model update

config.json

@@ -1,5 +1,5 @@
 {
-  "_name_or_path": "t5_large_subjqa_electronics/best_model",
+  "_name_or_path": "lmqg_output/qg_subjqa/t5_large_subjqa_electronics/model_sdkaaa/epoch_1",
   "add_prefix": true,
   "architectures": [
     "T5ForConditionalGeneration"

eval/metric.first.answer.paragraph_answer.question.asahi417_qg_subjqa.electronics.json

@@ -0,0 +1 @@
+{"validation": {"Bleu_1": 0.2816635160675205, "Bleu_2": 0.2063420537030361, "Bleu_3": 0.11869441527548978, "Bleu_4": 0.07327666842410825, "METEOR": 0.26777648937417275, "ROUGE_L": 0.28972219164521035, "BERTScore": 0.9401849652781631, "MoverScore": 0.6700750208714319}, "test": {"Bleu_1": 0.29721719479701325, "Bleu_2": 0.2147062105529355, "Bleu_3": 0.10857545777274673, "Bleu_4": 0.045708417859748086, "METEOR": 0.2756037660672747, "ROUGE_L": 0.30546950426152664, "BERTScore": 0.9427363892563251, "MoverScore": 0.6879662195179278}}

eval/metric.first.sentence.paragraph_answer.question.asahi417_qg_subjqa.electronics.json

@@ -0,0 +1 @@
+{"validation": {"Bleu_1": 0.2816635160675205, "Bleu_2": 0.2063420537030361, "Bleu_3": 0.11869441527548978, "Bleu_4": 0.07327666842410825, "METEOR": 0.26777648937417275, "ROUGE_L": 0.28972219164521035, "BERTScore": 0.9401849670843645, "MoverScore": 0.6700750208714319}, "test": {"Bleu_1": 0.29721719479701325, "Bleu_2": 0.2147062105529355, "Bleu_3": 0.10857545777274673, "Bleu_4": 0.045708417859748086, "METEOR": 0.2756037660672747, "ROUGE_L": 0.30546950426152664, "BERTScore": 0.9427364025296283, "MoverScore": 0.6879662195179278}}

eval/metric.last.sentence.paragraph_answer.question.asahi417_qg_subjqa.electronics.json

@@ -0,0 +1 @@
+{"validation": {"Bleu_1": 0.2816635160675205, "Bleu_2": 0.2063420537030361, "Bleu_3": 0.11869441527548978, "Bleu_4": 0.07327666842410825, "METEOR": 0.26777648937417275, "ROUGE_L": 0.28972219164521035, "BERTScore": 0.9401849604616261, "MoverScore": 0.6700750208714319}, "test": {"Bleu_1": 0.29721719479701325, "Bleu_2": 0.2147062105529355, "Bleu_3": 0.10857545777274673, "Bleu_4": 0.045708417859748086, "METEOR": 0.2756037660672747, "ROUGE_L": 0.30546950426152664, "BERTScore": 0.9427363965190759, "MoverScore": 0.6879662195179278}}

eval/metric.long.sentence.paragraph_answer.question.asahi417_qg_subjqa.electronics.json

@@ -0,0 +1 @@
+{"validation": {"Bleu_1": 0.2816635160675205, "Bleu_2": 0.2063420537030361, "Bleu_3": 0.11869441527548978, "Bleu_4": 0.07327666842410825, "METEOR": 0.26777648937417275, "ROUGE_L": 0.28972219164521035, "BERTScore": 0.9401849700947, "MoverScore": 0.6700750208714319}, "test": {"Bleu_1": 0.29721719479701325, "Bleu_2": 0.2147062105529355, "Bleu_3": 0.10857545777274673, "Bleu_4": 0.045708417859748086, "METEOR": 0.2756037660672747, "ROUGE_L": 0.30546950426152664, "BERTScore": 0.9427363952668775, "MoverScore": 0.6879662195179278}}

eval/metric.middle.sentence.paragraph_answer.question.asahi417_qg_subjqa.electronics.json

@@ -0,0 +1 @@
+{"validation": {"Bleu_1": 0.2816635160675205, "Bleu_2": 0.2063420537030361, "Bleu_3": 0.11869441527548978, "Bleu_4": 0.07327666842410825, "METEOR": 0.26777648937417275, "ROUGE_L": 0.28972219164521035, "BERTScore": 0.9401849719009014, "MoverScore": 0.6700750208714319}, "test": {"Bleu_1": 0.29721719479701325, "Bleu_2": 0.2147062105529355, "Bleu_3": 0.10857545777274673, "Bleu_4": 0.045708417859748086, "METEOR": 0.2756037660672747, "ROUGE_L": 0.30546950426152664, "BERTScore": 0.9427363970199553, "MoverScore": 0.6879662195179278}}

eval/metric.short.sentence.paragraph_answer.question.asahi417_qg_subjqa.electronics.json

@@ -0,0 +1 @@
+{"validation": {"Bleu_1": 0.2816635160675205, "Bleu_2": 0.2063420537030361, "Bleu_3": 0.11869441527548978, "Bleu_4": 0.07327666842410825, "METEOR": 0.26777648937417275, "ROUGE_L": 0.28972219164521035, "BERTScore": 0.9401849628698946, "MoverScore": 0.6700750208714319}, "test": {"Bleu_1": 0.29721719479701325, "Bleu_2": 0.2147062105529355, "Bleu_3": 0.10857545777274673, "Bleu_4": 0.045708417859748086, "METEOR": 0.2756037660672747, "ROUGE_L": 0.30546950426152664, "BERTScore": 0.9427363809918156, "MoverScore": 0.6879662195179278}}

eval/samples.test.hyp.paragraph_answer.question.asahi417_qg_subjqa.electronics.txt

@@ -0,0 +1,238 @@
+How is the case?
+How is the length?
+How is the cover?
+How is the auto-focus?
+How is the quality of the lens?
+How is the image?
+How is the device?
+How is the fan?
+How is the keyboard?
+How is the case?
+How is the picture?
+How is the case?
+How is the bokeh?
+How is the product?
+How is the sound?
+How is the picture quality?
+How is the range?
+How is the button?
+How is the camera?
+How is the quality of the product?
+How is the case?
+How is the sensor?
+How is the case?
+How is the quality of the sound?
+How is the picture?
+How is the quality of the sound?
+How is the quality of the headphone?
+How is the case?
+How is the sound quality?
+How is the case?
+How is the picture?
+How is the software?
+How is the range?
+How is the installation?
+How is the cover?
+How is the case?
+How is the software?
+How is the keyboard?
+How is the trackball?
+How is the strap?
+How is the cord?
+How is the picture?
+What is the quality of the picture?
+How is the picture quality?
+How is the range?
+How is the bag?
+How is the case?
+How is the size?
+How is the quality of the sound?
+How is the cord?
+How is the unit?
+How is the keyboard?
+How is the quality of the video?
+How is the device?
+How is the case?
+How is the mouse?
+How is the case?
+How is the brightness?
+How is the case?
+How is the picture?
+How is the camera?
+How is the lens?
+How is the software?
+How is the picture?
+How is the screen?
+How is the camera?
+How is the price?
+How is the recording quality?
+How is the picture quality?
+How is the mouse?
+How is the cord?
+How is the bag?
+How is the speed?
+How is the case?
+How is the fan?
+How is the screen?
+How is the case?
+How is the app?
+How is the case?
+How is the usb port?
+How is the case?
+How is the case?
+How is the quality of the cable?
+How is the unit?
+How is the cord?
+How is the case?
+How is the case?
+How is the camera?
+How is the drive?
+How is the picture quality?
+How is the camera?
+How is the range?
+How is the keyboard?
+How is the quality of the cable?
+How is the mouse?
+How is the picture?
+How is the brightness?
+How is the fan?
+How is the range?
+How is the quality of the lens?
+How is the app?
+How is the autofocus?
+How is the keyboard?
+How is the sound?
+How is the lens?
+How is the range?
+How is the device?
+How is the bokeh?
+How is the case?
+How is the vent?
+How is the case?
+How is the size of the bag?
+How is the craftsmanship?
+How is the quality of the cable?
+How is the antenna?
+How is the case?
+How is the software?
+How is the case?
+How is the sensor?
+How is the product?
+How is the case?
+How is the keypad?
+How is the case?
+How is the computer?
+How is the cable?
+How is the screen?
+How is the case?
+How is the sound?
+How is the lens?
+How is the build quality?
+How is the cable?
+How is the belt holder?
+How is the background?
+How is the cord?
+How is the antenna?
+How is the mouse?
+How is the sound quality?
+How is the range?
+How is the autofocus?
+How is the camera?
+How fast is the drive?
+How is the drive?
+How is the remote?
+How is the charger?
+How is the mouse?
+How is the quality of the microphone?
+How is the case?
+How is the mouse?
+How is the trackpad?
+How is the camera?
+How is the button?
+How is the mouse?
+How is the quality of the product?
+How is the range?
+How is the screen?
+How is the antenna?
+How is the picture quality?
+What is the potential for this once pandora is available?
+How is the range?
+How is the wire?
+How is the quality?
+How is the size of the cable?
+How is the mouse?
+How is the build quality?
+How is the wire?
+How is the bag?
+How is the build?
+How is the build quality?
+How is the case?
+How is the image quality?
+How is the volume?
+How is the case?
+How is the ear fit?
+How is the cable?
+How is the lens?
+How is the mouse?
+How is the software?
+How is the lens?
+How is the touchpad?
+How is the picture?
+How is the headphone?
+How is the usb port?
+How is the signal?
+How is the lens?
+How is the quality of the ear piece?
+How is the picture?
+How is the reception?
+How is the design?
+How is the light?
+How is the build quality?
+How is the picture?
+How is the signal?
+How is the profile of the mouse?
+How is the strap?
+How is the bass?
+How is the lens?
+How is the image quality?
+How is the keyboard?
+How is the mouse?
+How is the build quality?
+How is the battery?
+How long have you been a headphone fanatic?
+How is the headphone?
+How is the fan?
+How is the mids?
+How is the picture?
+How is the video?
+How is the instruction?
+How is the quality of the bag?
+How is the case?
+How is the software?
+How many pins are on the hot shoe plate?
+How is the wireless range?
+How is the picture?
+How is the screen?
+How is the product?
+How is the brightness?
+How is the fan?
+How is the case?
+How was the setup?
+How is the bass?
+How is the camera?
+How is the image?
+How is the keyboard?
+How is the case?
+How is the picture?
+How is the fan?
+How is the card?
+What is the most important feature to know?
+How is the LED?
+How is the sound quality?
+How is the picture quality?
+How is the case?
+How is the router?
+How is the execution?
+How is the lens?
+How is the cord?
+How is the case?

eval/samples.validation.hyp.paragraph_answer.question.asahi417_qg_subjqa.electronics.txt

@@ -0,0 +1,99 @@
+How is the case?
+How is the bass?
+How is the keyboard?
+How is the sound?
+How is the mouse?
+How is the quality of the leather?
+How is the bass?
+How is the form factor?
+How is the build?
+How is the key?
+How many channels did you get?
+How is the device?
+How is the sound?
+How is the keyboard?
+How is the battery life?
+How is the card?
+How is the bass?
+How is the screen?
+How is the image quality?
+How is the key?
+How is the headphone?
+How is the stand?
+How is the charger?
+How is the cable?
+How is the price?
+How is the bass?
+How is the sound quality?
+How is the set up?
+How is the headphone?
+How is the mounting?
+How is the keyboard?
+How is the price?
+How is the signal?
+How is the drive?
+How is the keyboard?
+How is the bass?
+How is the screen?
+How is the sound?
+How is the signal?
+How is the battery?
+How is the coverage?
+How is the cord?
+How is the color?
+Is it difficult to navigate and download files?
+How is the signal?
+How is the drive?
+How is the quality of the cable?
+How is the bass?
+How is the temperature?
+How is the quality of the product?
+How is the device?
+How is the sound quality?
+How is the software?
+How is the thumb rest?
+How is the sound?
+How is the remote?
+How is the performance?
+How is the price?
+How is the drive?
+How is the remote?
+How is the screen?
+How is the grip?
+How is the quality of the image?
+How is the battery?
+How is the sound?
+How is the quality of the sound?
+How is the keyboard?
+How is the sound quality?
+How is the camera?
+How is the noise?
+How is the cover?
+How is the interface?
+How is the weight?
+How is the screen?
+How is the product?
+How is the battery?
+How is the signal?
+How is the sound quality?
+How is the touchscreen?
+How is the price?
+How is the remote?
+How is the cable?
+How is the keyboard?
+How is the mic?
+How is the sound?
+How is the interface?
+How is the router?
+How is the tablet?
+How is the bass?
+How is the text?
+How is the zoom?
+How is the cable?
+How is the keyboard?
+How is the bass?
+How is the router?
+How is the plastic?
+How is the drive?
+How is the video quality?
+How is the quality of the cable?

pytorch_model.bin

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:61077bdb0c8546197d5c39f0d869d1cb217063ecc9eef25e49bb24acd3d07cc9
-size 2950786951
+oid sha256:3a419472cbc8205f3b8abe662ebb8497d31da4481c41a52df3038bb63d422d58
+size 2950794119

tokenizer_config.json

@@ -1 +1 @@
-{"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, "special_tokens_map_file": null, "name_or_path": "t5_large_subjqa_electronics/best_model", "tokenizer_class": "T5Tokenizer"}
+{"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, "special_tokens_map_file": null, "name_or_path": "lmqg_output/qg_subjqa/t5_large_subjqa_electronics/model_sdkaaa/epoch_1", "tokenizer_class": "T5Tokenizer"}

trainer_config.json

@@ -0,0 +1 @@
+{"dataset_path": "asahi417/qg_subjqa", "dataset_name": "electronics", "input_types": ["paragraph_answer"], "output_types": ["question"], "prefix_types": ["qg"], "model": "asahi417/lmqg-t5-large-squad", "max_length": 512, "max_length_output": 32, "epoch": 3, "batch": 16, "lr": 0.0001, "fp16": false, "random_seed": 1, "gradient_accumulation_steps": 8, "label_smoothing": 0.0}