fneuralspace-reverie/indic-transformers-bn-bert

neuralspace-reverie/indic-transformers-bn-bert/checkpoint-9000/optimizer.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5ad86c9a8442206cd4d73e09573ad29f95b04d9f3bd8b6dcfa511a441bcebc66
+size 1071278309

neuralspace-reverie/indic-transformers-bn-bert/checkpoint-9000/pytorch_model.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8d76112cfff44ca000c9db28a9de824b22d8103ed3774a1221d1b4e9bd12b649
+size 538021165

neuralspace-reverie/indic-transformers-bn-bert/checkpoint-9000/rng_state.pth

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:68209be3febbde2507e5520fcf993ad8a03c411182d39984b191c3736c196da8
+size 14503

neuralspace-reverie/indic-transformers-bn-bert/checkpoint-9000/scheduler.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8d0136df0ad069a08a05f25d685040aaa55e285b8bc5be474bdbea8e8fc088f4
+size 623

neuralspace-reverie/indic-transformers-bn-bert/checkpoint-9000/special_tokens_map.json

@@ -0,0 +1 @@
+{"unk_token": "[UNK]", "sep_token": "[SEP]", "pad_token": "[PAD]", "cls_token": "[CLS]", "mask_token": "[MASK]"}

neuralspace-reverie/indic-transformers-bn-bert/checkpoint-9000/tokenizer_config.json

@@ -0,0 +1 @@
+{"do_lower_case": true, "do_basic_tokenize": true, "never_split": null, "unk_token": "[UNK]", "sep_token": "[SEP]", "pad_token": "[PAD]", "cls_token": "[CLS]", "mask_token": "[MASK]", "tokenize_chinese_chars": true, "strip_accents": null, "special_tokens_map_file": null, "tokenizer_file": null, "name_or_path": "neuralspace-reverie/indic-transformers-bn-bert", "tokenizer_class": "BertTokenizer"}

neuralspace-reverie/indic-transformers-bn-bert/checkpoint-9000/trainer_state.json

@@ -0,0 +1,136 @@
+{
+  "best_metric": 0.697286012526096,
+  "best_model_checkpoint": "./clickbait_identification/neuralspace-reverie/indic-transformers-bn-bert/checkpoint-9000",
+  "epoch": 2.9742233972240584,
+  "global_step": 9000,
+  "is_hyper_param_search": false,
+  "is_local_process_zero": true,
+  "is_world_process_zero": true,
+  "log_history": [
+    {
+      "epoch": 0.33,
+      "eval_accuracy": 0.7050520059435365,
+      "eval_f1": 0.3394342762063228,
+      "eval_loss": 0.6177501678466797,
+      "eval_precision": 0.75,
+      "eval_recall": 0.21935483870967742,
+      "eval_runtime": 13.8232,
+      "eval_samples_per_second": 97.372,
+      "eval_steps_per_second": 24.379,
+      "step": 1000
+    },
+    {
+      "epoch": 0.66,
+      "eval_accuracy": 0.7325408618127786,
+      "eval_f1": 0.649805447470817,
+      "eval_loss": 0.5492623448371887,
+      "eval_precision": 0.5932504440497336,
+      "eval_recall": 0.7182795698924731,
+      "eval_runtime": 9.8486,
+      "eval_samples_per_second": 136.669,
+      "eval_steps_per_second": 34.218,
+      "step": 2000
+    },
+    {
+      "epoch": 0.99,
+      "eval_accuracy": 0.7436849925705795,
+      "eval_f1": 0.6532663316582915,
+      "eval_loss": 0.5419215559959412,
+      "eval_precision": 0.6132075471698113,
+      "eval_recall": 0.6989247311827957,
+      "eval_runtime": 9.858,
+      "eval_samples_per_second": 136.539,
+      "eval_steps_per_second": 34.185,
+      "step": 3000
+    },
+    {
+      "epoch": 1.0,
+      "learning_rate": 1.9e-05,
+      "loss": 0.6025,
+      "step": 3026
+    },
+    {
+      "epoch": 1.32,
+      "eval_accuracy": 0.7488855869242199,
+      "eval_f1": 0.6449579831932772,
+      "eval_loss": 0.5721648335456848,
+      "eval_precision": 0.6303901437371663,
+      "eval_recall": 0.6602150537634408,
+      "eval_runtime": 9.8509,
+      "eval_samples_per_second": 136.637,
+      "eval_steps_per_second": 34.21,
+      "step": 4000
+    },
+    {
+      "epoch": 1.65,
+      "eval_accuracy": 0.7533432392273403,
+      "eval_f1": 0.6686626746506986,
+      "eval_loss": 0.6436138153076172,
+      "eval_precision": 0.6238361266294227,
+      "eval_recall": 0.7204301075268817,
+      "eval_runtime": 9.8728,
+      "eval_samples_per_second": 136.334,
+      "eval_steps_per_second": 34.134,
+      "step": 5000
+    },
+    {
+      "epoch": 1.98,
+      "eval_accuracy": 0.7667161961367014,
+      "eval_f1": 0.676954732510288,
+      "eval_loss": 0.7949458360671997,
+      "eval_precision": 0.6489151873767258,
+      "eval_recall": 0.7075268817204301,
+      "eval_runtime": 9.8625,
+      "eval_samples_per_second": 136.477,
+      "eval_steps_per_second": 34.17,
+      "step": 6000
+    },
+    {
+      "epoch": 2.0,
+      "learning_rate": 1.8e-05,
+      "loss": 0.555,
+      "step": 6052
+    },
+    {
+      "epoch": 2.31,
+      "eval_accuracy": 0.7756315007429421,
+      "eval_f1": 0.6827731092436976,
+      "eval_loss": 0.8952506184577942,
+      "eval_precision": 0.6673511293634496,
+      "eval_recall": 0.6989247311827957,
+      "eval_runtime": 10.0369,
+      "eval_samples_per_second": 134.105,
+      "eval_steps_per_second": 33.576,
+      "step": 7000
+    },
+    {
+      "epoch": 2.64,
+      "eval_accuracy": 0.7347696879643388,
+      "eval_f1": 0.6709677419354838,
+      "eval_loss": 0.9306724071502686,
+      "eval_precision": 0.5870967741935483,
+      "eval_recall": 0.7827956989247312,
+      "eval_runtime": 9.8376,
+      "eval_samples_per_second": 136.821,
+      "eval_steps_per_second": 34.256,
+      "step": 8000
+    },
+    {
+      "epoch": 2.97,
+      "eval_accuracy": 0.7845468053491828,
+      "eval_f1": 0.697286012526096,
+      "eval_loss": 0.8507820963859558,
+      "eval_precision": 0.6774847870182555,
+      "eval_recall": 0.7182795698924731,
+      "eval_runtime": 9.8585,
+      "eval_samples_per_second": 136.532,
+      "eval_steps_per_second": 34.184,
+      "step": 9000
+    }
+  ],
+  "max_steps": 60520,
+  "num_train_epochs": 20,
+  "total_flos": 0.0,
+  "trial_name": null,
+  "trial_params": null
+}

neuralspace-reverie/indic-transformers-bn-bert/checkpoint-9000/training_args.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e947bfd5f033f36ba9608cfa052f8b713ccb9e11306a7a6c982746cf6595121e
+size 2799

neuralspace-reverie/indic-transformers-bn-bert/runs/Jan13_22-23-10_e3061b854d02/1642112608.4571896/events.out.tfevents.1642112608.e3061b854d02.83.1

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c783b070cc22f5a430f6bda538dcb1a62dbd7d3dd581cea2ea3fa9cec8f71ed7
+size 4386

neuralspace-reverie/indic-transformers-bn-bert/runs/Jan13_22-23-10_e3061b854d02/events.out.tfevents.1642112608.e3061b854d02.83.0

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b7c7c2bc3ff38a84eda46ae44d6f9ebf2cf4266865ad786edfcd84a53eeaa6c3
+size 9070