Upload 7 files

config.json

@@ -0,0 +1,37 @@
+{
+  "_name_or_path": "nlpaueb/legal-bert-base-uncased",
+  "architectures": [
+    "BertForSequenceClassification"
+  ],
+  "attention_probs_dropout_prob": 0.1,
+  "bos_token_id": 0,
+  "classifier_dropout": null,
+  "eos_token_ids": 0,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.1,
+  "hidden_size": 768,
+  "id2label": {
+    "0": "fair",
+    "1": "unfair"
+  },
+  "initializer_range": 0.02,
+  "intermediate_size": 3072,
+  "label2id": {
+    "fair": 0,
+    "unfair": 1
+  },
+  "layer_norm_eps": 1e-12,
+  "max_position_embeddings": 512,
+  "model_type": "bert",
+  "num_attention_heads": 12,
+  "num_hidden_layers": 12,
+  "output_past": true,
+  "pad_token_id": 0,
+  "position_embedding_type": "absolute",
+  "problem_type": "single_label_classification",
+  "torch_dtype": "float32",
+  "transformers_version": "4.46.2",
+  "type_vocab_size": 2,
+  "use_cache": true,
+  "vocab_size": 30522
+}

model.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b95ef629a9ad4444908a3495277b50551b67ee7dbd26c958c01db07a762e46db
+size 437958648

optimizer.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b409e5e913e7d6e5139cbe8ef094bd29692b845adc47572462de1f7b76babad5
+size 876038394

rng_state.pth

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b47ccc270578dfa4b17fde23aa6595c69b9a7abd485d1f92186555ad440e6502
+size 14244

scheduler.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:893f62fc9d2d6736205403a59790c8216cb2996ddcd8dc0a6f1a64e3333039fd
+size 1064

trainer_state.json

@@ -0,0 +1,54 @@
+{
+  "best_metric": 0.9094800950901479,
+  "best_model_checkpoint": "model_checkpoint/fine-tuned_legalbert_fair-unfair/checkpoint-261",
+  "epoch": 0.999043062200957,
+  "eval_steps": 500,
+  "global_step": 261,
+  "is_hyper_param_search": false,
+  "is_local_process_zero": true,
+  "is_world_process_zero": true,
+  "log_history": [
+    {
+      "epoch": 0.999043062200957,
+      "eval_accuracy": 0.8990216209687161,
+      "eval_f1": 0.9094800950901479,
+      "eval_loss": 0.2566342055797577,
+      "eval_precision": 0.9323265263688336,
+      "eval_recall": 0.8990216209687161,
+      "eval_runtime": 895.4955,
+      "eval_samples_per_second": 9.245,
+      "eval_steps_per_second": 0.578,
+      "step": 261
+    }
+  ],
+  "logging_steps": 500,
+  "max_steps": 783,
+  "num_input_tokens_seen": 0,
+  "num_train_epochs": 3,
+  "save_steps": 500,
+  "stateful_callbacks": {
+    "EarlyStoppingCallback": {
+      "args": {
+        "early_stopping_patience": 2,
+        "early_stopping_threshold": 0.01
+      },
+      "attributes": {
+        "early_stopping_patience_counter": 0
+      }
+    },
+    "TrainerControl": {
+      "args": {
+        "should_epoch_stop": false,
+        "should_evaluate": false,
+        "should_log": false,
+        "should_save": true,
+        "should_training_stop": false
+      },
+      "attributes": {}
+    }
+  },
+  "total_flos": 1099014878238720.0,
+  "train_batch_size": 8,
+  "trial_name": null,
+  "trial_params": null
+}

training_args.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:07ae4da02d519fd37190c10504631e3b47cf03adf97813ecc819a5b4c445c7d1
+size 5304