End of training
Browse files- all_results.json +57 -0
- cf.png +2 -2
- cf.txt +13 -13
- class_report.txt +12 -12
- eval_results.json +52 -0
- train_results.json +8 -0
- trainer_state.json +1659 -0
all_results.json
ADDED
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{
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"epoch": 20.0,
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| 3 |
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"eval_accuracy": 0.7174919288964954,
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| 4 |
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"eval_b_acc": 0.5922441662751627,
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| 5 |
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"eval_f1": 0.6044590611069319,
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| 6 |
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"eval_f1_amusement": 0.7758887171561051,
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| 7 |
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"eval_f1_anger": 0.6287453183520598,
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| 8 |
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"eval_f1_anxiety": 0.46457062412013134,
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| 9 |
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"eval_f1_disgust": 0.458955223880597,
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| 10 |
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"eval_f1_fear": 0.6414618777567738,
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| 11 |
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"eval_f1_guilt": 0.7824497257769653,
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| 12 |
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"eval_f1_joy": 0.6979761789483877,
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| 13 |
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"eval_f1_love": 0.6258706467661691,
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| 14 |
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"eval_f1_neutral": 0.8329068334754999,
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| 15 |
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"eval_f1_optimism": 0.6506024096385542,
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| 16 |
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"eval_f1_pessimism": 0.18518518518518517,
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| 17 |
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"eval_f1_sadness": 0.6407812136712393,
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| 18 |
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"eval_f1_surprise": 0.47257383966244726,
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| 19 |
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"eval_loss": 0.7875967025756836,
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| 20 |
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"eval_prec": 0.6298386750533269,
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| 21 |
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"eval_prec_amusement": 0.7296511627906976,
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| 22 |
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"eval_prec_anger": 0.6146453089244851,
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| 23 |
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"eval_prec_anxiety": 0.4419642857142857,
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| 24 |
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"eval_prec_disgust": 0.48046875,
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| 25 |
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"eval_prec_fear": 0.6953551912568307,
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| 26 |
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"eval_prec_guilt": 0.7911275415896488,
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"eval_prec_joy": 0.6497205696773031,
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| 28 |
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"eval_prec_love": 0.6545265348595213,
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"eval_prec_neutral": 0.840956937799043,
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"eval_prec_optimism": 0.722753346080306,
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"eval_prec_pessimism": 0.35714285714285715,
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| 32 |
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"eval_prec_sadness": 0.6718673817649927,
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| 33 |
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"eval_prec_surprise": 0.5377229080932785,
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| 34 |
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"eval_recall": 0.5922441662751627,
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| 35 |
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"eval_recall_amusement": 0.8283828382838284,
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"eval_recall_anger": 0.6435074269286056,
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| 37 |
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"eval_recall_anxiety": 0.4896142433234421,
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| 38 |
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"eval_recall_disgust": 0.4392857142857143,
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| 39 |
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"eval_recall_fear": 0.5953216374269006,
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"eval_recall_guilt": 0.7739602169981917,
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| 41 |
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"eval_recall_joy": 0.7539748953974895,
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| 42 |
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"eval_recall_love": 0.5996186844613918,
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"eval_recall_neutral": 0.825009387908374,
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"eval_recall_optimism": 0.5915492957746479,
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| 45 |
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"eval_recall_pessimism": 0.125,
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"eval_recall_sadness": 0.6124444444444445,
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"eval_recall_surprise": 0.421505376344086,
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| 48 |
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"eval_runtime": 54.534,
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"eval_samples": 25709,
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| 50 |
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"eval_samples_per_second": 471.43,
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| 51 |
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"eval_steps_per_second": 7.372,
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| 52 |
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"train_loss": 0.7902637121074564,
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| 53 |
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"train_runtime": 21939.9617,
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"train_samples": 224649,
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"train_samples_per_second": 204.785,
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"train_steps_per_second": 1.601
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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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@@ -1,13 +1,13 @@
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8.
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class_report.txt
CHANGED
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@@ -1,18 +1,18 @@
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| 1 |
precision recall f1-score support
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| 2 |
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| 3 |
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0amusement 0.
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| 4 |
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1anger 0.
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| 5 |
-
2anxiety 0.
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| 6 |
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3disgust 0.
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| 7 |
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4fear 0.
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| 8 |
5guilt 0.79 0.77 0.78 553
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| 9 |
-
6joy 0.
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| 10 |
-
7love 0.
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| 11 |
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8neutral 0.
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| 12 |
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9optimism 0.72 0.
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| 13 |
-
10pessimism 0.
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| 14 |
-
11sadness 0.
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| 15 |
-
12surprise 0.
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| 16 |
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| 17 |
accuracy 0.72 25709
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| 18 |
macro avg 0.63 0.59 0.60 25709
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| 1 |
precision recall f1-score support
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| 2 |
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| 3 |
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0amusement 0.73 0.83 0.78 303
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| 4 |
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1anger 0.61 0.64 0.63 2087
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| 5 |
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2anxiety 0.44 0.49 0.46 1011
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| 6 |
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3disgust 0.48 0.44 0.46 560
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| 7 |
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4fear 0.70 0.60 0.64 855
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| 8 |
5guilt 0.79 0.77 0.78 553
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| 9 |
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6joy 0.65 0.75 0.70 4780
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| 10 |
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7love 0.65 0.60 0.63 1049
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| 11 |
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8neutral 0.84 0.83 0.83 10652
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| 12 |
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9optimism 0.72 0.59 0.65 639
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| 13 |
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10pessimism 0.36 0.12 0.19 40
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| 14 |
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11sadness 0.67 0.61 0.64 2250
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| 15 |
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12surprise 0.54 0.42 0.47 930
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| 16 |
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| 17 |
accuracy 0.72 25709
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| 18 |
macro avg 0.63 0.59 0.60 25709
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eval_results.json
ADDED
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{
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"epoch": 20.0,
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| 3 |
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"eval_accuracy": 0.7174919288964954,
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| 4 |
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"eval_b_acc": 0.5922441662751627,
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| 5 |
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"eval_f1": 0.6044590611069319,
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| 6 |
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"eval_f1_amusement": 0.7758887171561051,
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| 7 |
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"eval_f1_anger": 0.6287453183520598,
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| 8 |
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"eval_f1_anxiety": 0.46457062412013134,
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"eval_f1_disgust": 0.458955223880597,
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| 10 |
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"eval_f1_guilt": 0.7824497257769653,
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"eval_f1_joy": 0.6979761789483877,
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| 13 |
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"eval_f1_love": 0.6258706467661691,
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| 14 |
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"eval_f1_neutral": 0.8329068334754999,
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| 15 |
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"eval_f1_optimism": 0.6506024096385542,
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| 16 |
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"eval_f1_pessimism": 0.18518518518518517,
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| 17 |
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"eval_f1_sadness": 0.6407812136712393,
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| 18 |
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"eval_f1_surprise": 0.47257383966244726,
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| 19 |
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"eval_loss": 0.7875967025756836,
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| 20 |
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"eval_prec": 0.6298386750533269,
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| 21 |
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"eval_prec_amusement": 0.7296511627906976,
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| 22 |
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"eval_prec_anger": 0.6146453089244851,
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| 23 |
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"eval_prec_anxiety": 0.4419642857142857,
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| 24 |
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"eval_prec_disgust": 0.48046875,
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| 25 |
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"eval_prec_fear": 0.6953551912568307,
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| 26 |
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"eval_prec_guilt": 0.7911275415896488,
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| 27 |
+
"eval_prec_joy": 0.6497205696773031,
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| 28 |
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"eval_prec_love": 0.6545265348595213,
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| 29 |
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"eval_prec_neutral": 0.840956937799043,
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| 30 |
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"eval_prec_optimism": 0.722753346080306,
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| 31 |
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"eval_prec_pessimism": 0.35714285714285715,
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| 32 |
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"eval_prec_sadness": 0.6718673817649927,
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| 33 |
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"eval_prec_surprise": 0.5377229080932785,
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| 34 |
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"eval_recall": 0.5922441662751627,
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| 35 |
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"eval_recall_amusement": 0.8283828382838284,
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| 36 |
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"eval_recall_anger": 0.6435074269286056,
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| 37 |
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"eval_recall_anxiety": 0.4896142433234421,
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| 38 |
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| 39 |
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| 40 |
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"eval_recall_guilt": 0.7739602169981917,
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| 41 |
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"eval_recall_joy": 0.7539748953974895,
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| 42 |
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"eval_recall_love": 0.5996186844613918,
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| 43 |
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"eval_recall_neutral": 0.825009387908374,
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| 44 |
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"eval_recall_optimism": 0.5915492957746479,
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| 45 |
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"eval_recall_pessimism": 0.125,
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| 46 |
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| 47 |
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"eval_recall_surprise": 0.421505376344086,
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| 48 |
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"eval_runtime": 54.534,
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| 49 |
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"eval_samples": 25709,
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| 50 |
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"eval_samples_per_second": 471.43,
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| 51 |
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"eval_steps_per_second": 7.372
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}
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train_results.json
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{
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"epoch": 20.0,
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"train_loss": 0.7902637121074564,
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| 4 |
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"train_runtime": 21939.9617,
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| 5 |
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"train_samples": 224649,
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| 6 |
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"train_samples_per_second": 204.785,
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| 7 |
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"train_steps_per_second": 1.601
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}
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trainer_state.json
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| 1 |
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| 10 |
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