M

app.py

@@ -4,7 +4,7 @@ from gradio.mix import Parallel
 
 predictor_bert = ktrain.load_predictor('bert')
 predictor_mental = ktrain.load_predictor('mentalbert')
-predictor_phs = ktrain.load_predictor('phs-bert')
+predictor_phs = ktrain.load_predictor('phsbert')
 
 def func_bert(text):
 	results = predictor_bert.predict(str(text))
@@ -19,11 +19,11 @@ def func_phs(text):
 	return str(results)
 
 # bert_io = gr.Interface(fn=func_bert, inputs="text", outputs="text")
-mental_io = gr.Interface(fn=func_mental, inputs="text", outputs="text")
-# phs_io = gr.Interface(fn=func_phs, inputs="text", outputs="text")
+# mental_io = gr.Interface(fn=func_mental, inputs="text", outputs="text")
+phs_io = gr.Interface(fn=func_phs, inputs="text", outputs="text")
 
 # Parallel(bert_io, mental_io, phs_io).launch()
 
 # bert_io.launch()
-mental_io.launch()
-# phs_io.launch()
+# mental_io.launch()
+phs_io.launch()

phsbert/config.json

@@ -0,0 +1,35 @@
+{
+  "_name_or_path": "../input/ctvacbertlm",
+  "architectures": [
+    "BertForMaskedLM"
+  ],
+  "attention_probs_dropout_prob": 0.1,
+  "gradient_checkpointing": false,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.1,
+  "hidden_size": 1024,
+  "id2label": {
+    "0": "LABEL_0",
+    "1": "LABEL_1",
+    "2": "LABEL_2"
+  },
+  "initializer_range": 0.02,
+  "intermediate_size": 4096,
+  "label2id": {
+    "LABEL_0": 0,
+    "LABEL_1": 1,
+    "LABEL_2": 2
+  },
+  "layer_norm_eps": 1e-12,
+  "max_position_embeddings": 512,
+  "model_type": "bert",
+  "num_attention_heads": 16,
+  "num_hidden_layers": 24,
+  "pad_token_id": 0,
+  "position_embedding_type": "absolute",
+  "total_flos": 2232610412725615392,
+  "transformers_version": "4.3.3",
+  "type_vocab_size": 2,
+  "use_cache": true,
+  "vocab_size": 30522
+}

phsbert/special_tokens_map.json

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

phsbert/tf_model.h5

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:258f3f004930a82f225766ede2e578c6b4e6cd8d743ccf018f3d92f73a1b6a2f
+size 1341096820

phsbert/tokenizer_config.json

@@ -0,0 +1 @@
+{"do_lower_case": true, "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, "full_tokenizer_file": null, "name_or_path": "../input/ctvacbertlm", "do_basic_tokenize": true, "never_split": null}