Upload folder using huggingface_hub

training_checkpoints/checkpoint-643/config.json

@@ -0,0 +1,63 @@
+{
+  "_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": "Issue",
+    "1": "Court Discourse",
+    "2": "Conclusion",
+    "3": "Precedent Analysis",
+    "4": "Section Analysis",
+    "5": "Argument by Petitioner",
+    "6": "Fact",
+    "7": "Argument by Respondent",
+    "8": "Ratio",
+    "9": "Appellant",
+    "10": "Respondent",
+    "11": "Argument by Appellant",
+    "12": "Petitioner",
+    "13": "Judge",
+    "14": "Argument by Defendant"
+  },
+  "initializer_range": 0.02,
+  "intermediate_size": 3072,
+  "label2id": {
+    "Appellant": 9,
+    "Argument by Appellant": 11,
+    "Argument by Defendant": 14,
+    "Argument by Petitioner": 5,
+    "Argument by Respondent": 7,
+    "Conclusion": 2,
+    "Court Discourse": 1,
+    "Fact": 6,
+    "Issue": 0,
+    "Judge": 13,
+    "Petitioner": 12,
+    "Precedent Analysis": 3,
+    "Ratio": 8,
+    "Respondent": 10,
+    "Section Analysis": 4
+  },
+  "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": "4.38.2",
+  "type_vocab_size": 2,
+  "use_cache": true,
+  "vocab_size": 30522
+}

training_checkpoints/checkpoint-643/model.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:087fe83cfe6f482d2c7533bacc7014eba7ec9f897f4da2282bddb3e80934dedd
+size 437998636

training_checkpoints/checkpoint-643/optimizer.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bc9599a4cb4c5dbc043e234ad34e70c2bce3020ffcf745235902d0ffd87139d9
+size 876118266

training_checkpoints/checkpoint-643/rng_state.pth

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f5738a8a4e7ac5ac879b357f39c0b5a95be8b93ff68deb75b51e2d7d31061775
+size 14244

training_checkpoints/checkpoint-643/scheduler.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a9fc42da1d1719d8e851165b578ef06d5f1d67e579c1957181d7800ebe373f60
+size 1064

training_checkpoints/checkpoint-643/trainer_state.json

@@ -0,0 +1,50 @@
+{
+  "best_metric": 0.613418966848975,
+  "best_model_checkpoint": "legal-bert-base-uncased/checkpoint-643",
+  "epoch": 1.0,
+  "eval_steps": 500,
+  "global_step": 643,
+  "is_hyper_param_search": false,
+  "is_local_process_zero": true,
+  "is_world_process_zero": true,
+  "log_history": [
+    {
+      "epoch": 0.78,
+      "grad_norm": 6.735908031463623,
+      "learning_rate": 4.742353551062727e-05,
+      "loss": 1.1096,
+      "step": 500
+    },
+    {
+      "epoch": 1.0,
+      "eval_accuracy": 0.7978311386522076,
+      "eval_f1_macro": 0.613418966848975,
+      "eval_f1_micro": 0.7978311386522076,
+      "eval_f1_weighted": 0.7839880886224406,
+      "eval_loss": 0.6747979521751404,
+      "eval_macro_fpr": 0.018830502815301575,
+      "eval_macro_sensitivity": 0.6339578261148517,
+      "eval_macro_specificity": 0.9845345883924012,
+      "eval_precision": 0.7854860044786733,
+      "eval_precision_macro": 0.6239440349375213,
+      "eval_recall": 0.7978311386522076,
+      "eval_recall_macro": 0.6339578261148517,
+      "eval_runtime": 30.9921,
+      "eval_samples_per_second": 41.656,
+      "eval_steps_per_second": 5.227,
+      "eval_weighted_fpr": 0.017778080512226686,
+      "eval_weighted_sensitivity": 0.7978311386522076,
+      "eval_weighted_specificity": 0.9701876872338092,
+      "step": 643
+    }
+  ],
+  "logging_steps": 500,
+  "max_steps": 9645,
+  "num_input_tokens_seen": 0,
+  "num_train_epochs": 15,
+  "save_steps": 500,
+  "total_flos": 1352022394447872.0,
+  "train_batch_size": 8,
+  "trial_name": null,
+  "trial_params": null
+}

training_checkpoints/checkpoint-643/training_args.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:21938ff48cdf92422f693d69544854f8291bee6a4c7091c49d48bd0e59616530
+size 4920