model update

config.json

@@ -1,5 +1,5 @@
 {
-  "_name_or_path": "lmqg_output/qg_squadshifts/bart_base_squadshifts_amazon/best_model",
+  "_name_or_path": "lmqg_output/qg_squadshifts/bart_base_squadshifts_amazon/model_grdglr/epoch_1",
   "activation_dropout": 0.1,
   "activation_function": "gelu",
   "add_bias_logits": false,

eval/metric.first.answer.paragraph_answer.question.asahi417_qg_squadshifts.amazon.json

@@ -0,0 +1 @@
+{"validation": {"Bleu_1": 0.29246402610886424, "Bleu_2": 0.19622492480626652, "Bleu_3": 0.1351468571804594, "Bleu_4": 0.09468400602413962}, "test": {"Bleu_1": 0.2915511955855232, "Bleu_2": 0.19809543132979376, "Bleu_3": 0.13886597658579528, "Bleu_4": 0.09966236896433242}}

eval/metric.first.sentence.paragraph_answer.question.asahi417_qg_squadshifts.amazon.json

@@ -0,0 +1 @@
+{"validation": {"Bleu_1": 0.2933593164442892, "Bleu_2": 0.19659269382966535, "Bleu_3": 0.13501261865841546, "Bleu_4": 0.09433723097200968, "METEOR": 0.22853927926639778, "ROUGE_L": 0.27892159939034566, "BERTScore": 0.9281958063687283, "MoverScore": 0.6317503541582444}, "test": {"Bleu_1": 0.29484112538352764, "Bleu_2": 0.1994645474923756, "Bleu_3": 0.13909117230970652, "Bleu_4": 0.09916872988137683, "METEOR": 0.22782540261364487, "ROUGE_L": 0.27938142299309626, "BERTScore": 0.9276695461706216, "MoverScore": 0.6324632813052162}}

eval/samples.validation.hyp.paragraph_answer.question.asahi417_qg_squadshifts.amazon.txt

@@ -0,0 +1,1648 @@
+What condition does the reviewer have?
+What did they use the product for practice on?
+How many batteries does the American Innovative Portable Dual-Timer take?
+Would anyone be happy to have this scraper in their kitchen?
+Where is the flat screen located?
+What does the pan hold and distributes well?
+What is wrong with larger measuring cups?
+What kind of noise does the heater have?
+How long is the shoulder strap?
+How quiet is the Electrolux?
+Where did they try using the basket?
+How many colors are there?
+How does it work for drying fresh cut pasta doe?
+Why did others buy the bowls?
+What is the problem with the slicer?
+When does the cork stop working?
+How did the reviewer describe the product?
+Is there a pull out tube?
+What did the reviewer not take into consideration when buying this product?
+What kind of knives does the holder hold?
+How is the price?
+When did the reviewer receive the product?
+How many cups of rice does the rice cooker cook?
+Where did they find the product?
+What did the boat have that the reviewer didn't give a star rating?
+How long has it been since the trash can was purchased?
+What brand is the vacuum?
+How long ago did the reviewer buy the product?
+When was the air mattress first used?
+Where is the humidifier located?
+What is the size of?
+What did the Zenith build?
+Where did they buy their product?
+What holds the bags?
+What are the knives in?
+On what date was the review updated?
+How long does the water last in the car?
+What is the problem with the battery compartment?
+What is missing from the set?
+What did the steam press leave the shirts looking like?
+What did they lose from the pressure of the cutter?
+What does the coating on the racks help prevent from sliding?
+What did they have a little trouble doing?
+How long is the Runtime?
+What is the bottom of the pot?
+Where is the Hoover located?
+How does the product compare to Brita filters?
+What did they purchase?
+How are the instructions described?
+How has the grinder performed?
+What was wrong with the first review?
+What kind of cook is the product good for?
+What is the downside of the On/Off/Tare button?
+What shows no signs of cracking or wearing out?
+What is the Alarm level?
+How many did they buy?
+How much food does the crock pot cook?
+What is so solid that if it fell on your foot you will cry?
+How much heat does the pot hold?
+How many cats does the reviewer have?
+Where was the original thick Oster gasket purchased?
+What was not included with the French press?
+What does the mattress protector not do?
+What do they do as they juice?
+What size are the towels?
+Was the second set the same?
+How do you take the eggs out?
+What kind of filters is the product made for?
+What is the problem with the pan?
+How does the pan excel?
+What comes with the Deni 5600 Yogurt Maker?
+What is the only problem with the grill?
+How durable is the beater?
+What did they buy?
+What was the reviewer surprised about?
+What are these containers no longer made from?
+What material was the blender made out of?
+What kind of suction does the reviewer wish was better?
+What have they said about the chair?
+Where does it get between?
+How long has the fan been in use?
+How heavy is the dinnerware?
+What is the price of the tank?
+How is the lever used to make toast?
+What is the Timolino?
+What is the nicest part?
+Does the cup have valves to wash and disinfect?
+What did they buy?
+Who does the writer not have to trust to tell them the truth?
+How did the writer describe the sheets?
+How many yuan did they put together?
+What can the Vitamix take on?
+What was the main reason the reviewer didn't buy the juicer?
+What kind of tortillas did they use?
+What day was the bed ordered?
+What did the two air mattresses do?
+What can be a surprise when you get careless?
+What is one more thing to complain about?
+What size size do they keep their meals?
+How long have they had the product?
+Does the brewer compare to the more expensive Keurig?
+Are the pockets deep?
+What kind of smell did they notice?
+What is the benefit of the Exo Super Peel?
+What brand is the product being reviewed?
+How long does the Vacu Vin extend the life of wine?
+How big are the mats?
+What did the person previously use?
+What does the product ruin?
+How many times did I use the Velcro edge?
+What did they try to get back?
+What is the height of the grinder?
+What product is the reviewer reviewing?
+How often do they eat yogurt?
+What brand is the Calphalon mitt?
+What is the problem with the new filter?
+How tall is the product?
+How are the waffles inside?
+Why did the reviewer like the juicer?
+Where did they find the knife holder?
+What is one of the main complaints about the product?
+What did they not cook?
+How much did the mattress cost?
+Is the product a bargain?
+Where is the grinder located?
+Is the toaster larger or smaller than advertised?
+What is the product?
+How are the cages?
+What was wrong with the first Swiffer used?
+Why are the cutters excellent?
+What brand of knives does the knife holder hold?
+What is the capacity of the coffee maker?
+What material is the salt shaker?
+What do they have now?
+How many vanes were fixed?
+What other food has the peeler been used on?
+What material is the Westpointe 4-Inch High Velocity Fan?
+What color is the light?
+How does the writer describe the quality of the product?
+What is a little stiff?
+Why did the reviewer buy this product?
+Why wouldn't the pads be put in the dryer?
+What did they seal in separate jars?
+What color is the base?
+How old is the old Cuisinart?
+How long did it take to dry the comforter?
+What did they buy?
+How often does the reviewer use the vacuum?
+How much was the previous slicer?
+What stopped springing?
+Who couldn't handle temperature greater than 75 degrees?
+What did they wipe the cutting board with?
+Is it easy to clean?
+What do they have to do for it to be available when they need it?
+Is it hard to clean up?
+What grade is the spoon?
+What material are the tips made out of?
+What is a definite must-have?
+What did they purchase?
+What feature does the tea maker have?
+Who finished the TV stand?
+What did they put on top of the cloth?
+Where was the insulation burned?
+What is the height of the tv stand?
+What is the product?
+What kind of stove does the reviewer own?
+How is the scale described?
+What does the toaster do a fine job on?
+Did the cupcakes brown?
+How did the user try the product?
+How is the coffee maker described?
+What are some of the best things about the pie slicer?
+What is the price of the product?
+Why is the inside metal?
+How big is the water dispenser?
+How long does it take to settle?
+What is one product you can't really improve on?
+Do they use the larger tongs?
+What do they not suggest you leave in the pan while cooking?
+Why do they still like the mug?
+How long have they been drinking pu-erh tea?
+How many pounds of pork shoulder did the person put in their recipe?
+What is the writer going to do with the product?
+What can the ExcelSteel hold?
+How many test did they do with the older hoover?
+What do you do if the two-piece feature doesn't work?
+What color is the coating on the dowels?
+What kind of metal does the shower curtain have?
+What did they purchase?
+What does the non-stick coating seem to have?
+How is the recvd in?
+What shape is the spoon?
+Is it a $80 ironing board?
+How can the steam system be cleaned?
+What kind of coffee did they try with the Primula Coffee Brew Buddy Single Cup Coffee Maker?
+What is the name of the product?
+What is the upright good for?
+When can you use it?
+What did they return?
+What is the name of the product?
+Is the filter loud?
+What is a fun little gadget?
+What kind of pan does the product fit in?
+What was the reason the user bought the vacuum?
+What brand are they?
+What kind of coffee does the coffee club offer?
+What did the negative reviews say about the decanter?
+What animal's hair does the Dyson work well on?
+How much water was the author going to buy per week?
+Where is the trash can located?
+How did the reviewer describe the product?
+What is the toaster oven mostly used for?
+What kind of dehumidifier is this?
+How many pieces did they purchase?
+Does the product hold more than th picture implies?
+What do they want to do with the vacuum?
+Is the liquid easy to squeeze out of the can?
+What color is the KA stand mixer?
+What is the noise level of the product?
+Is the filter installed?
+Where are the measurements on the cups located?
+What two things are important to the writer?
+How old were the two they owned?
+How many trips did the person take to the store?
+How much was the Henckels Pro S hollow-ground santoku?
+How can the knives be washed?
+What is short?
+What is the Circulon?
+What kind of smell does the timer have?
+What kind of product is the lid used for?
+What is wrong with the arm that holds the roller?
+What would happen if the cup fell on your foot?
+What setting is quiet?
+What did they recently put together?
+What was the size of the crock pot?
+Why wouldn't I put sugar or flour in the lids?
+How heavy is the Staffordshire Terrier?
+What was the problem with the product?
+What is the reason the blender won't move?
+Does the fan have a pull chain?
+What brand of fondue pot is the reviewer reviewing?
+What kind of blade did the Benriner have?
+How do the sheets feel in the hand?
+What was the first problem with the iron?
+What is the benefit of the on/off switch?
+What temperature is the water machine?
+What do you need to put on the lids?
+What is the mitt not good for?
+How long have they had the coffee maker?
+How wide is the pot?
+How many mugs did they buy with a handle?
+What is the product being reviewed?
+How many pieces are in the set?
+How much did the heater cost?
+What kind of drinks are these glasses good for?
+What makes it easier to get the coffee grounds in and out?
+What is the weight of the mini dehumidifier?
+What setting does the kettle have?
+What do they do together?
+What is the look of the floors when using vinegar and water?
+What is the name of the set?
+What kind of drinks does this machine make?
+Melamine can cause what kind of damage?
+What happened to the lid?
+How many dinner settings did they put in the organizer?
+What material are the fan parts made out of?
+How much did the product cost?
+Why don't you use a regular two-piece canning lid?
+What material are the lids made out of?
+What material is the infuser made from?
+Where did the person move to?
+What do they keep the silverware in?
+What would you have to buy to get it to install?
+What is the product?
+What color are the filters?
+What kind of grinder is this?
+Is it possible to change the angle down to floor?
+What material are the containers made out of?
+Is the spoon deep?
+How many people does the writer recommend the product for?
+What is the reviewer's favorite feature?
+How many knives have they purchased?
+How is the refill of the salt and pepper shaker?
+How long did the reviewer have problems with the coffee maker?
+How long have they been using the mat?
+What type of burners does the stove have?
+What brand does the reviewer normally like?
+What color do the smaller Eva-dry units turn?
+What is the size of the chef's knife?
+How does the product come out?
+What do they use to hold down the carrots?
+How did the yogurt come out?
+Where can you refill the cylinders?
+What did they buy the product for?
+What kind of arm does the paper towel holder have?
+Where did they hang the vac?
+How many stars did the reviewer give the kettle?
+What did the person ask for for Christmas?
+How strong are the steam vents?
+What is the heat level on the pot?
+What did they not know existed?
+Where does the dust go?
+What types of milk does the machine combine?
+What did they buy?
+What does the new brand name air purifier still have?
+What is the size of the screen?
+What is the style of the mason jars?
+Does the wall get warm?
+Why does the writer reuse the product?
+What size items will they use the tongs for in the future?
+What happened in the middle of the summer?
+What does the mattress make when you lay on it?
+What is the only strange thing about the scale?
+What does the vacuum work well on?
+Does the tray slip?
+What is wrong with the bottles?
+Who do they cook large meals for?
+What did they order?
+What is the problem with the gas stove?
+Is the product expensive?
+What does the product seem to have plenty of?
+What material are the bottles made out of?
+What do they never use?
+Does the reviewer recommend the mug to anyone?
+What kind of product does the reviewer own?
+How long have they been using the Nordic Ware bowl?
+How many boards did they order?
+What is the product used for?
+What kind of utensil set is the set?
+What do they secure the cheese with?
+What was going to be tight?
+What kind of construction is this?
+Who makes the Green Earth Wok?
+What type of peeling motion does the peeler have?
+What was the customer's sworn promise?
+What does the writer wonder when they fix the frame?
+What was the purpose of the kit?
+Who did the person buy the largerCrockpot SCVP609-KLS Smart-Pot?
+How have they always made their own yoghurt?
+What is this?
+Where is the Benriner from?
+How does the writer feel about the product?
+What needs at least one silicone baking mat?
+What might be difficult to manage?
+What is a hit/miss?
+How many stars did they give the vacuum?
+Where has the hanger been branched out?
+What kind of rooms would the item be perfect for?
+How much did the reviewer spend on the machine?
+How many sizes did they purchase?
+What do they recommend using to keep the duvet aligned with the cover?
+What is one of the author's favorite words?
+How many items have been lost in four years?
+How much more expensive are the Enclume racks?
+How big are the mugs?
+How is the organizer?
+Where do you put the eggs?
+What was the size of the grind?
+Why did I purchase this product?
+What kind of colander is this?
+What time of day is the travel mug used?
+What material do they claim they use?
+What kind of sidewalks does the glass have?
+Why did the reviewer buy this product?
+What kind of reviews did the reviewer have?
+What is the size of the Thermos?
+What are indispensable in the kitchen?
+What is the product?
+How much hand pumping does the product have?
+What temperature does the fabric have to be washed?
+Where does the mandolin end up?
+What material is the handle made out of?
+What is a bit odd?
+What does the product do well?
+How long will the mattress last?
+How long has the shelving unit been made?
+Where should the glasses be placed?
+What is the key to using ricer?
+How long was the coffee still hot?
+What is better than the picture?
+What is good and sturdy?
+What kind of vacuum was the reviewer looking for?
+When did they buy the pan?
+What did they want to try?
+Is the oven more or less efficient than other products?
+How does the can crusher work?
+How long does the charge last?
+Where are the tags on the product?
+How many quart bowls does the mixer have?
+When did the breadmaker stop working?
+How many times has the reviewer tested tap water?
+What does the product do?
+What did they do with the first cord?
+Where did they buy the product?
+How much is the dehumidifier?
+How long does it take to heat the bedroom up?
+What is the brand name of the digital thermometer?
+What kind of cookies does this look like a fun way to make?
+What was the writer sick of?
+What was the pot roast deglazed with?
+What did they pick for the purchase?
+When does the reviewer make another cup for him?
+For what occasion was the ice pack purchased?
+What kind of coffee does the French Press work well with?
+What brand is the shelf liner?
+What kind of utensils does the spoon rest work well with?
+Is the product good for cookies?
+What does the product seem to be?
+What does the blower do?
+Where did they buy Tully's K cups?
+How much did they pay for the product?
+What is the quality of the remote control?
+What is the purpose of slicing the top strips?
+Is the bath curtain rod stain?
+What shape is the slot on the right?
+What does the ice cream maker work great with?
+Where do I use a lot of recipes from?
+Where did they have spaghetti eis?
+How many people does the reviewer have?
+Who liked the bedspread?
+What part of the caraf does not break?
+What kind of mattress does the product fit?
+What was wrong with the light?
+What started to bend and create clogs?
+What kind of heft is the mat?
+When did they get their old waffle maker?
+What is the main drawback of the product?
+What did some people complain about?
+What happened to the Sunbeam?
+What can be done to the tablecloth to make it work?
+What is the product being reviewed?
+How much was the Hoover Elite Rewind?
+What kind of weekends do these pans come in handy?
+What did the poster combine to create a unique experience?
+Where is the dehumidifier being used?
+What does the author dislike about the Breville BJE200X?
+What does the product come with?
+Where can the cutting board be thrown?
+How much less time does the toaster oven take than the GE big oven?
+What do they collect?
+Why does the reviewer have to use regular ground coffee?
+What kind of product are these?
+How does the coffee taste?
+What kind of space does the writer use the hook for?
+How many times does the reviewer use the pan?
+What does the Thermos travel mug do?
+What should you do?
+What might you use for the price?
+How much did they cost?
+What color is the battery case lid?
+What do they wish for?
+What did they think would be better?
+What was wrong with the grinds?
+Who did the person buy the kettle for?
+What is the writer in?
+Where can the organizer be mounted?
+Why can't you vacuum under furniture?
+What does the writer feel about the product?
+What did the reviewer dislike about the heater?
+What else did they buy?
+How long does the safety feature last?
+What did they do with the sheets?
+What will happen if the glass is chilled?
+What size rooms does the heater warm up?
+How is the quality?
+Why is the reviewer returning the kettle?
+How did the chicken come out?
+What is the brand name?
+How much does the tank hold?
+What kind of juicers have they tried?
+What can you juice regularly?
+How much information does the reviewer have about the steamer?
+Who made the lids?
+Is the blender powerful?
+What happened to one of the potholders?
+How do the towels feel when rubbed?
+What keeps things from moving and rattling?
+How long does it take to cook brown rice?
+Where are the openings?
+Why did the person buy the product?
+Is the blade easy to clean?
+What do you need to make sure of?
+How many oz cans of tomatoes does the can opener hold?
+Is there a chart for the rice type?
+How long does it take to clean the coffee?
+What kind of animal does the reviewer have?
+Who did the author give the scoop to?
+What do you hold down to open the jar?
+Where did they buy the attachment?
+What do they use them for?
+What can the writer live without now?
+What would the pan be good for?
+What type of moka pots did they own in the past?
+What does the brush take up a bit of?
+What kind of lid does the cup have?
+Where do they use the purifiers?
+Who wanted the pot rack with wood?
+How many of the glass were broken?
+What feature does the shelving unit have?
+What is the maximum capacity of the stick?
+What brand of pans do they usually buy?
+What was removed from the table top?
+What is the name of the oil?
+How long does the ice pack stay frozen?
+What is the width of the Circulon Symmetry Ultimate Stir Fry pan?
+What size cubes do they have?
+What was the slicer used for?
+What did the reviewer notice about the Thermos travel mug?
+What does owning a bar mean?
+Where does the milk "film stick?
+How is the knife?
+What is the reason for the purchase?
+What size mattress did they buy?
+Who did they have a potluck BBQ with?
+What do you have to do before you can pressure cook?
+Why do they like the spatulas?
+What brand is the air purifier?
+What does the light melamine bowl have that makes it easy to handle?
+What do they sprinkle with instead of flour?
+What do they use the hot pot for?
+How many shakes did they make with the blender?
+What kind of robot is this?
+What size is theilton Nonstick Cooling Rack?
+What brand are the measuring cups made from?
+When did they buy the pan?
+What size pans are wider than wilton?
+What is a good way to obtain this juicer?
+Is the price the same as the universal lid?
+What kind of squeegee does the vacuum have?
+What did they purchase?
+Is the son more likely to eat the food if he helped prep it?
+What have the new Breeze features done?
+How long does it take to clean the vacuum?
+Where did the customer buy the factory-reconditioned KitchenAid Professional Mixer?
+What is the other cool thing about the scissors?
+What does the Tylose Powder harden?
+What is the brand of the scale?
+What was on the side of the cardboard box?
+How long did they receive their order?
+What material is the spoon rest made out of?
+What color is the juicer?
+What is the size of the water reservoir?
+What kind of wood is the tray made from?
+How big is the pump?
+What should you do with hard water?
+What is the quality of the product?
+How big is the steamer basket?
+What brand is the writer a fan of?
+What is the main problem with newer toaster ovens?
+How many glasses did the person buy?
+What kind of adventure did they enjoy without the dogs?
+How many sets did they order?
+How was the customer service?
+What kind of issue has the reviewer had with the knives?
+Why is the silicone roasting rack not well executed?
+What was the author afraid would break when squeezed hard?
+What kind of product is this?
+What comes with the key rack?
+How did the reviewer describe the color?
+What kind of water does the cleaner agent use?
+How does the cover fit?
+How long did they vacuum?
+How much chocolate will it take to get the chocolate flowing properly?
+What would the tool be better made from?
+What kind of cover does it have?
+What setting has the reviewer been playing with for days and days?
+What was wrong with the pan?
+What is the quality of the glass bowls?
+How can you pressure cook?
+What does the reviewer compare the product to?
+What is the sound level of the fan?
+What is very fragile?
+What do they like to bake?
+What does the mattress protector protect the mattress from?
+What is well written?
+How did the reviewer feel about the product?
+What did the Zenith have to assemble?
+How much is the thermal insulation?
+How long did they use the cookware?
+What is mild?
+What had washed off?
+What color is the set?
+What will happen if you put the mixture in too soon?
+What does the product fit great?
+What did they order?
+What does the Queen size include?
+How many more did they buy?
+What kind of markings does the blanket have?
+Who recommended the knife?
+How many copper core pans does the reviewer have?
+What did they upgrade to?
+What is there no to set the temperature?
+What did they decide to try?
+What kind of tasks is the product used for?
+What are the handles and bottom made of?
+How many wins will this person win?
+Where is the room in question located?
+Where did they see the ice pops?
+What kind of utensils do they not need?
+What was the cost of the second KitchenAid?
+What does the coating inside look like?
+What else is included with the shaker?
+Is the juiceman easy to clean?
+What is the author a big fan of?
+Where did I see the product?
+How long did it take to arrive?
+What material is the lid made of?
+What animal lives in the alcove?
+What do you have to do to set the clock?
+Where do they keep the hooks?
+What do the cloths have?
+What is the problem with the crank-style nut grinder?
+What age was the lunchbox purchased for?
+What part of the bowl has warped?
+What are there no in the cups?
+Where do they store the noodles?
+Where is it easy to move?
+What size bottle did they order?
+How long has the product been in use?
+How many did they buy?
+What is the best part?
+How many tanks of water did they run through the coffee maker?
+What color were the sheets?
+How many beds did they purchase?
+What is the quality of the product?
+How long should the warranty last?
+What does the author like on the inside of the cups?
+How does the reviewer get the salt out of the ceramic grinder?
+How far away are the cut marks?
+Where did they order the product?
+What has held up well so far?
+What kind of casings did they use?
+What country is the grill from?
+What did they buy?
+How deep is the foam?
+What size is the pan?
+How long can the rice keep warm?
+What is the material like?
+How are the pans described?
+How long has the reviewer had the product?
+How are the edges of the blender described?
+Where do they hold the vacuum cleaner?
+What is extremely sharp?
+Is the product printed on one side?
+How is the insulation quality?
+What did they paint on?
+Does the rice cook well?
+What do they love?
+What is pretty good?
+What is the newer machine?
+What did they use to seal the hole?
+What kind of grip do the hangers have?
+What do you need to clean?
+What size comforter does the product hold?
+What was the reason the reviewer purchased the pan?
+Where did they put the container?
+What kind of oil will they be trying?
+What does it burn into your toast?
+What was the problem with the towels?
+What was seized in the Vitamix?
+What size mattress did the sheets fit?
+What rating did they give the coffee maker?
+How high is the water station?
+What did the heater put out?
+What doesn't lay flat?
+What is better not to use in narrow space?
+What is a great way to cook up eggs?
+What does the product not have to deal with?
+What does the writer not want the truck to do to the cat?
+What kind of beverages will the user use the mug for?
+What are the filters used for?
+What is the better design?
+How many pieces did the box arrive in?
+What is the product?
+What kind of salad did they make?
+When do the bowls tend to nick?
+What was a surprise?
+What is the brand name?
+Why did they get the product?
+How did the reviewer initially feel about the product?
+What is one of the main concerns?
+What is the color of the sheets?
+What comes with the blender?
+How long does it take to brew a full pitcher?
+What was the initial delivery estimate?
+What brand is the product?
+How long did they send a replacement?
+What did the package recommend to dust the mold with?
+Where does the chicken get it's smell?
+What does the person do with a mason jar?
+What brand is the mixer?
+What feature does the reviewer like?
+How many more have they purchased?
+What size is the cup?
+What was the brand of the new KitchenAid Mixer?
+What material are the tops made of?
+What have they tried?
+How much did they pay for this mattress?
+At what point does the plastic flex?
+Why did they buy the animal version?
+How long did the fabric rub against the bed frame?
+How many more have they ordered?
+How long did they run the product?
+What is wrong with the apartment?
+What does the product have on the back?
+What is wrong with the product?
+How did they set the scale up?
+What size piece of paper was inside the ricer?
+What is the only way the utensil holder works?
+Is the lid sturdiest?
+How long did they look at the product?
+What are mason jars?
+Where does the dark coating burn?
+How many pieces does the dinnerware set have?
+What kind of company is the reviewer going to buy the product from?
+What kind of beep does the induction cooktop resemble?
+What is one possible negative of the product?
+How does the fan look on your desk?
+What color is the rubber blade?
+How did they store the chicken breasts?
+What brand did they switch to?
+How clear are the pillows?
+How many people are in the bed?
+What should be done to make the mats stay flat?
+Where does the drying rack come out?
+How long has the product been in operation?
+What did they order?
+What types of storage does the charger/stand allow?
+What did the reviewer do with the tool jar?
+What brand of sharpener did the person buy?
+What does the product save?
+What do they feel like they are wearing when they shop?
+What optional items were ordered?
+What is the best thing about the Starbucks travel mugs?
+Where does the writer put the mailbox?
+What is the safety feature of the grinder?
+What happened to the fan?
+What do they like about the trashcan?
+What shape are the cutting heads on the carbide blades?
+What is the product?
+What is the speed of the oven?
+What brand of vacuum does the person own?
+What brand of ice cream maker would I not buy again?
+What brand is the product?
+What part of the apple can't peel?
+What is the cup in?
+How long have they owned the pan?
+How many dogs does the reviewer have?
+When did the foam arrive?
+What else does BedVoyage have on Amazon?
+What size plate does it come with?
+What was the original price of the pan?
+How many points do you need to get something free?
+What product is the reviewer reviewing?
+How long have they had their cup?
+What does the toaster oven warm?
+What do the trays get?
+What material is the pan made from?
+When was the iron bought?
+What kind of smoothies are they?
+How does the reviewer feel about the vacuum?
+How long did it take to grind the spices?
+What kind of coffee do they typically bring along when they're traveling?
+Does the filter leak?
+What type of product is this?
+What are the only negatives?
+What is no longer used?
+How much space does the bottle have?
+What kind of implements did they not want to use?
+Is the product lightweight?
+What was the reviewer looking for?
+How long will the Cuisinart set last?
+What other machine does the reviewer compare the product to?
+Where is the trash can used?
+Does the cable cover fit?
+What is the size of the Max Burton 6200 Deluxe induction cooktop?
+What did they learn to make by hand?
+What should you choose if you want mini pie pans?
+How many sandwiches did they make with it?
+What is the problem with the slats?
+Was it difficult to assemble?
+What brand is the brand?
+Why did the reviewer change his rating?
+Where can the cupcakes be washed?
+Who did the person buy the product for?
+What was one of the issues with the Revereware set?
+How fast does the noodles cut?
+What feature on the Kuhn Rikon did not work well?
+What does the plastic on the product become?
+How did they make baking easier?
+How often do they clean their home?
+What do they make?
+What color is the mixer?
+How long have the pans been used?
+When does the reviewer's mom make tea and coffee?
+Why should you not use oil sprays?
+How was the replacement sent?
+How do the handles feel?
+Where was the Salad Shooter purchased?
+When did the reviewer buy the product?
+What did the shaft strip out?
+What is the quality of the pan?
+What is the worst thing about the product?
+What size room is the fan okay for?
+What is more convenient?
+How long does the reviewer take the coffee maker with him?
+What did they search for?
+Where did the reviewer put the product?
+What feature helps with drying?
+What do they like about the switches?
+What kind of smoothie has the processor been used for?
+How big was the frame?
+What is coming in real handy for the kitchen?
+How far away is the fan from the unit?
+What will happen if the mugs get so cold?
+What is the drawback of silicone mats?
+What will happen if you don't use a pot holder?
+What was the reviewer impressed with?
+Who used the pot on her show?
+What is the problem with the box?
+What does the countertop oven cook?
+How are the kernels?
+When did they first use the muffin pan?
+What is the quality of the griddle pan?
+Where does the vacuum work well?
+What kind of brush does the reviewer use?
+What material is the button cover made of?
+What did I receive for free?
+What kind of hands do they have?
+How did the reviewer clean the inside of the Roomba?
+Who was able to install the product with no help?
+What happened to the plates and coffee mugs?
+How loud was the blender at first?
+What is the main difference between the Thermoworks and the non-foldable?
+What is the old appliance color?
+How long did it take to cook?
+What is the name of the product?
+What is the biggest issue with the new coffee maker?
+What did they hit the tray with?
+How does the dishwasher handle?
+How sharp is the blade?
+What is the cost of the interior?
+What happened to one of the old trays?
+What do they love about the product?
+How long have they been sleeping on the beds?
+What does the reviewer recommend the VRT juicer?
+What was the weight of the vacuum?
+What kind of sharpness are these knives?
+What is the product?
+What keeps napkins secure?
+Is the wire easy to remove?
+What do they do with their preserved foods?
+How many mitts did they order?
+How heavy are the lids?
+How many handle lengths does the spatula have?
+What kind of events is the product good for?
+What do they never need to do?
+What material is the product made from?
+How many emails did they send?
+How was the purchase?
+What was the cause of the back pains?
+What is the plastic used in the product free of?
+What is the grip like?
+What is the product being reviewed?
+What size is the humidifier?
+Where did they put the tortillas?
+What kind of food does the product make?
+What was a bit tricky to learn to insert?
+What is one thing you can set the Roomba to do?
+What was the author looking for?
+What is the travel mug size?
+What was the original price?
+What made it foolproof?
+What kind of product is this?
+How did the author store the plates?
+How long should the automatic lid last?
+How much coffee does the reviewer use per cup?
+What kind of scale is this?
+What language is the instruction pamphlet in?
+What gets in the way?
+How many shoes did they end up purchasing?
+What speed is the Vitamix?
+What is the size of the processor?
+How long is the cord?
+How do they feel about the purchase?
+How long have they had a similar product?
+How many years does the product hold?
+What did they throw away?
+What did they receive?
+How is the nozzle?
+What did they buy?
+Does the wok cook well?
+What brand did they use to clean the vacuum?
+What was the quality of the coffee?
+What kind of lid did they get?
+What happened to the product?
+What did they do with the straws?
+How many days does it last?
+What makes it easy to get daily fruit and veggies?
+How many measuring cups do they have?
+What is the only weakness of this iron?
+How many sets did they order?
+What do these pans provide?
+What was the reviewer not wild about?
+How long should the tray stand?
+How much of the coffee does the strainer catch?
+What kind of spaces is the iWavecube microwave perfect for?
+What do the pillows have?
+What is the first drawback of the product?
+What can you use to add to your "reusable" home product?
+What did they buy?
+What should you do with the dough?
+How is the product made?
+What do you need to do before purchasing?
+When did the person purchase the product?
+How much of the carpet does the customer have?
+Where did the reviewer buy the product?
+Where should you check for more recipes?
+Where are the items stamped?
+What helps you get started without spillage?
+How many clothes racks did they buy?
+Where do you put the longer cooking item?
+What is the product?
+How easy is it to keep clean?
+What did the pitcher have that was important?
+How hot is the temperature when holding something very hot?
+What brand are the skillets?
+Why didn't the reviewer use the product?
+How does the frame sit compared to your average bed?
+What should you not do?
+How long does it take to get the machine to lock?
+How does the product look?
+What brand is the Tumbler?
+What is the quality of the product?
+What part of the can will not go back into the can once removed?
+How is the quality of the Cooper Cooler?
+Who did the reviewer buy the product for?
+Is the user new to the mixer?
+What was the previous iron?
+What kind of mattress does this person love?
+Who did the knives scare?
+What is the bag used for traveling with?
+Where did they buy the coffee maker?
+Where is the meat thermometer mounted?
+Does the Bodum toaster have any issues with toast getting stuck?
+What comes with the funnel?
+What do they rarely use?
+What wouldn't the writer put on the newer Tablemate?
+What would be a good addition?
+What do they wish they got?
+Where did the reviewer purchase the glass?
+What brand is the iron from?
+How much of the label did the reviewer break?
+What will the user find other uses for the ball?
+What are the accessories?
+Why did the author mention the air holes?
+How does the lid fit?
+What kind of writer is the writer?
+What do they have a huge?
+What did the reviewer read from cover to cover?
+Why did they buy this set?
+How long will the wok last?
+What is the R-230KW model not good for re-heating?
+Is assembling easy?
+How long have they been perusing coffee grinders?
+How deep is the casserole portion?
+What is on one side of the machine?
+What can the molds be used for?
+What was the texture of the cardboard?
+What is spill-free?
+What do they mostly toast?
+What kind of squeegee does the vacuum have?
+How many jars did they seal before the vacuum died?
+What do you need to do to clean the knife?
+What setting does the oven not have?
+What does the reviewer think about using paper filters?
+What is the problem with the carafe?
+What is the rep for?
+How much water does the product take?
+What is a worthwhile tool?
+Who bought the product?
+What size is the ice-cream bucket?
+Is the fan heavy?
+What is it?
+What does the writer use to make Ricotta?
+What is the best option?
+What is the product?
+What two businesses does the writer have?
+Are the larger tongs good for serving bread?
+What does the vacuum suck up?
+What will crack the plastic?
+What type of glasses have usually held up to everyday usage?
+How many beers can you drink in a can?
+How much does the Ozeri Pro II Digital Kitchen Scale weigh?
+How many cups did they make in their Gevalia?
+What happened to the twill fabric on the Calphalon mitt?
+What does the carbon filter keep the house from smell like?
+What brand was the reviewer going to contact about the product?
+How absorbent are the towels?
+How many dollars does the reviewer recommend spending on a product?
+What is a bit small?
+What is the reviewer's only complaint?
+What feature does the handle have?
+What does the fabric protect against?
+What falls off the car window?
+What does the reviewer limit the use of?
+What kind of husband does this person have?
+What would the reviewer suggest?
+What will muffle the loud volume?
+How does the reviewer feel about the purchase?
+What brand of lemons had unusually thick rinds?
+How long do they let the yogurt make?
+How can the scissors be used?
+What are the best?
+What did they buy?
+What is another name for the CALPHALON NLYON TURNER?
+How many Tequila dinks did they serve?
+What kind of mess did the cleaner clean up?
+What made the reviewer doubtful?
+What was left in the dryer?
+What do they love doing?
+How does the frame sit compared to your average bed?
+What did they do to try it out?
+How many pounds of lean beef roast did they take?
+What is one of the main reasons you use the product?
+What would be a problem if you don't like luke warm coffee?
+What brand of detergent do they wash their laundry with?
+Who did they buy the iron for?
+What doesn't the reviewer have?
+What was wrong with the last hand held vac?
+What was the brand of the tower fan?
+What is the quality of the product?
+What does the product have?
+How long does it cook meat?
+What brand is the product line?
+Where does the writer mostly sleep?
+Why was the shoe rack difficult to assemble?
+What have they struggled with for years?
+What brand of product does the product match?
+How is the power?
+What is the benefit of using silicone pans?
+What kind of drain does the griddle have?
+Why did they get it?
+What did they buy two as?
+What brand of grinders does the writer own?
+What happened to the buzzer?
+What brand are the liners?
+What was the new sharpener modified to be?
+What foods does the pan work well with?
+How does the writer feel about the density of coffee?
+What material are the measuring cups made from?
+What kind of material are these?
+What does the Black and Blum Fruit Loop have?
+What did they first order?
+What is the minimum amount of food you can cook for two or three?
+How many stars did the reviewer give the organizer?
+Does the towels fall apart?
+Why did the reviewer give the mop two stars?
+What is it a great way to do?
+What material is the soap holder made from?
+What kind of squeegee does the vacuum have?
+What is very pretty?
+How much does it add to the fondant to make decorations?
+What does the Smartstick do?
+What is the brand name?
+What is the weight of the pan?
+What kind of water does the mop use?
+What did the person buy?
+What kept going off when I used "broil"?
+Who is obsessed with black pepper?
+What should be added first before softer items?
+How do they look?
+Why does the user have to mess with the product?
+Who did the reviewer get the product for?
+How many years has the reviewer been making saurakraut?
+What is safe?
+What is the pot great for?
+What is used to stir the Cream of Wheat into boiling water?
+What type of rice does the product have special settings for?
+Does the memo center look the same in person?
+What did they purchase?
+What is the only thing I need to buy to make ravioli?
+What did they chop?
+What do you need to keep in the house?
+What is the product made of?
+What brand are the bowls?
+What happens if you lose power?
+When did they buy the box?
+How many pillowcases are there?
+How often does the writer use the device?
+What kind of filter bags does the vacuum come with?
+What did they buy?
+What is the brand name of the review?
+What does the vacuum aggravate?
+How long does the tank last?
+Is the writer satisfied with the product?
+What does the writer use the product for?
+What kind of meat is this thermometer used for?
+What is one issue with lunch totes?
+What quality is solid?
+What was being watched when the clothes racks collapsed?
+How does the garlic press work?
+What is the brand?
+Where can the disc holder be kept?
+Where did they buy the insulated travel mugs?
+How many buttons are on the Braun coffeemaker?
+Where was the blender refurbished?
+What feature does the door rack have?
+What is a must have weapon in the war of pet hair?
+Who highly recommended the product?
+What is the purpose of this kettle?
+Where is the product made?
+What can be purchased with this product?
+Is it easy or difficult to use?
+What material are the measuring cups made out of?
+What does the steamer not use?
+What did they order?
+Why did they buy the bags?
+What brand is the strainer?
+What kind of milk is easiyo?
+What features a folding design?
+Where does the filter fit?
+What is Bodum's carafe capacity?
+What is the writer doing with the rotisserie?
+What should you do to prevent the cork from slipping out?
+What is the total length of the 2-1/2 strainer
+What country was the Ionizer made from?
+When was the grinder purchased?
+Who is the mattress protector for?
+What is the problem with the Bodum Bistro Large Electric Water Kettle?
+How did the pan cook?
+How big is the product?
+How many other rice cookers does the person own?
+Why does the reviewer use Brita filter?
+What will you not be using the silicone roasting rack for?
+What can the cake plate be used for?
+What do they feel confident doing?
+How many ply does the pan have?
+What did they buy?
+How did the reviewer rate the vacuum?
+How easy are the parts to assemble?
+What kind of cranking did they end up ordering?
+What kept getting stuck in the juicer?
+What would the product look great with at the dinner table?
+What online store did they buy the digital oven thermometer from?
+What is the brand?
+How long is the warranty?
+When was the 2nd unit purchased?
+Who likes making s'mores in the microwave?
+What do the bolts do after a couple of months?
+What do they like to do at night?
+What did the product produce?
+What happened to the water when the reviewer heat it up?
+What brand of vacuum has the person owned for many years?
+What did they buy?
+What brand is the Bissell?
+What brand is the brewer?
+What happened when washing the pan?
+What are the bowls not designed for?
+What brand does the person own?
+What brand is the reviewer reviewing?
+What brand is the product?
+What is the blender used for?
+What happened to the 4 inch Lakewood fan?
+What kind of floor does the reviewer not recommend using the product on?
+What does the ricer have on the sides?
+What kind of bowl is this?
+What did they not want to splurge on?
+What did they bag?
+How much of the pineapple did they have?
+What material did they buy?
+Is the half liter used?
+How many shots of espresso does the reviewer make?
+What part of the cup does the travel mug open for easier cleaning?
+How sharp is the new Wusthof knife?
+What is the only way to do it well?
+What color are the Heritage blue Ball jars?
+How did they decide on this juicer?
+What did theysoften in the pan?
+When do they know their bread will turn out great?
+What decade does the author go back to?
+How did the reviewer receive the product?
+What brand is the product?
+What did the Cooper Cooler chill?
+Where did they find the repair kits?
+Who saw how the shoes got organized?
+What kind of floors is the air filter located on?
+How often do they rotate the mattress?
+How long has the reviewer had the rice cooker?
+What does the reviewer make at one time?
+What does the author say to never use?
+Where do they use their lid?
+How long has the pillow lasted?
+What brand of stir-fry pans did they try?
+How do they feel after 30 days?
+What is the weight of the cutting boards?
+What are the lids used for?
+How many plates are in the set?
+What type of coffeemaker does the reviewer feel is wrong with the product?
+How long did the odor last?
+How did the user feel about the product?
+What is the size of the bottom portion?
+What does the product prevent the food from being?
+Is olive oil easy to fill?
+Does the MIU France Ceramic Nakiri Knife have bolts or wood?
+If the cover and bowl were redesigned what would make removal easier?
+What material is the outside made out of?
+What is the shape of the mold?
+Where is the air filter located?
+What are the handles on the measuring cups?
+What did they first order?
+What does the product look like?
+Where was the grinder placed?
+What happens to the food if you apply high heat?
+What does the author empty when grating lots of cheese?
+What size pan is more practical?
+What is the brand name of?
+What comes out great in the same time a big oven would take?
+Where was the split?
+How many vendors did they buy the cheesecloth from?
+How is the delivery?
+What does the Roomba encourage?
+How much coffee does the product hold?
+What does the seal do?
+How much does the Space Bag cost?
+How much does the skillet do to the surface?
+What was the rating?
+What kind of tea do they like?
+What kind of corkscrew is this?
+What is the easiest solution to the water pump problem?
+What does the writer think plays a part in the blending?
+What did they want to replace with?
+What did they use the product for?
+Where did they get the product?
+What did they never want?
+What is the brand name of the remanufacturing company?
+What is the only minus star?
+What is the trick to not breaking the glasses?
+What kind of kit did they buy?
+How much do the towels pill when washed?
+What can you use the product instead of?
+What does the reviewer always preheat any thermos with?
+What is the longer side supposed to do?
+What do they not want to spend hundreds of dollars on?
+What was the son afraid of?
+What quality are the plates?
+What percentage of humidity will the appliance reduce?
+What is used to protect the mugs?
+How many people does the reviewer have?
+How long did it take to install the product?
+How quiet is the product?
+What does the color resemble?
+What should you do to prevent this problem?
+Why did the reviewer return several toasters?
+What makes cord handling a snap?
+What do they always use to remove their muffins?
+What do they usually buy in small quantities?
+What is the only issue with the product?
+What color is the product?
+Where did the customer take the product?
+What did the reviewer read about?
+How deep are the corner cabinets?
+What was the batter stuck to?
+What happened to the waffles?
+What are just drawings?
+What did they use the product for?
+What is the problem with the lid?
+What is the quality of the set?
+What did they not have?
+How do the bags fold?
+What makes the Pinzon Hotel Stitch Shower Curtain stand out?
+What do the cookies taste more like?
+How many bottles were in the second thermos?
+What is the only saving grace of the iron?
+What kind of lids does the product have?
+What material is the frame made of?
+What do they make?
+Does the product work on all cans?
+Does the garlic press need washing?
+Who fights over the knife?
+What color would I have preferred?
+How many people does the reviewer have?
+How long is the cutter?
+What is hard to do without holding out the sleeve?
+How textured is the handle?
+What was the person poised to purchase?
+What kind of set is essential?
+What is the handle made of?
+How many did they buy?
+How much are the potholders?
+How did they make Zucchini Bread?
+What does the reviewer say about the furniture quality?
+How is the Fiestaware?
+How many soap pumps does the person have?
+What is the writer's opinion of the suction?
+What do they recycle?
+What was the main reason the reviewer chose this product?
+What mode can the whisk be used in?
+What side do you want the juice to go?
+How many days did it take to get the replacement?
+Why did they have to buy a replacement bin?
+At what time does the popcorn burn?
+Is the tool storage permanent?
+What is the color of the plastic?
+What did they try on the second floor?
+What was useless for the user?
+What did the reviewer rate the set?
+What is the product?
+How many glasses are in this decanter?
+How long is the warranty?
+How many grooves does the cutting board come with?
+What would the Dirt Devil Breeze be good for?
+What shape did they change the design to?
+What did I buy in the past?
+What feature of the bottom of the pan is critical?
+What part of the bag will be regretfully returning?
+What will happen if you bake breads with a higher oil content?
+What is the brand of the cleaver?
+What are the dimensions of the wine cellar?
+What is the size of the tablecloth?
+What is the normal stick?
+What is the nationality of the person's grandmother?
+What do you do to reseal the jar?
+What was the problem with the product?
+What is the tool made of?
+What would be convenient?
+Who won't have to unhook the pipes to fish out the earrings?
+What size is the recharger?
+Is the product easy or difficult to cut?
+What kind of machine is this?
+What will it be too much hassle to do?
+What is the product?
+What was the condition of the box?
+What did they buy?
+What kind of bags do they buy?
+What season does the reviewer use the FD5 dehydrator?
+How much time do they spend in bed?
+What is the size of the bottle?
+How much did Keurig charge for this product?
+Where did they put the sheets?
+What pattern does the Pinzon Hotel Stitch Shower Curtain have?
+What material is the cup made from?
+How often do they smoke and grill?
+How many hooks does the product have?
+What is the product?
+What does it require to make organic bread?
+What does the writer freeze extra?
+What website does Finazzle have?
+What does the product have?
+What are the sides of the wok like?
+What do the directions warn against?
+What kind of wine are these glasses good for?
+What do you need if you want a perfect cooked meal?
+What part of the product does not work well?
+What is worth every penny?
+How many oz. is the thermos?
+What kind of dishes are the teaspoons too small for?
+What was the first thing the reviewer noticed?
+What pieces should be nestled carefully?
+What led the manufacturer to cut corners?
+How long did it take to throw the pillow away?
+What brand is the microplane?
+What is the underside made of?
+What kind of filter does the machine have?
+When did they take two of the bags on vacation?
+What kind of tea can be used to make the IngenuiTEA?
+What is very sharp?
+What is the problem with the filter?
+Who did they make a call to?
+What kind of person was the reviewer expecting this to be?
+How many square feet of open space does the room have?
+How many inches is the knife?
+Where did they buy the toaster oven?
+How much does this timer cost?
+How many did they buy?
+Why can't the reviewer say how the filter measures up?
+How long does it take to knead bread?
+What kind of hangers are included?
+What do they like about the unit?
+Is the heater paintable?
+Why is the cord so short?
+What color is the gasket?
+What makes for an uneven cut?
+Where does the salt crock sit?
+How many stars did the reviewer give the product?
+How much did the reviewer spend on the fan?
+How much more does it cost than a basic mop and bucket?
+When was the mattress purchased?
+What rating did they change their review to?
+What did the person buy?
+What kind of gifts is the garlic press good for?
+What brand is the brewer?
+What kind of product is this?
+What does the handle do to you?
+What does the product look like in the kitchen?
+Who can't get to the pillows?
+Where is the rack located?
+What happened to the first order?
+How long does the travel mug keep coffee hot?
+What are the keys to getting good results?
+Why did they buy the product?
+How long is the ironing board when folded flat?
+What did they order?
+How many whisks does the machine come with?
+How many did they buy?
+How long did it take to put it together?
+What do you need to clean the grinder?
+What kind of diet do they eat?
+What size canning jars did they purchase?
+What ruin the item?
+What is the blender useless with?
+What are they?
+What can the appliance be used for puree?
+What do you push through the cork?
+Is the iWavecube microwave powerful?
+What will you have to experiment with?
+What was the result of the purchase?
+What brand is the R-230KW model?
+How long has the user had ground coffee?
+When did they buy the toaster?
+What is the texture of the bath towel?
+What brand of towels did they purchase?
+What kind of opener is it?
+What was the problem with the closet?
+When was the carpet dry?
+What is the name of the product?
+How does the product look?
+What brand is the product?
+How many of the silicone roasting racks are there?
+Is the water easy to clean?
+How old is the user?
+What can happen if you insert the chillsner too quickly?
+Do you wake up early?
+What can the blender not do with it?
+What did Inigo Montoya say you should attach to your bottle?
+How did the writer describe the lock mechanism?
+What is one of the issues with the electric kettle?
+Is it easy to bake individual Apple Pies?
+What did the CDN and Taylor measure?
+What material is the pinch spoon made from?
+Is it easy to assembly?
+What color is the thermometer?
+What is the dog's name?
+What brand is the juicer?
+What can it hold?
+What are they fond of making?
+How should you pour in the base?
+What would the change help?
+How long did the reviewer wait for the sateen sheets?
+What kind of oil do they use?
+What is the only issue with the product?
+What does the manual warn of?
+What season did the reviewer use the heater?
+How is the quality of the trashcan?
+What kind of ties do they own?
+What did they buy?
+What is convenient and makes the cleaner more lightweight when removed?
+How many sets has the writer purchased?
+What is the quality of the product?
+What kind of oven did the pan get?
+What do you need to dilute the soap with to make it thinner?
+What have they tried in the pot?
+What will this processor do to salad dressings?
+How many pieces are in the Farberware Classic Stainless Steel set?
+What part of the vacuum does the reviewer wish was longer?
+What brand is the slotted spoon from?
+What did the reviewer use to measure out the tip?
+What is the capacity of the fiestaware?
+What color is the scale?
+What is the size of?
+What kind of bill did the writer have?
+What does the writer want to buy for her grandmother?
+Where did I buy the Pie Crust Maker?
+How big is the air purifier?
+How long did it take to cook?
+Who recommended the KitchenAid Power 5?
+What kind of collection is this?
+How tall is the Westpointe 4-Inch High Velocity Fan?
+How long did they have their old one?
+Where does the ricer aim the riced items?
+What is the brand of the pump machine?
+What would the reviewer like to be able to do?
+What did they swear they would never buy again?
+Why aren't the utensils easy to hold?
+When did the product arrive?
+What would a coworker take?
+Who filled the brush up?
+What is nothing says redneck like?
+What can you do with the popcorn?
+What is the item a good addition to?
+What don't they use?
+What part of the decaf canister had come off?
+How fast is the shave?
+How long does it take to bake?
+Is it possible to get the eggs evenly cooked?
+What brand is the product?
+What is the quality of the salt and pepper set?
+Who did they call?
+What is the quality of the product?
+What is being reviewed?
+When did the reviewer receive the product?
+Why did they get the sheets?
+What size bags did they use?
+How many spares does the TP-Holder store?
+Is the mattress soft?
+What is the product functionally?
+How much of what did they use their vacuum for?
+What does the pot splatters?
+Does the product rust?
+What kind of material is the product?
+Where is the spinning mechanism located?
+Is it easy to dent?
+What part of the iron was warm to the touch?
+What is the quality of the Food Saver bags?
+What brand did they start their collection with?
+How is the tea made quickly?
+What kind of briquettes do they use?
+What is the next purchase for the dispenser?
+Why are these hangers a good value?
+What brand of chocolate can be used without oil?
+What kind of scales did they compare the scale with?
+What color is the blanket?
+What kind of reviews did they read?
+What part of the Dyson gets full?
+Is the TARE function mandatory?
+What kind of food has the silicone baking mat been used for?
+What do they scramble to perfection?
+What doesn't the pillow put to sleep when you slip it under the pillow?
+What did the person buy?
+Where did they leave the ice pack?
+Why did they purchase the product?
+What brand of products do they own?
+What does the size of the ice maker cause?
+What are they going to order more of?
+What do they suggest doing to the ice cube tray?
+What happens when you cut the pizza?
+What does the author recommend?
+What is the product being reviewed?
+How long do the loaves air out?
+What is the rating for the product?
+How does the pan heat?
+What type of soup did the first person try?
+How long did it take for the bottom half of the twopiece handles to become useless?
+What does the quilt look like?
+How quiet is the juicer compared to other juicers?
+How long should the shower curtain last?
+What size pans have they used?
+What was the cause of the first incident?
+Who is the seller?
+Has the user used the product?
+Where does the coffee brew?
+What should you do to prevent scratches?
+What does the lid have?
+What didn't work?
+How is the finish?
+How many people does the reviewer have?
+What happened to the cutters?
+How much is a four pack?
+How long has the user owned a juicer?
+What do they like to make?
+What kind of rating does the AC unit operate within?
+What is this product?
+What color is the Westpointe 4-Inch High Velocity Fan?
+What type of house does the writer live in?
+What do they bake?
+How long should the bags last?
+What stores did they look at?
+What brand is the 24 oz Stainless Steel Cocktail Shaker?
+How long have they had the product?
+What material is the liner made out of?
+What did they buy for their tea?
+What is the condition of the second unit?
+What type of rice did they first cook in the product?
+Where is the heater mounted?
+What can you not cook at the same time?
+Why are the ridges deep?
+How long have they had the product?
+What temperature do they cook potatoes in?
+What does not come back up?
+How many pounds of potatoes did the ricer squeeze through?
+What type of memory foam does it have?
+Where did I do a ton of research?
+What happens to the pan?
+What would this person recomend?
+What did they buy recently?
+How does the writer feel about the purchase?
+What does the kettle do to tell you that the water has come up to temperature?
+What is a great substitute for the monster vac?
+What size pans did they order?
+How long has the writer owned the product?
+How much does the bottle opener cost?
+Who opened the frother?
+What kind of odor does it have?
+What part of the humidifier is almost nonexistent?
+What does the humidifier produce?
+What is on the front of the box for labeling?
+How old is the reviewer?
+Where does the TV stand look great?
+What is the condition of the desk?
+How long did they use the EC701 model?
+Where can you purchase the rice cooker?
+What brand is the popper?
+What kind of trip will the knife be useful for?
+What is good about the product?
+What did they buy?
+What version of the Spot Bot did they shipped?
+Where do the spoons hang?
+What kind of product is this?
+What brand of dishes did they buy?
+What is the new favorite use for the product?
+What colors were the boards?
+What kind of reviews are mixed?
+How long should you wait before sleeping on the mattress?
+What part of the pan made it easier to put in or take out?
+What type of pans did they buy prior to NordicWare?
+What do the shelves sometimes get?
+How does the muffin baker clean the muffins?
+What will happen if you aren't careful?
+What did they replace?
+What material is the cover made of?
+How does the reviewer feel about the product?
+What kind of air conditioner does it have?
+Where did the shield work well?
+What is the bad aspect of the Hoover?
+What kind of surface are these pans?
+What is the best crock pot recipe book?
+What has the user used before?
+What is the weight of the person?
+What brand was the product?
+What did Amazon do with the product?
+What material is the freon made out of?
+What brand of knifes did they buy?
+Who did they return their previous toaster to?
+How long does assembly take?
+What does the slice guide do?
+What will the globe of corks do?
+How does it clean up?
+Where did they order the product?
+Where was the product ordered from?
+How long has the reviewer owned the product?
+What is difficult for arthritic hands to lift and twist?
+Where did I buy the product?
+What made set up a nightmare?
+How long has the warantee been?
+What was the previous review about?
+What is the name of the button on the rice cooker?
+What do they recommend using to strain the oil?
+How long has the person owned a Calphalon contemporary non-stick set?

pytorch_model.bin

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:92dc42112d8365d0f3b4759a83c1b1f971eff5591b5033906042b1fb4837c4bf
-size 557979321
+oid sha256:f68a8be2f207c2e7d1d4231e8219e6611117519f2578005f4acd771e923eb067
+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_squadshifts/bart_base_squadshifts_amazon/best_model", "special_tokens_map_file": "lmqg_output/optimized/bart_base_squad/model_kyzucb/epoch_2/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": "lmqg_output/qg_squadshifts/bart_base_squadshifts_amazon/model_grdglr/epoch_1", "special_tokens_map_file": "lmqg_output/optimized/bart_base_squad/model_kyzucb/epoch_2/special_tokens_map.json", "tokenizer_class": "BartTokenizer"}

trainer_config.json

@@ -0,0 +1 @@
+{"dataset_path": "asahi417/qg_squadshifts", "dataset_name": "amazon", "input_types": ["paragraph_answer"], "output_types": ["question"], "prefix_types": null, "model": "asahi417/lmqg-bart-base-squad", "max_length": 512, "max_length_output": 32, "epoch": 4, "batch": 8, "lr": 5e-05, "fp16": false, "random_seed": 1, "gradient_accumulation_steps": 8, "label_smoothing": 0.15}