Upload with huggingface_hub

config.json

@@ -0,0 +1,79 @@
+{
+  "_name_or_path": "dbmdz/bert-base-turkish-128k-cased",
+  "architectures": [
+    "BertForTokenClassification"
+  ],
+  "attention_probs_dropout_prob": 0.1,
+  "classifier_dropout": null,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.1,
+  "hidden_size": 768,
+  "id2label": {
+    "0": "O",
+    "1": "B-bina",
+    "2": "I-bina",
+    "3": "B-bulvar",
+    "4": "I-bulvar",
+    "5": "B-cadde",
+    "6": "I-cadde",
+    "7": "B-diskapino",
+    "8": "I-diskapino",
+    "9": "B-ilce",
+    "10": "I-ilce",
+    "11": "B-isim",
+    "12": "I-isim",
+    "13": "B-mahalle",
+    "14": "I-mahalle",
+    "15": "B-sehir",
+    "16": "I-sehir",
+    "17": "B-site",
+    "18": "I-site",
+    "19": "B-sokak",
+    "20": "I-sokak",
+    "21": "B-soyisim",
+    "22": "I-soyisim",
+    "23": "B-telefonno",
+    "24": "I-telefonno"
+  },
+  "initializer_range": 0.02,
+  "intermediate_size": 3072,
+  "label2id": {
+    "LABEL_0": 0,
+    "LABEL_1": 1,
+    "LABEL_10": 10,
+    "LABEL_11": 11,
+    "LABEL_12": 12,
+    "LABEL_13": 13,
+    "LABEL_14": 14,
+    "LABEL_15": 15,
+    "LABEL_16": 16,
+    "LABEL_17": 17,
+    "LABEL_18": 18,
+    "LABEL_19": 19,
+    "LABEL_2": 2,
+    "LABEL_20": 20,
+    "LABEL_21": 21,
+    "LABEL_22": 22,
+    "LABEL_23": 23,
+    "LABEL_24": 24,
+    "LABEL_3": 3,
+    "LABEL_4": 4,
+    "LABEL_5": 5,
+    "LABEL_6": 6,
+    "LABEL_7": 7,
+    "LABEL_8": 8,
+    "LABEL_9": 9
+  },
+  "layer_norm_eps": 1e-12,
+  "max_position_embeddings": 512,
+  "model_type": "bert",
+  "num_attention_heads": 12,
+  "num_hidden_layers": 12,
+  "pad_token_id": 0,
+  "position_embedding_type": "absolute",
+  "torch_dtype": "float32",
+  "transformers_version": "4.26.1",
+  "type_vocab_size": 2,
+  "use_cache": true,
+  "vocab_size": 128000
+}

optimizer.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:03e5b6abd2d23114f80ba739e52371fbf145bb92dadfeaefed995a1c0ff2b1c8
+size 1470306981

pytorch_model.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:48b9b18fb938174076f4cbee380fcbb9d15c4f5a3d9fbf17466b30cf45ee7c40
+size 735166321

rng_state.pth

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:677f7d5db153e2f2f36f2c642c2cea02b602c7ddea86f1bf8ef4f2d8c7c61614
+size 14503

scheduler.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cdeff2be549a63a7453ab951937f92c298b7a036d04ac7abf85e1d6e938ab27f
+size 623

special_tokens_map.json

@@ -0,0 +1,7 @@
+{
+  "cls_token": "[CLS]",
+  "mask_token": "[MASK]",
+  "pad_token": "[PAD]",
+  "sep_token": "[SEP]",
+  "unk_token": "[UNK]"
+}

tokenizer_config.json

@@ -0,0 +1,17 @@
+{
+  "cls_token": "[CLS]",
+  "do_basic_tokenize": true,
+  "do_lower_case": false,
+  "mask_token": "[MASK]",
+  "max_len": 512,
+  "model_max_length": 512,
+  "name_or_path": "dbmdz/bert-base-turkish-128k-cased",
+  "never_split": null,
+  "pad_token": "[PAD]",
+  "sep_token": "[SEP]",
+  "special_tokens_map_file": null,
+  "strip_accents": null,
+  "tokenize_chinese_chars": true,
+  "tokenizer_class": "BertTokenizer",
+  "unk_token": "[UNK]"
+}

trainer_state.json

@@ -0,0 +1,280 @@
+{
+  "best_metric": 0.21532948315143585,
+  "best_model_checkpoint": "/mounts/work/akoksal/earthquake_ner_models/checkpoint-200",
+  "epoch": 4.0,
+  "global_step": 200,
+  "is_hyper_param_search": false,
+  "is_local_process_zero": true,
+  "is_world_process_zero": true,
+  "log_history": [
+    {
+      "epoch": 1.0,
+      "learning_rate": 4.4444444444444447e-05,
+      "loss": 1.3495,
+      "step": 50
+    },
+    {
+      "epoch": 1.0,
+      "eval_bina_f1": 0.6,
+      "eval_bina_precision": 0.5217391304347826,
+      "eval_bina_recall": 0.7058823529411765,
+      "eval_bina_support": 34,
+      "eval_bulvar_f1": 0.0,
+      "eval_bulvar_precision": 0.0,
+      "eval_bulvar_recall": 0.0,
+      "eval_bulvar_support": 5,
+      "eval_cadde_f1": 0.5882352941176471,
+      "eval_cadde_precision": 0.45454545454545453,
+      "eval_cadde_recall": 0.8333333333333334,
+      "eval_cadde_support": 24,
+      "eval_diskapino_f1": 0.7692307692307693,
+      "eval_diskapino_precision": 0.6756756756756757,
+      "eval_diskapino_recall": 0.8928571428571429,
+      "eval_diskapino_support": 28,
+      "eval_ilce_f1": 0.8305084745762712,
+      "eval_ilce_precision": 0.8448275862068966,
+      "eval_ilce_recall": 0.8166666666666667,
+      "eval_ilce_support": 60,
+      "eval_isim_f1": 0.888888888888889,
+      "eval_isim_precision": 0.8539325842696629,
+      "eval_isim_recall": 0.926829268292683,
+      "eval_isim_support": 82,
+      "eval_loss": 0.3573211431503296,
+      "eval_mahalle_f1": 0.75,
+      "eval_mahalle_precision": 0.711864406779661,
+      "eval_mahalle_recall": 0.7924528301886793,
+      "eval_mahalle_support": 53,
+      "eval_overall_accuracy": 0.9089356858281161,
+      "eval_overall_f1": 0.8054740957966766,
+      "eval_overall_precision": 0.7832699619771863,
+      "eval_overall_recall": 0.8289738430583501,
+      "eval_runtime": 0.172,
+      "eval_samples_per_second": 337.172,
+      "eval_sehir_f1": 0.8671328671328671,
+      "eval_sehir_precision": 0.8732394366197183,
+      "eval_sehir_recall": 0.8611111111111112,
+      "eval_sehir_support": 72,
+      "eval_site_f1": 0.0,
+      "eval_site_precision": 0.0,
+      "eval_site_recall": 0.0,
+      "eval_site_support": 6,
+      "eval_sokak_f1": 0.75,
+      "eval_sokak_precision": 0.9473684210526315,
+      "eval_sokak_recall": 0.6206896551724138,
+      "eval_sokak_support": 29,
+      "eval_soyisim_f1": 0.9,
+      "eval_soyisim_precision": 0.9130434782608695,
+      "eval_soyisim_recall": 0.8873239436619719,
+      "eval_soyisim_support": 71,
+      "eval_steps_per_second": 11.627,
+      "eval_telefonno_f1": 0.9850746268656716,
+      "eval_telefonno_precision": 0.9705882352941176,
+      "eval_telefonno_recall": 1.0,
+      "eval_telefonno_support": 33,
+      "step": 50
+    },
+    {
+      "epoch": 2.0,
+      "learning_rate": 3.3333333333333335e-05,
+      "loss": 0.2647,
+      "step": 100
+    },
+    {
+      "epoch": 2.0,
+      "eval_bina_f1": 0.782608695652174,
+      "eval_bina_precision": 0.7714285714285715,
+      "eval_bina_recall": 0.7941176470588235,
+      "eval_bina_support": 34,
+      "eval_bulvar_f1": 0.6666666666666666,
+      "eval_bulvar_precision": 0.5714285714285714,
+      "eval_bulvar_recall": 0.8,
+      "eval_bulvar_support": 5,
+      "eval_cadde_f1": 0.875,
+      "eval_cadde_precision": 0.875,
+      "eval_cadde_recall": 0.875,
+      "eval_cadde_support": 24,
+      "eval_diskapino_f1": 0.8620689655172413,
+      "eval_diskapino_precision": 0.8333333333333334,
+      "eval_diskapino_recall": 0.8928571428571429,
+      "eval_diskapino_support": 28,
+      "eval_ilce_f1": 0.894308943089431,
+      "eval_ilce_precision": 0.873015873015873,
+      "eval_ilce_recall": 0.9166666666666666,
+      "eval_ilce_support": 60,
+      "eval_isim_f1": 0.8848484848484849,
+      "eval_isim_precision": 0.8795180722891566,
+      "eval_isim_recall": 0.8902439024390244,
+      "eval_isim_support": 82,
+      "eval_loss": 0.22046706080436707,
+      "eval_mahalle_f1": 0.897196261682243,
+      "eval_mahalle_precision": 0.8888888888888888,
+      "eval_mahalle_recall": 0.9056603773584906,
+      "eval_mahalle_support": 53,
+      "eval_overall_accuracy": 0.9447922595332954,
+      "eval_overall_f1": 0.8922155688622755,
+      "eval_overall_precision": 0.8851485148514852,
+      "eval_overall_recall": 0.8993963782696177,
+      "eval_runtime": 0.1688,
+      "eval_samples_per_second": 343.644,
+      "eval_sehir_f1": 0.9154929577464788,
+      "eval_sehir_precision": 0.9285714285714286,
+      "eval_sehir_recall": 0.9027777777777778,
+      "eval_sehir_support": 72,
+      "eval_site_f1": 0.1818181818181818,
+      "eval_site_precision": 0.2,
+      "eval_site_recall": 0.16666666666666666,
+      "eval_site_support": 6,
+      "eval_sokak_f1": 0.9491525423728815,
+      "eval_sokak_precision": 0.9333333333333333,
+      "eval_sokak_recall": 0.9655172413793104,
+      "eval_sokak_support": 29,
+      "eval_soyisim_f1": 0.9503546099290779,
+      "eval_soyisim_precision": 0.9571428571428572,
+      "eval_soyisim_recall": 0.9436619718309859,
+      "eval_soyisim_support": 71,
+      "eval_steps_per_second": 11.85,
+      "eval_telefonno_f1": 0.9850746268656716,
+      "eval_telefonno_precision": 0.9705882352941176,
+      "eval_telefonno_recall": 1.0,
+      "eval_telefonno_support": 33,
+      "step": 100
+    },
+    {
+      "epoch": 3.0,
+      "learning_rate": 2.2222222222222223e-05,
+      "loss": 0.1587,
+      "step": 150
+    },
+    {
+      "epoch": 3.0,
+      "eval_bina_f1": 0.8055555555555555,
+      "eval_bina_precision": 0.7631578947368421,
+      "eval_bina_recall": 0.8529411764705882,
+      "eval_bina_support": 34,
+      "eval_bulvar_f1": 0.6666666666666666,
+      "eval_bulvar_precision": 0.5,
+      "eval_bulvar_recall": 1.0,
+      "eval_bulvar_support": 5,
+      "eval_cadde_f1": 0.8799999999999999,
+      "eval_cadde_precision": 0.8461538461538461,
+      "eval_cadde_recall": 0.9166666666666666,
+      "eval_cadde_support": 24,
+      "eval_diskapino_f1": 0.8275862068965518,
+      "eval_diskapino_precision": 0.8,
+      "eval_diskapino_recall": 0.8571428571428571,
+      "eval_diskapino_support": 28,
+      "eval_ilce_f1": 0.8813559322033899,
+      "eval_ilce_precision": 0.896551724137931,
+      "eval_ilce_recall": 0.8666666666666667,
+      "eval_ilce_support": 60,
+      "eval_isim_f1": 0.8227848101265822,
+      "eval_isim_precision": 0.8552631578947368,
+      "eval_isim_recall": 0.7926829268292683,
+      "eval_isim_support": 82,
+      "eval_loss": 0.21956481039524078,
+      "eval_mahalle_f1": 0.8867924528301887,
+      "eval_mahalle_precision": 0.8867924528301887,
+      "eval_mahalle_recall": 0.8867924528301887,
+      "eval_mahalle_support": 53,
+      "eval_overall_accuracy": 0.9408081957882755,
+      "eval_overall_f1": 0.875,
+      "eval_overall_precision": 0.8767676767676768,
+      "eval_overall_recall": 0.8732394366197183,
+      "eval_runtime": 0.1726,
+      "eval_samples_per_second": 336.13,
+      "eval_sehir_f1": 0.8920863309352519,
+      "eval_sehir_precision": 0.9253731343283582,
+      "eval_sehir_recall": 0.8611111111111112,
+      "eval_sehir_support": 72,
+      "eval_site_f1": 0.4,
+      "eval_site_precision": 0.5,
+      "eval_site_recall": 0.3333333333333333,
+      "eval_site_support": 6,
+      "eval_sokak_f1": 0.8813559322033899,
+      "eval_sokak_precision": 0.8666666666666667,
+      "eval_sokak_recall": 0.896551724137931,
+      "eval_sokak_support": 29,
+      "eval_soyisim_f1": 0.9571428571428571,
+      "eval_soyisim_precision": 0.9710144927536232,
+      "eval_soyisim_recall": 0.9436619718309859,
+      "eval_soyisim_support": 71,
+      "eval_steps_per_second": 11.591,
+      "eval_telefonno_f1": 0.9850746268656716,
+      "eval_telefonno_precision": 0.9705882352941176,
+      "eval_telefonno_recall": 1.0,
+      "eval_telefonno_support": 33,
+      "step": 150
+    },
+    {
+      "epoch": 4.0,
+      "learning_rate": 1.1111111111111112e-05,
+      "loss": 0.115,
+      "step": 200
+    },
+    {
+      "epoch": 4.0,
+      "eval_bina_f1": 0.8571428571428571,
+      "eval_bina_precision": 0.8333333333333334,
+      "eval_bina_recall": 0.8823529411764706,
+      "eval_bina_support": 34,
+      "eval_bulvar_f1": 0.9090909090909091,
+      "eval_bulvar_precision": 0.8333333333333334,
+      "eval_bulvar_recall": 1.0,
+      "eval_bulvar_support": 5,
+      "eval_cadde_f1": 0.8979591836734694,
+      "eval_cadde_precision": 0.88,
+      "eval_cadde_recall": 0.9166666666666666,
+      "eval_cadde_support": 24,
+      "eval_diskapino_f1": 0.8620689655172413,
+      "eval_diskapino_precision": 0.8333333333333334,
+      "eval_diskapino_recall": 0.8928571428571429,
+      "eval_diskapino_support": 28,
+      "eval_ilce_f1": 0.8813559322033899,
+      "eval_ilce_precision": 0.896551724137931,
+      "eval_ilce_recall": 0.8666666666666667,
+      "eval_ilce_support": 60,
+      "eval_isim_f1": 0.810126582278481,
+      "eval_isim_precision": 0.8421052631578947,
+      "eval_isim_recall": 0.7804878048780488,
+      "eval_isim_support": 82,
+      "eval_loss": 0.21532948315143585,
+      "eval_mahalle_f1": 0.8867924528301887,
+      "eval_mahalle_precision": 0.8867924528301887,
+      "eval_mahalle_recall": 0.8867924528301887,
+      "eval_mahalle_support": 53,
+      "eval_overall_accuracy": 0.9464997154240182,
+      "eval_overall_f1": 0.8893401015228426,
+      "eval_overall_precision": 0.8975409836065574,
+      "eval_overall_recall": 0.8812877263581489,
+      "eval_runtime": 0.1675,
+      "eval_samples_per_second": 346.225,
+      "eval_sehir_f1": 0.8905109489051095,
+      "eval_sehir_precision": 0.9384615384615385,
+      "eval_sehir_recall": 0.8472222222222222,
+      "eval_sehir_support": 72,
+      "eval_site_f1": 0.7272727272727272,
+      "eval_site_precision": 0.8,
+      "eval_site_recall": 0.6666666666666666,
+      "eval_site_support": 6,
+      "eval_sokak_f1": 0.9508196721311475,
+      "eval_sokak_precision": 0.90625,
+      "eval_sokak_recall": 1.0,
+      "eval_sokak_support": 29,
+      "eval_soyisim_f1": 0.9496402877697842,
+      "eval_soyisim_precision": 0.9705882352941176,
+      "eval_soyisim_recall": 0.9295774647887324,
+      "eval_soyisim_support": 71,
+      "eval_steps_per_second": 11.939,
+      "eval_telefonno_f1": 0.9850746268656716,
+      "eval_telefonno_precision": 0.9705882352941176,
+      "eval_telefonno_recall": 1.0,
+      "eval_telefonno_support": 33,
+      "step": 200
+    }
+  ],
+  "max_steps": 250,
+  "num_train_epochs": 5,
+  "total_flos": 104071331689350.0,
+  "trial_name": null,
+  "trial_params": null
+}

training_args.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:92641152f27cda1e56a89f145aa780798d4f69108d95c4a3736c9cbf1fa21b5b
+size 3503