init commit

config.json

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+{
+  "_name_or_path": "t5-base",
+  "architectures": [
+    "T5ForConditionalGeneration"
+  ],
+  "d_ff": 3072,
+  "d_kv": 64,
+  "d_model": 768,
+  "decoder_start_token_id": 0,
+  "dropout_rate": 0.1,
+  "eos_token_id": 1,
+  "feed_forward_proj": "relu",
+  "initializer_factor": 1.0,
+  "is_encoder_decoder": true,
+  "layer_norm_epsilon": 1e-06,
+  "model_type": "t5",
+  "n_positions": 512,
+  "num_decoder_layers": 12,
+  "num_heads": 12,
+  "num_layers": 12,
+  "output_past": true,
+  "pad_token_id": 0,
+  "relative_attention_num_buckets": 32,
+  "task_specific_params": {
+    "summarization": {
+      "early_stopping": true,
+      "length_penalty": 2.0,
+      "max_length": 200,
+      "min_length": 30,
+      "no_repeat_ngram_size": 3,
+      "num_beams": 4,
+      "prefix": "summarize: "
+    },
+    "translation_en_to_de": {
+      "early_stopping": true,
+      "max_length": 300,
+      "num_beams": 4,
+      "prefix": "translate English to German: "
+    },
+    "translation_en_to_fr": {
+      "early_stopping": true,
+      "max_length": 300,
+      "num_beams": 4,
+      "prefix": "translate English to French: "
+    },
+    "translation_en_to_ro": {
+      "early_stopping": true,
+      "max_length": 300,
+      "num_beams": 4,
+      "prefix": "translate English to Romanian: "
+    }
+  },
+  "transformers_version": "4.3.3",
+  "use_cache": true,
+  "vocab_size": 32128
+}

metrics.json

@@ -0,0 +1,65 @@
+{
+    "Amenity": {
+        "precision": 0.6296296296296297,
+        "recall": 0.6927899686520376,
+        "f1-score": 0.6597014925373134,
+        "support": 319.0
+    },
+    "Rating": {
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+        "recall": 0.7579617834394905,
+        "f1-score": 0.7484276729559748,
+        "support": 157.0
+    },
+    "Cuisine": {
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+        "recall": 0.8112244897959183,
+        "f1-score": 0.8040455120101136,
+        "support": 392.0
+    },
+    "Dish": {
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+        "recall": 0.7621359223300971,
+        "f1-score": 0.7658536585365854,
+        "support": 206.0
+    },
+    "Hours": {
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+        "f1-score": 0.6863468634686347,
+        "support": 124.0
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+        "recall": 0.7974910394265233,
+        "f1-score": 0.8157653528872595,
+        "support": 558.0
+    },
+    "Price": {
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+        "recall": 0.8461538461538461,
+        "f1-score": 0.8461538461538461,
+        "support": 117.0
+    },
+    "Restaurant_Name": {
+        "precision": 0.8160535117056856,
+        "recall": 0.8160535117056856,
+        "f1-score": 0.8160535117056856,
+        "support": 299.0
+    },
+    "macro_avg": {
+        "precision": 0.7581397022928861,
+        "recall": 0.7792263201879498,
+        "f1-score": 0.7677934887819267
+    },
+    "micro_avg": {
+        "precision": 0.7808471454880295,
+        "recall": 0.7808471454880295,
+        "f1-score": 0.7808471454880295
+    },
+    "weighted_avg": {
+        "precision": 0.771260128123884,
+        "recall": 0.7808471454880295,
+        "f1-score": 0.7754160649729253
+    }
+}

pytorch_model.bin

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special_tokens_map.json

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spiece.model

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tokenizer_config.json

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+{"eos_token": "</s>", "unk_token": "<unk>", "pad_token": "<pad>", "extra_ids": 100, "additional_special_tokens": ["<extra_id_0>", "<extra_id_1>", "<extra_id_2>", "<extra_id_3>", "<extra_id_4>", "<extra_id_5>", "<extra_id_6>", "<extra_id_7>", "<extra_id_8>", "<extra_id_9>", "<extra_id_10>", "<extra_id_11>", "<extra_id_12>", "<extra_id_13>", "<extra_id_14>", "<extra_id_15>", "<extra_id_16>", "<extra_id_17>", "<extra_id_18>", "<extra_id_19>", "<extra_id_20>", "<extra_id_21>", "<extra_id_22>", "<extra_id_23>", "<extra_id_24>", "<extra_id_25>", "<extra_id_26>", "<extra_id_27>", "<extra_id_28>", "<extra_id_29>", "<extra_id_30>", "<extra_id_31>", "<extra_id_32>", "<extra_id_33>", "<extra_id_34>", "<extra_id_35>", "<extra_id_36>", "<extra_id_37>", "<extra_id_38>", "<extra_id_39>", "<extra_id_40>", "<extra_id_41>", "<extra_id_42>", "<extra_id_43>", "<extra_id_44>", "<extra_id_45>", "<extra_id_46>", "<extra_id_47>", "<extra_id_48>", "<extra_id_49>", "<extra_id_50>", "<extra_id_51>", "<extra_id_52>", "<extra_id_53>", "<extra_id_54>", "<extra_id_55>", "<extra_id_56>", "<extra_id_57>", "<extra_id_58>", "<extra_id_59>", "<extra_id_60>", "<extra_id_61>", "<extra_id_62>", "<extra_id_63>", "<extra_id_64>", "<extra_id_65>", "<extra_id_66>", "<extra_id_67>", "<extra_id_68>", "<extra_id_69>", "<extra_id_70>", "<extra_id_71>", "<extra_id_72>", "<extra_id_73>", "<extra_id_74>", "<extra_id_75>", "<extra_id_76>", "<extra_id_77>", "<extra_id_78>", "<extra_id_79>", "<extra_id_80>", "<extra_id_81>", "<extra_id_82>", "<extra_id_83>", "<extra_id_84>", "<extra_id_85>", "<extra_id_86>", "<extra_id_87>", "<extra_id_88>", "<extra_id_89>", "<extra_id_90>", "<extra_id_91>", "<extra_id_92>", "<extra_id_93>", "<extra_id_94>", "<extra_id_95>", "<extra_id_96>", "<extra_id_97>", "<extra_id_98>", "<extra_id_99>"], "model_max_length": 512, "name_or_path": "t5-base"}