model update

config.json

@@ -1,5 +1,5 @@
 {
-  "_name_or_path": "lmqg_output/qg_subjqa_vanilla/bart_base_subjqa_electronics/best_model",
+  "_name_or_path": "facebook/bart-base",
   "activation_dropout": 0.1,
   "activation_function": "gelu",
   "add_bias_logits": false,

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

@@ -0,0 +1 @@
+{"validation": {"Bleu_1": 0.09501347708888476, "Bleu_2": 0.060298381330881286, "Bleu_3": 0.027049305968173138, "Bleu_4": 0.011363298496896218}, "test": {"Bleu_1": 0.11256700416911478, "Bleu_2": 0.07453986767125438, "Bleu_3": 0.029996489451484948, "Bleu_4": 0.014215183119917043}}

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

@@ -0,0 +1 @@
+{"validation": {"Bleu_1": 0.09501347708888476, "Bleu_2": 0.060298381330881286, "Bleu_3": 0.027049305968173138, "Bleu_4": 0.011363298496896218, "METEOR": 0.19383712750793827, "ROUGE_L": 0.20397427943558588, "BERTScore": 0.9003020518957966, "MoverScore": 0.6009865343313276}, "test": {"Bleu_1": 0.11256700416911478, "Bleu_2": 0.07453986767125438, "Bleu_3": 0.029996489451484948, "Bleu_4": 0.014215183119917043, "METEOR": 0.19499208078205515, "ROUGE_L": 0.2287291707180832, "BERTScore": 0.9059290905960468, "MoverScore": 0.6209774476486163}}

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

@@ -0,0 +1,238 @@
+How is the case? How is the design?How does the case fit?How are the straps?
+How much is the cost?
+How is the cover?
+How is the auto-focus?
+How is the lens? How is the aperture?
+How is the image?
+How is it?
+How is the airflow? How is the cooling?How does the air flow? How does the airflow flow?
+How is the case? How is the design?How does the design of the keyboard? How does it fit?How is its design? How will it be used?
+How is the strap?
+How is the picture?
+How is the case?
+How is the lens?
+How is the service?
+How is the sound?
+How is the quality of the cable?
+How is the range?
+How is the monitor? How is the OSD?
+How is the camera?
+How is the price?
+How is the design? How is the function? How does the device function?How is it handled?How are the controls?
+How is the camera? How is the quality? Is it good? Is the quality good?Is the quality of the image good?
+How is the case?
+How is the sound?
+How is the picture?
+How is the sound?
+How is the sound?
+How is the protection?
+How is the sound? How is the reception? Is the quality of the sound quality?Is the sound good? Is it good?Is there a sound?Is it good or is it bad?How does the sound sound?What is the color of the film? Is there a good sound? Is
+How is the case?
+How is the system?
+How is the drive?
+How is it?
+How is the cable?
+How is it?
+How is the case?
+How is the design?How is it? How is the control?How does the joystick function?How are the controls?How do the joystick?How did the joystick work?How was the joystick?"How is its control? How did the control function? How was the control system? How does the
+How is the keyboard? How is the balance?How does the keyboard balance? How does the balance balance?
+How is the trackball?
+How is the bag?
+How is the cord?
+How is the picture?
+How is the sound?
+How is the TV?
+How is the performance? How is the wireless performance?How does the wireless interface? How does the network interface?How are the wireless communications?How is wireless communication?
+How is the bag?
+How is the design? How is the screen?How does the screen position? How does the iPad position?How do the screen conform to the surface?
+How is the device?
+How is the sound?How does the sound sound? How does the bass sound?
+How is the sound?
+How is the streamer?
+How is the keyboard?
+How is the cable?How does it work?How is it? How is the wireless connection? How does the cable connect?
+How is it?
+How is the case?
+How is the mouse? How is the receiver?
+How is the shield? How is the protection? How does it hold up?How does the shield hold up against the weight of the iPad?
+How is the light? How is the color? How does the color balance?How does the light balance? How do the colors change? How are the colors?How are the color ratios?How do the color ratio change?How did the colors look?How was the color pattern? How was the
+How is the case? How is the keyboard? How does the keyboard hold up?How does the sound sound? How are the sound?How are the keyboard sound? Is the sound quality? How do the sound level? How can the sound levels sound? What is the sound pattern?How do the
+How is the sound? How is the lighting?How does the sound sound?
+How is the camera? How is the sound? How does the camera sound?How does the sound sound?
+How is the aperture? How is the speed? How does the aperture change?How does the speed change?
+How is the battery?
+How is the picture?
+How is the screen? How is the sound? Is the sound sound?Is the sound clear?How was the sound...Is the light?How did the sound and sound?Was the sound in the room?Was it clear? Was the sound good?Was there a sound? Was it loud?
+How is the camera?
+How is the cable?How does it work?
+How is the sound? How is the recording?How does the recording sound?How is it sound?
+How is the reception? How is the quality?How does the sound quality? How does the picture quality?
+How is the receiver? How is the keyboard? Is the mouse?
+How is the sound?
+How is the bag?
+How is the connection?
+How is the design? How is the material? How does the material fit? How are the materials? What is the shape? How do the materials fit?How are the fibers?How does the materials hold?How do the material hold? How did the material handle?How did the materials handle the
+How is the sound? How is the noise? Is the noise level?
+How is the design?
+How is the cover?
+What is the cost of the chromecast?
+How is the case?
+How is the usb port?
+How is the case?How is it?How does it protect the Ipad?
+How is the case? How is the design? How does it hold up?How does the design work?How is it in the hand?How are the arms and legs? How are the legs?How do the arm and legs feel?How did the arm feel? How was the arm?How
+How is the cable? How is the conductor? How does the conductor conduct the signal? Is the conductor of the wire?How does the conductivity of the conductor change?How do the conductor react?How is conductor conductance?How are the conductance and conductance of the wires? How are
+How is it?How is the receiver? How is the sound?How does the receiver sound? How does the sound sound?
+How is the cord?
+How is the case? How is the padding?How does it hold the camera body?
+How is the case?
+How is the camera?
+How is the drive?How is it performing?
+How is the quality?
+How is the camera? How is the image? How does the camera look?How does the image look? How do the camera feel? How are the colors?How do the pictures look? Is the image sharp?How are the pictures?How did the image sound? How was the sound?How
+How is the router?
+How is the design? How does the design work? How is the function?How does the keyboard function? How do the keyboard position? How are the keys?How are the controls?How do the keys react?How can the keyboard handle?How will the keyboard react? How will the screen react
+How is the cable?
+How is the mouse? How is the grip?
+How is the sound?
+How is the monitor?How is it?How does it sound? How is the sound?How are the colors?How do the colors look? How does the sound sound?
+How is the fan?
+How is the network? How is the router?How is it?
+How does it work?
+How is the video quality? How is the quality?
+How is the sound? How is the noise?How does the sound sound? Is the sound of the internal mic? Is it audible?Is the sound audible?
+How is the design? How does it feel?How does the design look? How is the sound?How do the design sound? How do the materials look?How are the materials? How are the controls?How will the materials fit in the case?How did the design feel? How did the
+How is the sound?
+How is the focal length of the lens?
+How is the range? How is the connectivity?
+How is the device?
+How is the lens?
+How is the keyboard?
+How is the drive?How is it? How is the performance?
+How is the case?
+How is the bag?
+How is the case?
+How is the quality of the cable?How is it? How is the sound?How does it sound? How does the sound sound?
+How is the antenna? How is the cable? How does it work?How does the cable work? How do the cables work?
+How is the case?
+How is the router?How is it? How is the wiring?How does the cable connect?How are the cables connected?How do the cables connect? How are the wires connected? How do the wires connect?
+How is the case?
+How is the lens? How is the aperture?How does the lens fit? How does the aperture fit?How is its balance?How are the optics?
+How is the memory?
+How is the case?
+How is the Airbender?
+How is the case?
+How is your computer?How is it?
+How is the signal?
+How is the design? How is the sound? How does the sound sound?How does the design look?How are the colors? How are the lines?How do the colors look?What is the feel?How did the sound look? How was the sound?"How was the color?How is
+How is the case?
+How is the sound?
+How is the range of telephoto zoom? How is the aperture?
+How is the flash?
+How is the connector?
+How is the design? How does it fit? How is the handle?How does the handle handle?
+How is the shooting? How is the composition?How does the color balance? How does the light balance?How are the colors?How much is the depth of field?
+How is it?
+How is the sound? How is the noise? How does the air quality?How does the sound sound? Is the air temperature? How are the air pressure?How are the sound quality? How much is the wind?How much are the noise and how is the air noise?How do the sound
+How is the mouse?How is it?How does it work?
+How is the sound?
+How is the sound?
+How is the lens?
+How is the finish?
+How fast is the SSD?
+How is the drive?How is it? How is the sound?How does the sound sound?
+How is the system? How is the hardware? How does the software work?How does the hardware work? How are the software?How are the controls?How do the hardware and the software function?How did the hardware function? How did the software operate?How was the software setup?How is
+How is the charger?
+How is the mouse?How is it?
+How does it work?
+How is the display?
+How is the keyboard?
+How is it?
+How is the T3i? How is the camera?How is it? How does it look?How does it feel?How do you feel? How are the cameras?How are the pictures? How do they feel?
+How are the buttons?
+How is the mouse? How is the battery?How is it?How does the battery function?
+How is it?
+How is the router?How is it? How is the wiring?How does the routing? How does the wiring work?How did the routing work? How did the wiring function?How do the routing function? How was the routing system?How was the wireless routing?How are the routing and routing
+How is the camera? How is it?How is it doing?How does it feel?How are the pictures? How are the colors?How do the colors look? How does the light look?How did the light feel? How was the lighting?How was the sound?How were the colors
+How is the antenna? How is it performing?How is it moving?
+How is the picture quality?
+How is it?How is the device?How does it work?
+How is the keyboard?
+How is the wire?
+How is the case?
+How is the cable?
+How is the mouse? How is the keyboard?How does the mouse feel?
+How is the image? How is the contrast? How does the color balance?How does the light balance? How do the colors balance?
+How is the sound?
+How is the bag?
+How is the sound? How is the bass?How does the bass sound?
+How is the lens? How is the aperture?How does the aperture change? How does the angle change?How much is the depth of field?How are the focal length?How do the angles change?
+How is the number of slots?
+How is the speed? How is the ISO?How does the ISO performance?How much is the light? How much is it?
+How is the TV? How is the sound? Is the TV sound? How does the sound sound?Is the sound quality? Is it sound? Does the sound level sound?
+How is the protection? How is the sound? How does the sound sound? What is the noise? Is the sound level? How are the sound quality? How do the sound levels? How was the noise level?How was the sound in the air? How did the sound react? How were the
+How is the sound?
+How is the cable?
+How is the shooting? How is the light? How does the color balance?How does the light balance?
+How is the mouse?
+How is the software? How is the hardware? Is the software in the cloud?Is the hardware in the clouds?
+How is the lens?
+How is the touch?
+How is the picture? How is the color? Is the brightness?Is the color sharp? Is it sharp?Is there a sharpness? Is there a color balance?Is it sharpness or is the lightness?What is the sharpness of the light?How does the color balance in the
+How is the sound?
+How is it?
+How is the performance?
+How is the lens? How is the aperture?How does the aperture function?How is its speed?How much is the speed? How does the shutter speed?
+How is the sound?
+How was the system? How was the interface?How did it work?How is the control? How is the sound?
+How is the reception?
+How is the performance? How is the system? Is the system performing?
+How is it possible to read in bed?
+How are the cables?How are they?How is the sound quality? How is the audio quality?
+How is the sound?
+How is the antenna?
+How is the mouse?
+How is the strap?
+How much is the power?How is the sound?How does the bass sound?
+How is the lens?
+How is the lens? How is the balance?How does the aperture? How does the f1.8 balance? How much is the weight?How much is it?How are the optics?How do you balance?What is the composition?How can the aperture balance? What is the speed?
+How is the G13?How is it?How does it feel?
+How is the mouse?
+How is the performance? How is the battery?How does the audio quality?How are the sound quality?
+How is the battery?How is it? How is the electrical charge?How does the battery function?How are the electrical charges? How does the electrical discharge?How much is the power?How do the electrical conductance?What is the voltage?How was the electrical impedance?How did the electrical
+How is the sound? How is the bass? How does the bass sound? Is the sound quality?How does the sound sound?
+How is the sound?
+How is the fan?
+How is the sound?
+How are the cables?
+How is the camera? How is the video? How does the camera hold up?How does the video hold up in the light?
+How was the installation?
+How is the bag?
+How is the battery?
+How is the control? How is the communication?How does the control function? How does the communication function?How do the controls work?How are the controls? How are the control functions?How did the controls behave?How was the control behavior? How was the communication behavior?How were the controls
+How is the flash?
+How is the keyboard?
+How is the Fire? How is the fire? How does it feel?
+How is the camera?
+How is the radio?
+How is the design?
+How is the fan? How is the cooling?
+How is the case?
+How was the setup?
+How is the sound?
+How is the camera?
+How is the image?
+How is the keyboard?How is it? How is the grip?How does the keyboard handle the weight of the iPad? How does the iPad handle the pressure?
+How is the design? How is the padding?How does the design of the case?
+How is the TV?
+How is the cooling? How is the airflow?
+How is the card?
+How is the wireless?
+How is the cable?
+How is the sound?
+How is the quality of the image?
+How is it?How is the leather?How does it hold up?
+How is the network? How is the router?How is it?How does the router handle the Internet? How does the network handle the internet?How are the controls?
+How is the system? How is the interface?How does the user interface?
+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 sound?
+How is the keyboard? How is the typing?How is it?How does it feel?How do you feel? How does the keyboard feel?
+How is the sound?
+How is the mouse?
+How is the design?
+How is the sound?
+How is the performance? How is the battery?How is it?How does the power?How are the speed?How much is the endurance?How's the power?"How is endurance? How does the battery life?How can the power be maintained?How do the power and endurance?Is the
+How is the device? How is the operating system? How does the sound?How does the screen look?How do the sound sound? How are the colors?How are the pictures? How do the colors look?What is the sound like?How did the sound look? How was the screen?
+How are the keys?
+How did it go?
+How is the device?How is it?How does it work? How is it connected to the TV?
+How is the sound?
+How is the keyboard?
+How is the mouse?How is it? How is the ergonomics?
+How is the card?
+How is the sound? How is the bass? How does the bass sound?How does the treble sound? What is the balance? How much is the midrange? How are the bass and midrange?What is the tone?How much are the midrange and bass?How are the mids?How is
+How is the monitor?How is it? How is the design? How does the screen look?How does the design look?
+How is the image quality? How is the composition? How does the lightness of the light?How does the color balance?How are the color saturation?How much is the depth of the color?How was the contrast?How did the color contrast? How was the color ratio? How did the
+How is the keyboard?How is it? How is the design?How does the keyboard function?How are the controls?
+How is the sound?
+How is the screen?
+How is the charger?How is it?
+How is the cable?
+How was the card?
+How is the bass?
+How is it?How is the sound quality?
+How is the signal? How is the connection?How is it?How does the signal change? How does the connection change?How can the signal be changed?How do the signals change?
+How is the sound? How is the signal? How does the signal sound?How is it?How does the sound sound?
+How is the fan? How is the airflow?How does the air flow?
+How is the keyboard?
+How did the cables work?
+How is the network?
+How is the drive?
+How is the keyboard?How is it? How is the design?How does the keyboard feel? How does the sound sound?How are the sound?
+How is the sound?
+How much is the cost?How is the quality?How does the keyboard and touchpad?
+How is the sound?
+How is the signal?
+How is the battery?
+How is the router?
+How is the power cord?
+How is the monitor? How is the color?How does the contrast?
+How is the system? How is the interface? How does it work?
+How is the connection? How is the wireless connection?
+How was the drive?
+How is the signal?
+How is the sound?
+How is the cooling? How is the noise profile?How does the sound profile?
+How is the quality of the cables?
+How is the setup?How is it? How is the network?How does the device work? How does the hardware work?How's the hardware? How's the software?How are the controls?How do the controls work?What is the interface?How did the hardware look?How was the
+How is the sound?How does the sound sound? How is the voice?How is it?How are the sound quality?How do the voice sound?What is the level of sound?Is the sound level?How much is the volume?How high is the impedance?How low is the noise
+How is the hardware? How is the system?How is it operating?How does the controller?How are the controls?How do the controls work? How are the buttons? How do the buttons work?How did the controls function?How was the control? How did the controller function? How was
+How is the design? How is the ergonomics?
+How is the sound? How is the padding?How does the sound sound?How do the padding fit? How does the padding feel?How did the sound feel? How was the sound quality?How was the design? How did the padding look?How much is the weight?How are the padding
+How is the remote?How is it?How does it work?How are the controls? How is the control? How does the control function?How do the controls work? How are the control functions?How did the controls function? How was the control behavior?How was the controls and the control
+How is the performance? How is the wireless performance?
+How is the sound?
+How is the hard drive?
+How is it?
+How is the performance? How is the design? How does the screen look?How does the display look? How are the edges of the screen?How do the screen feel? How do the edges feel?How are the colors?How did the screen sound?How was the display? How was the
+How is the mouse?How is it?How does it feel? How is the grip? How does it hold up?How are the grip?"How does the grip on the thumb side of the hand?How much is the weight?How do the grip and grip?How will the grip hold up
+How is the monitor?
+How is the battery?
+How is it?How is the sound?How does the sound sound?
+How is the sound?
+How is the keyboard?
+How is the sound?
+How is the camera? How is the battery?How does the battery function? How does the camera handle the wind?
+How is the sound?
+How is the cover?
+How is the router? How is the interface?How is it?
+How is it?
+How is the display?
+How is it?
+What is the size of the battery?How is the weight?How much is the power? How is the battery weight? How much is its weight?
+How is the signal?
+How is the sound?
+How is the keyboard? How is the screen? How does the keyboard feel?How does the screen feel? How do the keyboard sound?
+How are the cables?
+How is the remote?
+How is the power supply? How is the electrical supply?How does the cable handle the cables?How do the cables handle the wires?
+How is the Airbender?
+How is the sound? How is the quality?How does the sound sound?
+How is the sound?
+How is the performance? How is the router?How is it?How does the router perform? Is the router performing? Is it stable?Is the router stable?How are the wireless connections?Is it responsive? Is there a problem with the wireless connection?How was the router's performance?Is
+How is the router?
+How was the device?
+How is the sound?
+How is the monitor? How is the picture quality?
+How is the camera? How is the optical zoom?
+How is the cable?
+How is the wireless keyboard? How is the battery? How does the battery function?How does the keyboard function? How do the screen protect the screen protector?How did the keyboard position?How was the battery position? How was the screen protection?
+How is the sound?
+How is the router?
+How is the enclosure?
+How is the drive?
+How is the video quality?
+How is the cable?

pytorch_model.bin

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:901c232647f31440d4124c55341eaf8977c5930e8c14452fcfd9b9bc443c0e96
-size 557979321
+oid sha256:442d6e6950df878d4366b89cdcb61344f4d9677806b499e6b8f7af56e6beddf1
+size 557982969

tokenizer_config.json

@@ -1 +1 @@
-{"errors": "replace", "bos_token": "<s>", "eos_token": "</s>", "sep_token": "</s>", "cls_token": "<s>", "unk_token": "<unk>", "pad_token": "<pad>", "mask_token": "<mask>", "add_prefix_space": false, "trim_offsets": true, "model_max_length": 1024, "name_or_path": "lmqg_output/qg_subjqa_vanilla/bart_base_subjqa_electronics/best_model", "special_tokens_map_file": "lmqg_output/qg_subjqa_vanilla/bart_base_subjqa_electronics/best_model/special_tokens_map.json", "tokenizer_class": "BartTokenizer"}
+{"errors": "replace", "bos_token": "<s>", "eos_token": "</s>", "sep_token": "</s>", "cls_token": "<s>", "unk_token": "<unk>", "pad_token": "<pad>", "mask_token": "<mask>", "add_prefix_space": false, "trim_offsets": true, "model_max_length": 1024, "name_or_path": "facebook/bart-base", "tokenizer_class": "BartTokenizer"}

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": "facebook/bart-base", "max_length": 512, "max_length_output": 32, "epoch": 1, "batch": 8, "lr": 5e-05, "fp16": false, "random_seed": 1, "gradient_accumulation_steps": 16, "label_smoothing": 0.15}