Upload folder using huggingface_hub

zh/.mv

@@ -0,0 +1 @@
+Revision:master,CreatedAt:1767769058

zh/README.md

@@ -0,0 +1,12 @@
+---
+license: apache-2.0
+library_name: transformers
+tags:
+  - intent-classification
+  - bert
+  - chinese
+---
+
+# SaleIntent (Chinese)
+
+Chinese intent classification model for sales and customer service scenarios.

zh/config.json

@@ -0,0 +1,48 @@
+{
+  "architectures": [
+    "BertForSequenceClassification"
+  ],
+  "attention_probs_dropout_prob": 0.1,
+  "bos_token_id": 0,
+  "classifier_dropout": null,
+  "directionality": "bidi",
+  "eos_token_id": 2,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.1,
+  "hidden_size": 768,
+  "id2label": {
+    "0": "A",
+    "1": "B",
+    "2": "C",
+    "3": "F",
+    "4": "X"
+  },
+  "initializer_range": 0.02,
+  "intermediate_size": 3072,
+  "label2id": {
+    "A": 0,
+    "B": 1,
+    "C": 2,
+    "F": 3,
+    "X": 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,
+  "pooler_fc_size": 768,
+  "pooler_num_attention_heads": 12,
+  "pooler_num_fc_layers": 3,
+  "pooler_size_per_head": 128,
+  "pooler_type": "first_token_transform",
+  "position_embedding_type": "absolute",
+  "problem_type": "single_label_classification",
+  "torch_dtype": "float32",
+  "transformers_version": "4.51.3",
+  "type_vocab_size": 2,
+  "use_cache": true,
+  "vocab_size": 21128
+}

zh/configuration.json

@@ -0,0 +1 @@
+{"framework": "pytorch", "task": "other"}

zh/model.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d612c090f7b8234c8005f09f04f60952bafd32052dfa2b6137525a41ff7dcc7b
+size 409109468

zh/rng_state.pth

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a5ba5455486eb83ef8e0717df01dfd5ffb5b605910cb0ea0b7d8f206157bb75e
+size 14244

zh/scheduler.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:82f086362fd598cad0852e5445dc8a59f8987edd7993f40edd6de3b6614e6c2f
+size 1064

zh/special_tokens_map.json

@@ -0,0 +1,37 @@
+{
+  "cls_token": {
+    "content": "[CLS]",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "mask_token": {
+    "content": "[MASK]",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "pad_token": {
+    "content": "[PAD]",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "sep_token": {
+    "content": "[SEP]",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "unk_token": {
+    "content": "[UNK]",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  }
+}

zh/tokenizer_config.json

@@ -0,0 +1,56 @@
+{
+  "added_tokens_decoder": {
+    "0": {
+      "content": "[PAD]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "100": {
+      "content": "[UNK]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "101": {
+      "content": "[CLS]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "102": {
+      "content": "[SEP]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "103": {
+      "content": "[MASK]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    }
+  },
+  "clean_up_tokenization_spaces": false,
+  "cls_token": "[CLS]",
+  "do_lower_case": true,
+  "extra_special_tokens": {},
+  "mask_token": "[MASK]",
+  "model_max_length": 1000000000000000019884624838656,
+  "pad_token": "[PAD]",
+  "sep_token": "[SEP]",
+  "strip_accents": null,
+  "tokenize_chinese_chars": true,
+  "tokenizer_class": "BertTokenizer",
+  "unk_token": "[UNK]"
+}

zh/trainer_state.json

@@ -0,0 +1,170 @@
+{
+  "best_global_step": null,
+  "best_metric": null,
+  "best_model_checkpoint": null,
+  "epoch": 6.0,
+  "eval_steps": 500,
+  "global_step": 5178,
+  "is_hyper_param_search": false,
+  "is_local_process_zero": true,
+  "is_world_process_zero": true,
+  "log_history": [
+    {
+      "epoch": 0.5793742757821553,
+      "grad_norm": 4.606655597686768,
+      "learning_rate": 1.8072614909231365e-05,
+      "loss": 0.3853,
+      "step": 500
+    },
+    {
+      "epoch": 1.0,
+      "eval_accuracy": 0.9035830618892509,
+      "eval_f1": 0.7438579904034558,
+      "eval_loss": 0.26155194640159607,
+      "eval_model_preparation_time": 0.0033,
+      "eval_runtime": 4.4748,
+      "eval_samples_per_second": 343.035,
+      "eval_steps_per_second": 21.454,
+      "step": 863
+    },
+    {
+      "epoch": 1.1587485515643106,
+      "grad_norm": 4.532162666320801,
+      "learning_rate": 1.6141367323290847e-05,
+      "loss": 0.2576,
+      "step": 1000
+    },
+    {
+      "epoch": 1.7381228273464657,
+      "grad_norm": 5.762636184692383,
+      "learning_rate": 1.4210119737350329e-05,
+      "loss": 0.2283,
+      "step": 1500
+    },
+    {
+      "epoch": 2.0,
+      "eval_accuracy": 0.9198697068403909,
+      "eval_f1": 0.7780841955159529,
+      "eval_loss": 0.2665092945098877,
+      "eval_model_preparation_time": 0.0033,
+      "eval_runtime": 4.4634,
+      "eval_samples_per_second": 343.91,
+      "eval_steps_per_second": 21.508,
+      "step": 1726
+    },
+    {
+      "epoch": 2.317497103128621,
+      "grad_norm": 0.497444748878479,
+      "learning_rate": 1.2278872151409811e-05,
+      "loss": 0.1931,
+      "step": 2000
+    },
+    {
+      "epoch": 2.8968713789107765,
+      "grad_norm": 3.7842884063720703,
+      "learning_rate": 1.0347624565469293e-05,
+      "loss": 0.1834,
+      "step": 2500
+    },
+    {
+      "epoch": 3.0,
+      "eval_accuracy": 0.9146579804560261,
+      "eval_f1": 0.765570564927072,
+      "eval_loss": 0.2603704333305359,
+      "eval_model_preparation_time": 0.0033,
+      "eval_runtime": 4.4661,
+      "eval_samples_per_second": 343.702,
+      "eval_steps_per_second": 21.495,
+      "step": 2589
+    },
+    {
+      "epoch": 3.4762456546929315,
+      "grad_norm": 0.3960210680961609,
+      "learning_rate": 8.416376979528776e-06,
+      "loss": 0.1353,
+      "step": 3000
+    },
+    {
+      "epoch": 4.0,
+      "eval_accuracy": 0.9218241042345277,
+      "eval_f1": 0.7780743111484496,
+      "eval_loss": 0.2716759443283081,
+      "eval_model_preparation_time": 0.0033,
+      "eval_runtime": 4.48,
+      "eval_samples_per_second": 342.633,
+      "eval_steps_per_second": 21.429,
+      "step": 3452
+    },
+    {
+      "epoch": 4.055619930475087,
+      "grad_norm": 5.781081199645996,
+      "learning_rate": 6.485129393588259e-06,
+      "loss": 0.1446,
+      "step": 3500
+    },
+    {
+      "epoch": 4.634994206257242,
+      "grad_norm": 9.73343563079834,
+      "learning_rate": 4.553881807647741e-06,
+      "loss": 0.1029,
+      "step": 4000
+    },
+    {
+      "epoch": 5.0,
+      "eval_accuracy": 0.9257328990228013,
+      "eval_f1": 0.7846248698845295,
+      "eval_loss": 0.3429003655910492,
+      "eval_model_preparation_time": 0.0033,
+      "eval_runtime": 4.4592,
+      "eval_samples_per_second": 344.234,
+      "eval_steps_per_second": 21.529,
+      "step": 4315
+    },
+    {
+      "epoch": 5.214368482039397,
+      "grad_norm": 0.018824853003025055,
+      "learning_rate": 2.622634221707223e-06,
+      "loss": 0.0826,
+      "step": 4500
+    },
+    {
+      "epoch": 5.793742757821553,
+      "grad_norm": 0.07604879140853882,
+      "learning_rate": 6.913866357667054e-07,
+      "loss": 0.0782,
+      "step": 5000
+    },
+    {
+      "epoch": 6.0,
+      "eval_accuracy": 0.9179153094462541,
+      "eval_f1": 0.7776778508930786,
+      "eval_loss": 0.3899814486503601,
+      "eval_model_preparation_time": 0.0033,
+      "eval_runtime": 4.4603,
+      "eval_samples_per_second": 344.145,
+      "eval_steps_per_second": 21.523,
+      "step": 5178
+    }
+  ],
+  "logging_steps": 500,
+  "max_steps": 5178,
+  "num_input_tokens_seen": 0,
+  "num_train_epochs": 6,
+  "save_steps": 500,
+  "stateful_callbacks": {
+    "TrainerControl": {
+      "args": {
+        "should_epoch_stop": false,
+        "should_evaluate": false,
+        "should_log": false,
+        "should_save": true,
+        "should_training_stop": true
+      },
+      "attributes": {}
+    }
+  },
+  "total_flos": 1.0898616579001344e+16,
+  "train_batch_size": 16,
+  "trial_name": null,
+  "trial_params": null
+}

zh/training_args.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:453eb7e84a3532eaf755e0c5e8036dfd3e951d67f790e960278a79f9a2b7f5d6
+size 5240