.png
CHANGED
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Git LFS Details
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Git LFS Details
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cf.txt
CHANGED
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@@ -1,7 +1,7 @@
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| 1 |
-
6.
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6.
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2.
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5.
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6.006637168141593097e-01 3.705752212389380740e-02 2.488938053097345185e-02 5.088495575221239214e-02 2.212389380530973559e-01 3.871681415929203313e-02 2.654867256637168105e-02
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| 2 |
+
2.175732217573221883e-01 4.058577405857740628e-01 5.020920502092050125e-02 6.485355648535565121e-02 1.066945606694560678e-01 1.297071129707113024e-01 2.510460251046025063e-02
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| 3 |
+
6.588579795021962116e-02 2.196193265007320705e-02 5.929721815519766182e-01 5.270863836017569692e-02 1.625183016105417322e-01 4.538799414348462791e-02 5.856515373352855214e-02
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| 4 |
+
1.882352941176470423e-02 4.235294117647058453e-03 5.176470588235294532e-03 7.317647058823529838e-01 2.021176470588235408e-01 2.094117647058823389e-02 1.694117647058823381e-02
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| 5 |
+
2.412692452121667150e-02 4.787833270747277915e-03 2.722493428464138176e-03 6.111528351483289795e-02 8.810552009012392327e-01 1.624108148704468679e-02 9.951182876455126614e-03
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| 6 |
+
5.352411234764176129e-02 3.179650238473767654e-02 2.066772655007948975e-02 6.200317965023847272e-02 1.928987811340752423e-01 6.263910969793322625e-01 1.271860095389507235e-02
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| 7 |
+
5.115089514066496063e-02 1.662404092071611411e-02 2.685421994884910554e-02 1.815856777493606022e-01 2.698209718670076529e-01 5.498721227621483632e-02 3.989769820971866832e-01
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class_report.txt
CHANGED
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@@ -1,13 +1,13 @@
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| 1 |
precision recall f1-score support
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| 2 |
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| 3 |
-
0anger 0.63 0.
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| 4 |
-
1disgust 0.
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| 5 |
-
2fear 0.
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| 6 |
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3joy 0.
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| 7 |
-
4neutral 0.
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| 8 |
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5sadness 0.
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| 9 |
-
6surprise 0.51 0.
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| 10 |
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| 11 |
accuracy 0.76 20540
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| 12 |
-
macro avg 0.
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| 13 |
weighted avg 0.76 0.76 0.76 20540
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| 1 |
precision recall f1-score support
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| 2 |
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| 3 |
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0anger 0.63 0.60 0.62 1808
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| 4 |
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1disgust 0.46 0.41 0.43 478
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| 5 |
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2fear 0.69 0.59 0.64 683
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| 6 |
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3joy 0.74 0.73 0.74 4250
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| 7 |
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4neutral 0.82 0.88 0.85 10652
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| 8 |
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5sadness 0.72 0.63 0.67 1887
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| 9 |
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6surprise 0.51 0.40 0.45 782
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| 10 |
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| 11 |
accuracy 0.76 20540
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| 12 |
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macro avg 0.65 0.61 0.63 20540
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| 13 |
weighted avg 0.76 0.76 0.76 20540
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eval_results.json
ADDED
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@@ -0,0 +1,35 @@
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{
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| 2 |
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"epoch": 15.0,
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| 3 |
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"eval_accuracy": 0.7630963972736124,
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| 4 |
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"eval_b_acc": 0.6053830892588602,
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| 5 |
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"eval_f1": 0.6276991641576467,
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| 6 |
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"eval_f1_anger": 0.6168702073274639,
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| 7 |
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"eval_f1_disgust": 0.43303571428571425,
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| 8 |
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"eval_f1_fear": 0.638801261829653,
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| 9 |
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"eval_f1_joy": 0.7379285799027169,
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| 10 |
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"eval_f1_neutral": 0.8519039622384605,
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| 11 |
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"eval_f1_sadness": 0.6683630195080577,
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| 12 |
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"eval_f1_surprise": 0.44699140401146126,
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| 13 |
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"eval_loss": 0.6577332019805908,
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| 14 |
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"eval_micro_f1": 0.7630963972736124,
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| 15 |
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"eval_prec": 0.6548174460459298,
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| 16 |
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"eval_prec_anger": 0.6339754816112084,
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| 17 |
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"eval_prec_disgust": 0.46411483253588515,
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| 18 |
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"eval_prec_fear": 0.6923076923076923,
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| 19 |
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"eval_prec_joy": 0.7441971763579803,
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| 20 |
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"eval_prec_neutral": 0.8246199806695369,
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| 21 |
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"eval_prec_sadness": 0.7163636363636363,
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| 22 |
+
"eval_prec_surprise": 0.50814332247557,
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| 23 |
+
"eval_recall": 0.6053830892588602,
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| 24 |
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"eval_recall_anger": 0.6006637168141593,
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| 25 |
+
"eval_recall_disgust": 0.40585774058577406,
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| 26 |
+
"eval_recall_fear": 0.5929721815519766,
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| 27 |
+
"eval_recall_joy": 0.731764705882353,
|
| 28 |
+
"eval_recall_neutral": 0.8810552009012392,
|
| 29 |
+
"eval_recall_sadness": 0.6263910969793323,
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| 30 |
+
"eval_recall_surprise": 0.3989769820971867,
|
| 31 |
+
"eval_runtime": 52.7414,
|
| 32 |
+
"eval_samples": 20540,
|
| 33 |
+
"eval_samples_per_second": 389.447,
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| 34 |
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"eval_steps_per_second": 24.345
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| 35 |
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}
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train_results.json
ADDED
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@@ -0,0 +1,8 @@
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{
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| 2 |
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"epoch": 15.0,
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| 3 |
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"train_loss": 0.6400373776102771,
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| 4 |
+
"train_runtime": 15988.8097,
|
| 5 |
+
"train_samples": 187524,
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| 6 |
+
"train_samples_per_second": 175.927,
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| 7 |
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"train_steps_per_second": 1.374
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| 8 |
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}
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trainer_state.json
ADDED
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@@ -0,0 +1,1284 @@
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| 1 |
+
{
|
| 2 |
+
"best_metric": 0.6276991641576467,
|
| 3 |
+
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