text:
Train my own dataset

Hi,
If I want to train the model based on only my own dataset. What should I do?
I found in "data>lightweight" you mentioned required format for model.
Should I only obey this format and put my dataset in data directory or there are some other things I have to do with train files?
I think I have to change "availableCorpus", in this part also : chatbot>textdata.py (line52)
availableCorpus = collections.OrderedDict([  # OrderedDict because the first element is the default choice
    ('cornell', CornellData),
    ('opensubs', OpensubsData),
    ('scotus', ScotusData),
    ('ubuntu', UbuntuData),
    ('lightweight', LightweightData),
])

Would you please help me if need to change any other parts?
Thanks
Naz

put your data set in text file of 1st  line question and then 2nd line answer, 3rd line question 4th line answer and so on. And then in lightweightdata.py  file at 59th position there will be this line "with open(filename, 'r') as f" here instead of filename put your data set location. And before running main.py in chatbot repository chatbot_tutorial-master>save>model in model folder delete everything .......then after that in command promt for running main.py........type "python main.py --corpus lightweight --datasetTag xxx" (instead of xxx put your data set filename only without file extension .txt )

Thank you very much for your reply. I will try and inform you the result.

Would you please help me on KeyError: 'CHATBOT_SECRET_KEY'?
I don't know how to find it on windows10!

are you trying to run it on web interface?

Thank you very much for your reply. I will try and inform you the result.

did you get result?

Hi,
Thanks again for your reply. Actually l finished training, now l want to interact with chatbot, l thought the only way is using web interface!
Would you please let me know if l can interact with chatbot through command prompt or something other than web interface?

Run from command prompt.....type " python main.py --test interactive" with this chatbot will go in interactive mode.

Thank you, it run.
I receive same answers for different questions. I guess maybe that's because of small dataset or short training (small number of epochs).
Would you please let me know your opinion?
Thanks

how many questions and answers are there in your dataset?

Total length of my dataset is 21,648 tweets ( including both questions and answers).

it is  more that enough, because my data set is just of 800 lines (400 questions and 400 answers) and it is working fine. Can you show me sample of your data set?

Sure,
My dataset is Hate Speech tweets with their replies.
In attachment, I attached two files, first file is chat_origin.txt which are initial tweets and replies I extracted from twitter and the other is chat.txt which are my cleaned data and I fed to your algorithm.
Thank you

From: shubhamsonawane21 notifications@github.com
Sent: Friday, June 28, 2019 9:01:56 PM
To: llSourcell/chatbot_tutorial
Cc: Salehabadi, Nazanin; Comment
Subject: Re: [llSourcell/chatbot_tutorial] Train my own dataset (#6)
it is more that enough, because my data set is just of 800 lines (400 questions and 400 answers) and it is working fine. Can you show me sample of your data set?
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1141869283666014209@nianoel74 i really don’t know why shit is being dragged on. regardless if you say it’s bout me or not, cause i’m o… https://t.co/AouD0c9B9p
1141870401536086016@hartley_lillian nah you didn’t hurt me. just fake to me. shocked me, yeah. but i’m not hurt now. because it’s happ… https://t.co/HDLxbv7QXS
1141870401536086016@hartley_lillian nah you didn’t hurt me. just fake to me. shocked me, yeah. but i’m not hurt now. because it’s happ… https://t.co/HDLxbv7QXS
1141870448566788096@hartley_lillian cause i’m really tired of it when i haven’t said anything since.
1141869296542519298@PogmojiMindsett @_simonbryson @TheManUtdWay It’s cunts like you that we really don’t need on our planet
1141870076364304384@matty_smythe @_simonbryson @TheManUtdWay Come say it to my face if you feel so strongly
1141869340360187905Motha' fucken Mullahs, here's your bill for a $220 million UAV. Cash only bitches or we comin' ta collect!… https://t.co/axAYfDhq3A
1141884788929781760@RkSyrus @WIRED So is that you who’s going to collect it and pay for collection fees or is it going to cost thousan… https://t.co/96Y679ZBrv
1141869340360187905Motha' fucken Mullahs, here's your bill for a $220 million UAV. Cash only bitches or we comin' ta collect!… https://t.co/axAYfDhq3A
1141870718642114560@RkSyrus @WIRED If you want war honestly you should be the first one to go!!
1141869412791644162Oh shit it’s cancer season bitches 🦀 I guess this explains why I sensed my power growing steadily today.
1141877034043396096@lizkhalifa69 🦀🦀🦀🦀
1141869447449387008LMMMFFFAAAOOOO oh wowww I’ve missed Syracuse so much with the dusty ass white bitches 😂😂😂 https://t.co/YeEPTmi5B8
1141888031907098626@_jharee Yooooo chill k.yonceeeee 😂😂😂
1141869482551447553  CONANGELA2  lilgotitties  At  this  rate  that  u2019s  the  only  person  who  will  date  you  I  love  bullying  stick  figure  ass  u2026  https  t  co  ee1x5Z0JdD  display_text_range  26  140  source  u003ca  href  http  twitter  com  download  iphone  rel  nofollow  u003eTwitter  for  iPhone  u003c  a  u003e
1141869881115082752@Delicious_Drea @CONANGELA2 Could be worse i could be easy bc I’m insecure about bein fat n cry myself to sleep for… https://t.co/kY0HjzdpzL
1141869722725564417  Peak  of  being  in  public  school  was  when  I  got  made  fun  of  for  having  facial  structure  what  were  those  bitches  trying  to  prove  source  u003ca  href  http  twitter  com  download  iphone  rel  nofollow  u003eTwitter  for  iPhone  u003c  a  u003e
1142033621240483840@JESUSCHRlSTVEVO That you shouldn’t have called me a goat-
1141869775058014208This how i wanted to be today , it was too damn hot https://t.co/bADmiWEl91
1141930154194870274@aintshit_ke STOP PLAYING BITCH 😂😂
1141869798483271681I’m shtty I can’t move bc I haven’t been graduated for 12 months bitch what if I was one of these slow bitches who… https://t.co/XV4JgXl15I
1141875667514068992@UNV_DAE Huh ft me
1141869802887307265saw a Tesla almost get into an accident ... y’all better start actually driving them hoes, they’re getting tired
1141889197260849153@intuneothrwlrd AKSKSKSJSJ
1141869802887307265saw a Tesla almost get into an accident ... y’all better start actually driving them hoes, they’re getting tired
1141880206304538625@intuneothrwlrd LMAAODKFNDNFNF
1141869283666014209@nianoel74 i really don’t know why shit is being dragged on. regardless if you say it’s bout me or not, cause i’m o… https://t.co/AouD0c9B9p
1141870401536086016@hartley_lillian nah you didn’t hurt me. just fake to me. shocked me, yeah. but i’m not hurt now. because it’s happ… https://t.co/HDLxbv7QXS
1141870401536086016@hartley_lillian nah you didn’t hurt me. just fake to me. shocked me, yeah. but i’m not hurt now. because it’s happ… https://t.co/HDLxbv7QXS
1141870448566788096@hartley_lillian cause i’m really tired of it when i haven’t said anything since.
1141869296542519298@PogmojiMindsett @_simonbryson @TheManUtdWay It’s cunts like you that we really don’t need on our planet
1141870076364304384@matty_smythe @_simonbryson @TheManUtdWay Come say it to my face if you feel so strongly
1141869340360187905Motha' fucken Mullahs, here's your bill for a $220 million UAV. Cash only bitches or we comin' ta collect!… https://t.co/axAYfDhq3A
1141884788929781760@RkSyrus @WIRED So is that you who’s going to collect it and pay for collection fees or is it going to cost thousan… https://t.co/96Y679ZBrv
1141869340360187905Motha' fucken Mullahs, here's your bill for a $220 million UAV. Cash only bitches or we comin' ta collect!… https://t.co/axAYfDhq3A
1141870718642114560@RkSyrus @WIRED If you want war honestly you should be the first one to go!!
1141869412791644162Oh shit it’s cancer season bitches 🦀 I guess this explains why I sensed my power growing steadily today.
1141877034043396096@lizkhalifa69 🦀🦀🦀🦀
1141869447449387008LMMMFFFAAAOOOO oh wowww I’ve missed Syracuse so much with the dusty ass white bitches 😂😂😂 https://t.co/YeEPTmi5B8
1141888031907098626@_jharee Yooooo chill k.yonceeeee 😂😂😂
1141869482551447553>>NO-TWEET>>
1141869881115082752@Delicious_Drea @CONANGELA2 Could be worse i could be easy bc I’m insecure about bein fat n cry myself to sleep for… https://t.co/kY0HjzdpzL
1141869722725564417  Peak  of  being  in  public  school  was  when  I  got  made  fun  of  for  having  facial  structure  what  were  those  bitches  trying  to  prove  source  u003ca  href  http  twitter  com  download  iphone  rel  nofollow  u003eTwitter  for  iPhone  u003c  a  u003e
1142033621240483840@JESUSCHRlSTVEVO That you shouldn’t have called me a goat-
1141869775058014208This how i wanted to be today , it was too damn hot https://t.co/bADmiWEl91
1141930154194870274@aintshit_ke STOP PLAYING BITCH 😂😂
1141869798483271681I’m shtty I can’t move bc I haven’t been graduated for 12 months bitch what if I was one of these slow bitches who… https://t.co/XV4JgXl15I
1141875667514068992@UNV_DAE Huh ft me
1141869802887307265saw a Tesla almost get into an accident ... y’all better start actually driving them hoes, they’re getting tired
1141889197260849153@intuneothrwlrd AKSKSKSJSJ
1141869802887307265saw a Tesla almost get into an accident ... y’all better start actually driving them hoes, they’re getting tired
1141880206304538625@intuneothrwlrd LMAAODKFNDNFNF
1141869952569348096Old photo books came out today my dudes, and oh fucking boy haha. That rare Trowback Thursday coming at you bitches… https://t.co/HYXbzLFYc5
1141870266139783168https://t.co/ltQf5hmdFd
1141870266139783168https://t.co/ltQf5hmdFd
1141870745854849024https://t.co/9ZpRe4KOVb
1141870745854849024https://t.co/9ZpRe4KOVb
1141913545262735361Don't worry dudes, I didn't hold back on the embarrassing ones! Obviously Haha. 🤣
1141869959800377344I'm in a whole ass mood today and not with the shits you corny ass bitches
1141870071284940806tune in next week for my forest pictures sweet thang 🤪🤪🤪
1141870032743366656my dog got attacc’d for looking like a snacc. lol jk he tried to pull a ghost & lose an ear. bitches dig it. co… https://t.co/9K71YnXoxi
1141989505785892864@justinipanini Oh noooo. Not the cone!
1141870032743366656my dog got attacc’d for looking like a snacc. lol jk he tried to pull a ghost & lose an ear. bitches dig it. co… https://t.co/9K71YnXoxi
1141870877073653760@justinipanini Leia thought she would eat a cat. She was wrong.... Dead wrong....Hope her beloved is okay 💙💙💙 https://t.co/yjMHkI6ktm
1141870040809013248bitches will claim to not like you but still follow you lmaoo
1141870437992812544@xjanaeariana weirrrrrd 😳
1141870050619678720Hoes maddd hooesss mad . Hoes maddd plays through my head all day
1141886977534545920@bell__216 https://t.co/il2RJ8qGRI
1141870086069903361@Radio_Raheem__ Y'all Mfs suck anyways....making posts for your chi-town hoes 😂
1141870474881916929@MauriceT_20 Who u a fan of again Miami or Golden State or you on the Toronto wave now 🤔
1141870474881916929@MauriceT_20 Who u a fan of again Miami or Golden State or you on the Toronto wave now 🤔
1141871263348121600@Radio_Raheem__ Warriors now since wade gone. Don't mention Toronto to me. Man I almost unfollowed your ass lol
1141871263348121600@Radio_Raheem__ Warriors now since wade gone. Don't mention Toronto to me. Man I almost unfollowed your ass lol
1141871340833714176@MauriceT_20 😂😂😂😂😂😂😂😂😂
1141870107188088832I hate niggas that act like bitches , SO BITCH MADE !!!
1141916837128691712@bbbabykayy @adoreyanns Follow back
1141870134023393281@Kaaaiitttt Im dead i miss yall hoes
1141930903364653056@EboneFranklin Miss you too😂
1141870148359299072@Jaileannnn @DuchessLiz  bitches this is us. https://t.co/QnlJ9hokEX
1141870379784232960@heatheruroff @DuchessLiz Who is who though is the real question
1141870186456158210bitches listen to this and think they know oldies  https://t.co/vQIcx5CJzt
1141871637941239808@melissaaa760 Lmao I feel exposed https://t.co/5UhHaPyn9I
1141870193326657542@GetEmDot Na lol, I’m dead chilling. I’m just listening to all the shit bitches b doing to get to me and it’s like… https://t.co/KauiOwdX2A
1141871833316319233@Renealexis_v Lmao I feel you on that
1141870209571205121gaige just said “y’all bitches from hale center break hearts. Hale Center Heartbreakers”🤣💀💀
1142082041833504769@daeee_07 Couldn’t be me😔
1141870211546714113Im so depressed i want weed and anime son not even these hoes
1141874391455866882@w4yn3sw0rld I hope you feel better soon man. Brighter days are always around the corner
1141870211546714113Im so depressed i want weed and anime son not even these hoes
1141870914075877383@w4yn3sw0rld I'm depressed too
1141870235190026244“Pit bull puppy looking ”TM” look like my shit, all types of pickles, dragon breath, eating every snack in sight, t… https://t.co/TWF1ndAV6t
1141870237756928006THIS THIS TOOK ME OUT!!! GREATEST THING I EVER READ!!
1141870237756928006THIS THIS TOOK ME OUT!!! GREATEST THING I EVER READ!!
1141871190170099713@rejoyce4l https://t.co/iWZPmQKFvi
1141870272930123777  ChillaZo  lovelyniik  MikoSuave206  Bitch  you  a  whole  ass  weirdo  ain  u2019t  nobody  touch  your  punk  ass  I  got  bitches  that  would  do  that  with  ease  display_text_range  36  140  source  u003ca  href  http  twitter  com  download  iphone  rel  nofollow  u003eTwitter  for  iPhone  u003c  a  u003e
1141871363562414080@SneakBFinessin @lovelyniik @MikoSuave206 With ease yeah okay talk to your gf or whatever and yeah you did that’s w… https://t.co/oOyHUfvkRA
1141870282518487040Bitches dead be fans
1142087083034599424@OwwKimberly Word! I just keep giving them more to Hate On.... I mean Love me for!
1141870282518487040Bitches dead be fans
1141893248044216320@OwwKimberly 🙇🏽♀
1141870296024174592@nikki20n It’s always bitches with an extra ass name “sidneigh” https://t.co/yaXtCgXs06
1141963484730707969@PastelJules @nikki20n I can’t pronounce any of these names lmaoo
1141870298674937858  These  bitches  for  EVERYBODYYY  gabreeyla  https  t  co  FvDa7nxbYy  display_text_range  0  43  source  u003ca  href  http  twitter  com  download  iphone  rel  nofollow  u003eTwitter  for  iPhone  u003c  a  u003e
1141884458183856128@jasfine_ @gabreeyla @
1141870298674937858  These  bitches  for  EVERYBODYYY  gabreeyla  https  t  co  FvDa7nxbYy  display_text_range  0  43  source  u003ca  href  http  twitter  com  download  iphone  rel  nofollow  u003eTwitter  for  iPhone  u003c  a  u003e
1141871265197821953@jasfine_ LMFAOO 😂😂😂😂😂😂😂😂
1141870312730050560"that's called gaslighting. learn that term, coin that term, because bitches will try to do that to you."
1141870314114207745"i think if people had to be me, they would see how hard it is."
1141870313275133952Girl you’re not even a dyke shut up https://t.co/fVMiLyyplB
1141870393315201024@ChySilverss That’s what ppl still call me 🤕
1141870393315201024@ChySilverss That’s what ppl still call me 🤕
1141871242762260480@swavey_cathaay Girl fuck dem ppl .
1141870318576738304Some bitches do the most on Instagram, I can't 😂😂😂
1141870656658632704@jxocy @ her smh
1141870368988250112But they will fuck a nigga RAW knowing he got a whole gf 😩 https://t.co/6mIIYM9sjE
1141870801513328645@Doneishaaaaaa Yup yup dey better gtf
1141870396745998336i dont trust bitches w/o a bitmoji PERIOD.
1141880335841615873@tinytokoyami i’m fucking sorry, alright?
1141870696865288192Ooof my side hoes are mad cute 🤩🤩🤪❤ https://t.co/ezreLCkya1
1141917380290859008@melaniejpacheco OMG ES EL MANCEBO ?🥺
1141870764456460288Which one of you hoes did this?? https://t.co/ngbMlSGJNs
1141895285511217153@SogoneRios @supahotjosh Women ain’t shit
1141870764456460288Which one of you hoes did this?? https://t.co/ngbMlSGJNs
1141870935026200576@SogoneRios It was me sorry
1141870835977740288@kiszkafam this one of those bitches from twilight
1141871242032615432@coleprestn hmm excuse me???
1141870904152117254Who Finna Argue With Somebody Miles Away 😂 like who has the energy for that 😭 bitches be all Cap 🤫
1141915716901376000@sakiaaah 👀
1141915716901376000@sakiaaah 👀
1141915967712387072@_ILickBalls Girl A Nobody I show you this girl you gone be like tf  😭
1141915967712387072@_ILickBalls Girl A Nobody I show you this girl you gone be like tf  😭
1141916083408031744@sakiaaah Bitch I wanna see😂😂🤣🤣
1141916083408031744@sakiaaah Bitch I wanna see😂😂🤣🤣
1141917409365909504@_ILickBalls That same hoe that’s mad lmao girl still can’t sleep 💀 text me
1141917409365909504@_ILickBalls That same hoe that’s mad lmao girl still can’t sleep 💀 text me
1141919512956194817@sakiaaah Bet
1141870955121315841u booster bitches got sum fuckin nerve! Tnis ho tried to charge me $250 for a Nike suit
1142132629485031424@_quezl22 🤣🤣 bro I stg
1142132629485031424@quezl22 🤣🤣 bro I stg
1142133125386035201@Carmeyy shit wasn’t even $250 when she stole it 😭
1142133125386035201@Carmeyy_ shit wasn’t even $250 when she stole it 😭
1142133249524846594@_quezl22 Rightt🙄 might as well go get that bitch your self .
1141871049866383365@alexiscliftonn @kaleb725 1) not lying. 2) was the truth 3) better go play with them lil hoes you hang with cause I will knock you
1141871459276664833@donniemark_ @kaleb725 You cant knock me if you tried boy. Imma hit you with that 1 2 and you gonna be seeing tweetie bird 😂😂
1141871123870748677Hoes want the pitty party but I ain’t got the violin
1141874653469794304@JessiEffinBaby so you want me to mash these fruits up like sauce and get a spoon or you want me to lob them too yo… https://t.co/S644K9Hn60
1141871266602688512Ok hoes share this so everyone can reply! Reply to this with #MegatronOutTONIGHT #MegatronStreamingParty… https://t.co/PGcM634yv5
1141875842898960384@NickiNation2 #Megatron #Megatron #Megatron #Megatron #Megatron #Megatron #Megatron #Megatron #Megatron #Megatron… https://t.co/sLfps2EJus
1141871266602688512Ok hoes share this so everyone can reply! Reply to this with #MegatronOutTONIGHT #MegatronStreamingParty… https://t.co/PGcM634yv5
1141873730769104903@NickiNation2 #MegatronOutTONIGHT #MegatronStreamingParty #Megatron To get these trending! Aaand follow everyone that retweets this
1141871266602688512Ok hoes share this so everyone can reply! Reply to this with #MegatronOutTONIGHT #MegatronStreamingParty… https://t.co/PGcM634yv5
1141871707847909377@NickiNation2 @Nyatron477 #MegatronOutTONIGHT
1141871267030675456got to oil up all the thick bitches at magic city on set yesterday.
1141881334069125120@SaveAsia Yes prosper boo
1141871280091799555Level 2 bitches! How am I gonna play 2 ARGs now?!?Add me! https://t.co/pph2q3RbpU
1142038034415869955@ChaoticGoodish What game is this?
1142038034415869955@ChaoticGoodish What game is this?
1142067563138039809@ChaoticGoodish Oh yea, how do you like it?
1142067563138039809@ChaoticGoodish Oh yea, how do you like it?
1142067909981814787@lleggster A little like PGO but more involved. Nothing to catch per se but spells to cast and things to collect.
1141871285678542848Started added a bunch of Kenzie’s and Mackenzies just to see if we were all bitches or if it was just me. So far so good 🤷🏻♀
1141917801919275008@mastlouis2015 Do they drive Jeeps too lmao
1141917801919275008@mastlouis2015 Do they drive Jeeps too lmao
1142030457976082432@TrustTheKhakis Oh you hush Mr. I’m in the army let me get a challenger starter pack 🙄
1142030457976082432@TrustTheKhakis Oh you hush Mr. I’m in the army let me get a challenger starter pack 🙄
1142030835689938944@mastlouis2015 GASP! Oh no you didn’t! Ms. I’m a Caucasian woman, coffee or i riot 😈
1142030835689938944@mastlouis2015 GASP! Oh no you didn’t! Ms. I’m a Caucasian woman, coffee or i riot 😈
1142030987661938688@TrustTheKhakis Ok, touché. Can’t even come back from that one 😂
1141871288970928128All my hgs are the same. I sent out this girl chain message someone sent to me and all these bitches responded sayi… https://t.co/dGnbRwDze0
1141874814459641856@LilMessyco LMFAOOOO I literally just looked at that shit https://t.co/BKR57l129A
1141871299981139968@goldiejayy_ 🤣🤣 it ain't nothing but a thing. They some goofy looking hoes anyways 🌚
1141871820838187008@kortnee Shorty gone have to build a bridge and walk tf over it 😂🤷🏽♀
1141871316909338625And bitches think this is OKAY 🤦🏾♀ https://t.co/vvXqkaw6O2
1141951236981362688@ShordieeBhadd You better call me IMMEDIATELY
1141871484928954368@TyMoneyD1 Oh ok go hang w yo other bitches 🙄
1141872116431761408@annah_kessler You keep blowing me off boo
1141871508068941826  conroe  hoes  source  u003ca  href  http  twitter  com  download  iphone  rel  nofollow  u003eTwitter  for  iPhone  u003c  a  u003e
1141872456090705924@MarylinGaleas rt💀😂
1141871562347253760@AUVIIIX Damnnnnnn its ok make dat money dawg. But I hope your day gets better fuck dem hoes
1141873508676337664@SupremeKAJ Good lookin family ❤
1141871563756703747@zaraplesuski The wildfire hoes
1141901722698207232@puc_dani @zaraplesuski Ufffff
1141871595826360320She Ain’t Shit , Bitches Be Greedy Asl . She Definitely Could’ve Paid That Tip https://t.co/LbJzd8VHjU
1141871667888775169@xxjanaee_ right the tip don’t be shit
1141871667888775169@xxjanaee_ right the tip don’t be shit
1141872018650009601@bbigbosst Exactly Lil Shit . Bitches Just Be Greedy & Selfish Sometimes
1141871666751873025What’s it like dating bitches? 🤔
1141885962676576256@LiteMy_Blunt Bruh 😂😂
1141871666751873025What’s it like dating bitches? 🤔
1141875173601267713@LiteMy_Blunt Amazing 😋
1141871670786871297Even tho you you got these fake bitches on your shit 😂🙄 my sissy is so pretty 💓💓 https://t.co/SlbZcjVxse
1141890058682654721@Zariaa_Mariee You kill me 😂😂 you give 0 fucks this is why we’re bffs
1141890058682654721@Zariaa_Mariee You kill me 😂😂 you give 0 fucks this is why we’re bffs
1141890996805857280@sierrraaaa7 Well why tf are these  bitches commenting on my little sisters shit after talking shit bout me for no… https://t.co/5RYLYV0MQH
1141871783374663680Look who's plus now you broke bitches https://t.co/9PI2MhblNW
1141871788475002881Anghami gave it to me for free I don't actually have money lol
1141871816274862080Just wait until I’m blonde again bitches https://t.co/yZsHMAGJJs
1141891683887570946@jjjtizzle We can both go back to blonde together
1141871818069946368@Ohhhhhh_ASHLEY shid, alll the hoes gonna be like “Pull up onnnn meeee. “
1141871939285393409@MykeahJohnson right
1141871834935255040@_raqueeelllll DEADASS LIKE BITCHES NEVER B SINGLE IM JUST LIKE DIME SIS
1141872469478903808@ingrid_d0e I’m dying omg 😂
1141871897963094022Bitches like drinking beer on Thursdays It’s me I’m bitches https://t.co/dAAjWruRLW
1141939415700430849@KrisTRN15 That sounds perfect, actually.
114187190050478899430+ lmao don’t let these bitches with small ass butterflies on they neck tell u it don’t hurt ... That shit had me… https://t.co/wPNtDmOaGS
1141878024163463168@Na_toria Oh my God 😩
1141871930619904003I got hoes B https://t.co/9V04QwxDzq
1141872896706523141This is going to be the guy that draft David Johnson this year
1141872896706523141This is going to be the guy that draft David Johnson this year
1141878119860711424@dharmik8184 you can draft him twice, join the league we got a spot for you
1141878119860711424@dharmik8184 you can draft him twice, join the league we got a spot for you
1141878311506927616@mikethu chill Mike I don't want to be in your fascist League
1141872896706523141This is going to be the guy that draft David Johnson this year
1141877764670332931@dharmik8184 price choppa
1141871947585921027havin hoes don’t excite me
1141883322387353601@xyadiraaa you straight? your profile picture all black
1141883322387353601@xyadiraaa you straight? your profile picture all black
1141883906863616000@Carter_tyg yes ,, i just don’t have any good pictures😂
1141883906863616000@Carter_tyg yes ,, i just don’t have any good pictures😂
1141884015386996747@xyadiraaa lmao i feel that💀💀
1141872050476371968Fuck it. I'm losing 100 lbs and clearing my skin and it's OVER for you bitches
1141909106225221639@FairyDrunkMom omg queen i need your motivation
1141909106225221639@FairyDrunkMom omg queen i need your motivation
1141914211011969025@itismaycie Spite. My motivation is pure spite
1141914211011969025@itismaycie Spite. My motivation is pure spite
1141914584422506497@FairyDrunkMom nothin wrong w that
1141872116951916550y’all praising bitches who be doing the minimum
1141873538221187072@thaliaaaaaaa__ they put that check in my hand, now I’m killin em
1141872183473520640Bitches Be Having  Unbreakable Bonds With 75 Different Niggas🤷🏾♂😂😂😂
1142100689948160000@DreShotThis That Meg Thee Stallion diet will do that to you
1141872183473520640Bitches Be Having  Unbreakable Bonds With 75 Different Niggas🤷🏾♂😂😂😂
1141953646164238336@DreShotThis Having like 6 best friends and shit
1141953646164238336@DreShotThis Having like 6 best friends and shit
1141956950835585024@CZDRAE 6 brothers 😭😭
1141872183473520640Bitches Be Having  Unbreakable Bonds With 75 Different Niggas🤷🏾♂😂😂😂
1141944119670927360@DreShotThis Lmaoookxnakxkwndorr hold on now
1141944119670927360@DreShotThis Lmaoookxnakxkwndorr hold on now
1141944218690183168@PrettimuchAMAZN 😂😂😭😂
1141872201676836866these bitches out here free loading wtf https://t.co/7CK7SZoXCh
1141872659678007296@maleniejm10 LOOK AT THIS WITTLE BABY https://t.co/lbidkWTfU7
1141872659678007296@maleniejm10 LOOK AT THIS WITTLE BABY https://t.co/lbidkWTfU7
1141873077153873920@_lovedenisse2 he’s extra smOL https://t.co/lgdxBM9XJ3
1141873077153873920@_lovedenisse2 he’s extra smOL https://t.co/lgdxBM9XJ3
1141873287234031616@maleniejm10 Omgggggg🥺🥺🥺❤
1141873287234031616@maleniejm10 Omgggggg🥺🥺🥺❤
1141946251270918145@_lovedenisse2 @maleniejm10 That one is Bella’s!!!!!
1141872201676836866these bitches out here free loading wtf https://t.co/7CK7SZoXCh
1141872538190077952@maleniejm10 I WANT ONE 🥺🥺
1141872210707173379I'm back bitches.
1141909531481579521@PichuTRS Como si a alguien le importara jajaja
1141909531481579521@PichuTRS Como si a alguien le importara jajaja
1141916832187789314@EzequielMontaa Por eso fracasas en todo lo que te propones.
1141872254663442432jada and lakeeva..... i love them bitches😂❤
1141873057147084800only 2 friends i done made in gump that haven’t crossed me.... and ain’t gotta worry bout them doing it 😂🥳
1141872256328486913@stephyslays @babyybry @breanaramos_ Welp. I guess Only fat bitches can be proud of thier bodies I guess 🤷🏽♂
1141924257636802560@bryan_camps_sr @stephyslays @babyybry @breanaramos_ https://t.co/V034Qw6oGS
1141872323320061953Bitch asked me to come to OC & scoop, I’m looking for gas money she offer some pussy 🤦🏾♂😂🤔 you damn right I drove… https://t.co/m8r0ZMhooR
1141873394385862656@lique_pgm Fuck dat lol. Pussy not a bribe for me 😂 her ass woulda still been in OC
1141872369088155649Sounds like when I said that about my high school junior year and some bitches mom showed up to the front office ca… https://t.co/PGFqxzzNID
1141878136293994496@diabolicalgirl_ AHAHAHAHHA
1141878136293994496@diabolicalgirl_ AHAHAHAHHA
1142077229985406976@Trill_Jillll Good times
1141872420023877633@JayMarie_ Listen! We should definitely link up, get some food (you pay), drinks & be hoes😝
1141874460338925571@Davi_Bish What I look like paying for your food? 😂 but I’m down to be a hoe for the night
1141874460338925571@Davi_Bish What I look like paying for your food? 😂 but I’m down to be a hoe for the night
1141875854760402945@JayMarie_ Lmao😂, I just thought I’ll add that in there haha. But yes whenever you are free!
1141875854760402945@JayMarie_ Lmao😂, I just thought I’ll add that in there haha. But yes whenever you are free!
1141887682261524480@Davi_Bish You taking me to Scorchers?
1141872449610559488@HumanoidDuality @vanilla_sugatae @ddaenggukie I know right? He pretty as fuck but have you seen Jin? Or RM?  This… https://t.co/pFw8gcGeAS
1141885432097099776@SmileSquishy @vanilla_sugatae @ddaenggukie All of them can get it any which way. IJS
1141872473572401152hey bitchesguess who's back
1142177262592151553@lgbtbvky hi I missed you uwu
1141872556762423297You hoes wanna be pregnant so bad 🙄
1141874435202461697@_teshira Girl sooo bad. It’s nasty 😷
1141872733279514624Bitches out here are weirdos
1141884705861582849@darrianreney Preach!
1141872799977312257How tf do these bitches afford all this plastic surgery
1141927086556426241@brandymestas Financing boo. 💁🏻♀ lol
1141872833284456448Never thought I’d be calling corporate on chick fil la but that bitch gotta get fired 🤷🏽♀
1141877231108665345@CindaGee_ Lordttt what happened ?
1141872833284456448Never thought I’d be calling corporate on chick fil la but that bitch gotta get fired 🤷🏽♀
1141875621288656896@CindaGee_ 😂😂😂wat did she do
1141872877387448320Still baffles me that bitches out here sucking dick for $40 https://t.co/0dJYQiymN0
1141879513648734210@AyeBeeCiCi Lmao just $40 😭
1141872917053149184Hoes like this be the main ones boo boo crying when the same shit happens to them 😭🤦🏿♀ https://t.co/ZmwGlHPbYY
1142080497008422912@nyokiaa 😂😂
1141872918999240704tbh I love you & your so gorgeous 😍 lil dyke ass 😜 sideways most definitely 😭 & last week 😩😋 https://t.co/EAMBpXbGj0
1141874829655728129@Priinncceesst i love you more 😘 & mbn 🙄
1141872971209818112This is why I hate pb lol. And all those white bitches can never say excuse me. https://t.co/3jcHFPF7ln
1141941978835193856@njlx0 rude ass people everywhere there
1141873081209774080How would you take it if your significant other came home almost everyday saying how bitches was biting at them. In… https://t.co/rE9Shx2vw5
1141873865200754690@_Lakieya that she wanna get her and then bitches beat up
1141873865200754690@_Lakieya that she wanna get her and then bitches beat up
1141874184303370241@_Lakieya But nah on some rs I would feel a type of way cos is you entertaining them or what why you so happy that they be on you
1141874184303370241@Lakieya But nah on some rs I would feel a type of way cos is you entertaining them or what why you so happy that they be on you
1141874474712752129@Devenae That’s what I’m saying wtf but in her eyes it’s nothing like that. As she would say
1141873865200754690@Lakieya that she wanna get her and then bitches beat up
1141874064493076481@Devenae nah rs 😂 it ain’t about to be uh airport 👌🏾
1141873107185078272Starting July 1st I will be a full time stylist 💇🏻♀ sweep your own hair bitches!!
1141895179705757697@CallystaCobb I wanna chop and donate my hair, can u help👀
1141895179705757697@CallystaCobb I wanna chop and donate my hair, can u help👀
1141912922261794818@asaptashie YAS!!!! Dm me!!
1141873124507553798My friends are bitches
1141873176961589248@jilliannbree @McKennaYedinak
1141873253457256448Well i do to and my nigga you like FUCKING PAUL GEORGE come on now there is no debate who’s better https://t.co/50MsQNkbhL
1141873440565202944@inmy_duffy That’s not what this conversation is about . 😂😂 it’s about why lebron get to much credit for being ass
1141873262126882816Baby shoulda walked out after seeing that bitches back goooooodniiight 😴 https://t.co/AOngGa9VXi
1141877741597483008@youngjackiemoon 💀💀💀
1141873374651723777You niggas only getting bitches cos I don't come out..😂😂😂🔥🔥🔥-Kwesi Arthur
1142361002002046976@kobywale @Braa_RaYan 😂
1141873383459758081mr dyke would never smh https://t.co/yD6VK3jcHR
1142084220862574592@_nigelm @MARIAHGEEZ Omg 😭😂😂 so NOBODY liked Mr. Dyke?
1142084220862574592@_nigelm @MARIAHGEEZ Omg 😭😂😂 so NOBODY liked Mr. Dyke?
1142084846564651009@SimplyYours_Joh @_nigelm @MARIAHGEEZ NOBODY ❗
1142084846564651009@SimplyYours_Joh @_nigelm @MARIAHGEEZ NOBODY ❗
1142086852398198785@oh_thatserica @SimplyYours_Joh @MARIAHGEEZ 😂at all yo
1142086852398198785@oh_thatserica @SimplyYours_Joh @MARIAHGEEZ 😂at all yo
1142160481127473152@_nigelm @oh_thatserica @MARIAHGEEZ I like his Boston sass tho 😭
1142160481127473152@_nigelm @oh_thatserica @MARIAHGEEZ I like his Boston sass tho 😭
1142164590119325696@SimplyYours_Joh @_nigelm @MARIAHGEEZ Lol he can kiss my ass AND square up
1142164590119325696@SimplyYours_Joh @_nigelm @MARIAHGEEZ Lol he can kiss my ass AND square up
1142165186121543680@oh_thatserica @SimplyYours_Joh @_nigelm @MARIAHGEEZ Lmao let that hurt go sis
1142165186121543680@oh_thatserica @SimplyYours_Joh @_nigelm @MARIAHGEEZ Lmao let that hurt go sis
1142165406653865984@mikeya_j @SimplyYours_Joh @_nigelm @MARIAHGEEZ Nope. Lol
1142165406653865984@mikeya_j @SimplyYours_Joh @_nigelm @MARIAHGEEZ Nope. Lol
1142168218985029633@oh_thatserica 😂 ayo not gonna like if I see Luddric on the street I’d still wanna scrap
1142168218985029633@oh_thatserica 😂 ayo not gonna like if I see Luddric on the street I’d still wanna scrap
1142168516189184000@mikeya_j Wait a minuteeeee I saw her twin sister in Walmart and I swore it was her with them small ass eyes. 😂😭😭😭😭😭 Fat ass glasses
1142168516189184000@mikeya_j Wait a minuteeeee I saw her twin sister in Walmart and I swore it was her with them small ass eyes. 😂😭😭😭😭😭 Fat ass glasses
1142169288268271616@oh_thatserica 😭😂😂😂 yooo I hate you. her ass used to kick me out soon as I walked through the door. Didn’t even giv… https://t.co/3LrURHillb
1142169288268271616@oh_thatserica 😭😂😂😂 yooo I hate you. her ass used to kick me out soon as I walked through the door. Didn’t even giv… https://t.co/3LrURHillb
1142173809967009793@mikeya_j Yoooooooooooo I used to ALWAYS get in trouble in her class. I had her for cultural traditions like wtf is that? 😭😂🤦🏽♀
1142173809967009793@mikeya_j Yoooooooooooo I used to ALWAYS get in trouble in her class. I had her for cultural traditions like wtf is that? 😭😂🤦🏽♀
1142175029184147457@oh_thatserica Any fuckin class 😭 I had the worst Spanish teachers yo. Just my luck to have Mr. P. I don’t remember… https://t.co/F5exKNnfZX
1142175029184147457@oh_thatserica Any fuckin class 😭 I had the worst Spanish teachers yo. Just my luck to have Mr. P. I don’t remember… https://t.co/F5exKNnfZX
1142179135416090625@mikeya_j Didn’t they used to beat him up and took his computer? Lol the one that wore adidas track suits all the time?
1142179135416090625@mikeya_j Didn’t they used to beat him up and took his computer? Lol the one that wore adidas track suits all the time?
1142184758509785088@oh_thatserica Yesss they did everything to that man 😭😂
1142184758509785088@oh_thatserica Yesss they did everything to that man 😭😂
1142184909328539654@mikeya_j Omg that poor man
1142184909328539654@mikeya_j Omg that poor man
1142185414045904897@oh_thatserica I know. I hope he stopped teaching lol
1142185414045904897@oh_thatserica I know. I hope he stopped teaching lol
1142186374633787393@mikeya_j Me too smh
1142086852398198785@oh_thatserica @SimplyYours_Joh @MARIAHGEEZ 😂at all yo
1142121900438634499@_nigelm @oh_thatserica @SimplyYours_Joh @MARIAHGEEZ Except me lol
1142121900438634499@_nigelm @oh_thatserica @SimplyYours_Joh @MARIAHGEEZ Except me lol
1142664172238528512@jai_ischilln @_nigelm @oh_thatserica @SimplyYours_Joh @MARIAHGEEZ Bro you remember we when that girl came in talmb… https://t.co/UDi1ZFOiQn
1141873383459758081mr dyke would never smh https://t.co/yD6VK3jcHR
1142052208101470208@nigelm @187benj I couldn’t stand that bitch but Mr. Aichele held it down in AP Bio 🤷🏽♀
1141873383459758081mr dyke would never smh https://t.co/yD6VK3jcHR
1142047225259921408@nigelm @mayajanae With his evil ass 🥴🥴 couldn’t stand him
1142047225259921408@nigelm @mayajanae With his evil ass 🥴🥴 couldn’t stand him
1142058160729001984@deja__lisa @_nigelm Argued with him everyday
1141873383459758081mr dyke would never smh https://t.co/yD6VK3jcHR
1141919412989177856@_nigelm Hated him so fucking bad, Kanopka was it!
1141873383459758081mr dyke would never smh https://t.co/yD6VK3jcHR
1141903043199455232@_nigelm james spent his days getting smart with people who couldn’t follow his unclear instructions
1141903043199455232@_nigelm james spent his days getting smart with people who couldn’t follow his unclear instructions
1142664262369849345@_jtamia @_nigelm “James” 😂😂😂😂😂😂😂😂😂😂
1141873394855624704@UnrulyP6 @Dj_Sutton18 You have no hoes
1141873599948759040@Pierresbot @Dj_Sutton18 I know, you have all the females
1141873401679794176@bayleyprince_ *new castle and surrounding area bitches are trash
1141873527622111232@sydturney Yessssssssss
1141873402837393408Ew bitches still SMOKE 🥴
1141873529035591680The wééđ is okay but the CANCER STICK bitchhhh nah
1141873410127126528Because we don’t be the problem! Well I don’t be the problem can’t speak for these bitches https://t.co/j22w9nPwYx
1141877749910515713@Kiskanicole Then don’t 😂
1141873476954808322Wow. Bitches aint shit. https://t.co/hBT3JxMZx6
1141874167634993152@SHEDSDED Lol me
1141873488468291590@jBoogieee__ We are bitches 😂😂😂
1141873937988620293@bbekah__ RIGHT 🤣
1141873528553267200Bitches ain’t shit.
1141874990004023297@ShelleyMaxi Motto I live by👏🏽
1141873533162795008Sup, Bitches. #NewProfilePic https://t.co/siP9gFPR5q
1141922882420977665@alfonsoirai Menkantas
1141922882420977665@alfonsoirai Menkantas
1142148372083748864@mayesaurio_ @alfonsoirai Me acordé de mi pulsera en el pié que me duró aprox 2 horas antes de que se la llevara el mar u.u
1141873553018707968Wish my bitches were here with me to whore out :/
1141882706847883264@Simplyy_Val RT, I mith you, cant wait till we all go together🙈😘
1141873568092848128  btbtbtsssssss_  TeenVogue  Twitter  The  fact  that  trash  Alex  whatever  called  ARMYs  as  cunts  really  showed  how  rep  u2026  https  t  co  iYfOMyG63K  display_text_range  36  140  source  u003ca  href  http  twitter  com  download  android  rel  nofollow  u003eTwitter  for  Android  u003c  a  u003e
1141987097886130177@DinaDeeno @btbtbtsssssss_ @TeenVogue @Twitter okay maybe not rape but how about being called c unt  every time oth… https://t.co/RRMr3L0V3K
1141987097886130177@DinaDeeno @btbtbtsssssss_ @TeenVogue @Twitter okay maybe not rape but how about being called c unt  every time oth… https://t.co/RRMr3L0V3K
1142084902931726336@kinantae @btbtbtsssssss_ @TeenVogue @Twitter He probably being called that lots of time already
1142084902931726336@kinantae @btbtbtsssssss_ @TeenVogue @Twitter He probably being called that lots of time already
1142117092247760897@DinaDeeno @btbtbtsssssss_ @TeenVogue @Twitter Ahh okay then I'm down with the gang rape :)
1142117092247760897@DinaDeeno @btbtbtsssssss_ @TeenVogue @Twitter Ahh okay then I'm down with the gang rape :)
1142132782824656897@kinantae @DinaDeeno @TeenVogue @Twitter Rape jokes aren't appropriate ever. He's an a**hole, but we shouldn't say… https://t.co/6S4mocCXiV
1141873568092848128  btbtbtsssssss_  TeenVogue  Twitter  The  fact  that  trash  Alex  whatever  called  ARMYs  as  cunts  really  showed  how  rep  u2026  https  t  co  iYfOMyG63K  display_text_range  36  140  source  u003ca  href  http  twitter  com  download  android  rel  nofollow  u003eTwitter  for  Android  u003c  a  u003e
1141934113533788160@DinaDeeno @btbtbtsssssss_ @TeenVogue @Twitter I hate him, but no one deserves rape.
1141934113533788160@DinaDeeno @btbtbtsssssss_ @TeenVogue @Twitter I hate him, but no one deserves rape.
1141973131348697088@YuzuZoro @btbtbtsssssss_ @TeenVogue @Twitter Okay. How about mauled in savage wolf attack?
1141973131348697088@YuzuZoro @btbtbtsssssss_ @TeenVogue @Twitter Okay. How about mauled in savage wolf attack?
1141974926355599360@DinaDeeno @btbtbtsssssss_ @TeenVogue @Twitter personally I don't support any kind of violence
1141873594118672384british hoes ain’t got nothin on me https://t.co/yrh142RQm0
1142418464461774853@moonlightczk we do
1141873594118672384british hoes ain’t got nothin on me https://t.co/yrh142RQm0
1141873917411418112@moonlightczk report report report
1141873594118672384british hoes ain’t got nothin on me https://t.co/yrh142RQm0
1141873887157903360@moonlightczk this is disgusting
1141873637051555840@manotas1994 @Jockinjoc They lil bitches lol😂😂
1141873813862440960@Mritaxo @Jockinjoc Facts, ain’t nothing wrong with knowing who you are and know why you feel the way you do. Lol.
1141873813862440960@Mritaxo @Jockinjoc Facts, ain’t nothing wrong with knowing who you are and know why you feel the way you do. Lol.
1141875357122998273@manotas1994 @Mritaxo https://t.co/h7xlpbdspa
1141875357122998273@manotas1994 @Mritaxo https://t.co/h7xlpbdspa
1141875739236732935@Jockinjoc @Mritaxo Ya wey porfa live your life and enjoy it all!
1141875739236732935@Jockinjoc @Mritaxo Ya wey porfa live your life and enjoy it all!
1141876228925861888@manotas1994 @Mritaxo I am lol I’m eating and watching master chef. https://t.co/COpsA7Knoc
1141873668915703808@peter_lampreich like all the bitches
1141873985375932416@sonovthedawn Ooo word, I thought you thought straight bitches was a combination
1141873985375932416@sonovthedawn Ooo word, I thought you thought straight bitches was a combination
1141874033786597388@sonovthedawn I rescind my meme
1141873688578576385A bunch of nothing ass hoes, not doing shit with themselves but talking about the next bitch who has PLENTY going on ....
1141873756446572545Gtfoh & shut the fuck up while you at it 😂
1141873763912429574@Get_after_it_88 @BleedCubBlue311 @darrenrovell Yall some hoes
1141881583605112838@BolicKB @BleedCubBlue311 @darrenrovell You went to UNC as well ?
114187380318375526611- hell no12- nope 😇13- again...child of God14- too many15- yuh, y'all hoes fake16- yep 😕17- no wtf 18- NO… https://t.co/u5yx0bvAPj
1141940700549795840@officiallyJadie 😋
114187380318375526611- hell no12- nope 😇13- again...child of God14- too many15- yuh, y'all hoes fake16- yep 😕17- no wtf 18- NO… https://t.co/u5yx0bvAPj
1141936374154780672@officiallyJadie 🤪
114187380318375526611- hell no12- nope 😇13- again...child of God14- too many15- yuh, y'all hoes fake16- yep 😕17- no wtf 18- NO… https://t.co/u5yx0bvAPj
1141879847326797824@officiallyJadie 👀
114187380318375526611- hell no12- nope 😇13- again...child of God14- too many15- yuh, y'all hoes fake16- yep 😕17- no wtf 18- NO… https://t.co/u5yx0bvAPj
1141876999247544321@officiallyJadie 😬
1141873810163019778y’all gotta stop flexin them ugly ass hoes, nobody wanna see that shit and uont needs be gassing they dirty ass
1142123810566500352@itsdaveamigo Dirty vans rule https://t.co/KKWL31X4KO
1141873816638906368We don’t need to be drunk for this shit 😩💕 @chakramamiii hit em with the shove real quick https://t.co/mzKyrIJM1q
1141875106882342912@nturangelbaby 🤷🏽♀bitches need to be checked.  We love a well mannered queen
1141873816894787584@emtaysav @Mad_dogggie You bitches are stuck WITH ME
1141877050971529216@ahhhhlexgi @emtaysav 💕👻
1141873865200754690@_Lakieya that she wanna get her and then bitches beat up
1141874184303370241@_Lakieya But nah on some rs I would feel a type of way cos is you entertaining them or what why you so happy that they be on you
1141874184303370241@Lakieya But nah on some rs I would feel a type of way cos is you entertaining them or what why you so happy that they be on you
1141874474712752129@Devenae That’s what I’m saying wtf but in her eyes it’s nothing like that. As she would say
1141873865200754690@Lakieya that she wanna get her and then bitches beat up
1141874064493076481@Devenae nah rs 😂 it ain’t about to be uh airport 👌🏾
1141873867788627968I’m home from Italy bitches. https://t.co/jUYi0CxnzX
1141874546850578432@mellohead143 Tennessee missed ya
1141873956275793920  You  like  somebody  u2014  I  don  u2019t  love  these  hoes  ud83d  ude14  u261d  ufe0f  https  t  co  qwVhoWLgXX  source  u003ca  href  https  curiouscat  me  rel  nofollow  u003eCurious  Cat  u003c  a  u003e
1141882433807273989@laurenbrooke_h You love this one 🥺
1141873985375932416@sonovthedawn Ooo word, I thought you thought straight bitches was a combination
1141874033786597388@sonovthedawn I rescind my meme
1141873989381287937@ChicksInTheOff @bellathorne This chick tries to hard to look like shit
1141955483332481025@brewdall @ChicksInTheOff @bellathorne She isn't trying. She's a mess.
1141874107837034496@BandB_CBS So much for equality in the workplace, all the bitches (Xander included) in the room are being bullied a… https://t.co/5WJOPdQSTY
1141894860045266944@chuckrivenburgh @BandB_CBS Who gives a shit. Get rid of all of the darkies.
1141874114027806720Bitches who fake pregnancies are DELUSIONAL AF — and yessss I’m calling you out shorty 🤣
1141874326821593088@SerenaMailes Of course ur talking ab me saying I’m faking it 🙄🙄
1141874116896493568come and get it bitches!! at hawthorne only https://t.co/C1zoPQAWqe
1141912381372526592@classicgeri who is “geri” and why are they stealing credit for jenny’s work
1141874152095309825@sunmiddeulgi Those are the same bitches that think they glow, but bitch be looking like saran wrap Shiny and smoo… https://t.co/ShOhoZfcGM
1141874369741934593@loonafeed KFLELDLDNKD I CANT I CANT https://t.co/N1XPW4QKwF
1141874256159969280@ all my friends yall can’t tell me shit about not having a license now bc guess what I GOT IT HOES
1141874297201278976Now I just need a car LMAOO
1141874305908690945let's not forget that life is completely subjective. your idea of "living" could be someone else's hell.... i'm tal… https://t.co/0gRK2BNLLk
1141875522680438785@buurnz @ me next time ;)
1141874380357681152Bitches are brave saying the new song of skz is bad when the new song of their favs is literally https://t.co/HZmE9IyGWG
1141882190931910656So I’m looking for new moots, If you don’t care about my bad jokes and ugly personality please follow me 🤠/ Estoy e… https://t.co/dveK9vVwuw
1141874427837263872Once I figure out how to get rid of my armpit fat without a medical procedure it’s over for u hoes
1141886233964163073@15Marieeeee Same but for my love handles
1141874575292039168Bout to choke some bitches...
1141875062254919680@landry199_tyler Freaky
1141874590471245824Y’all better report rats those bitches have so many disease and can’t bite ur face off
1141874656648937473Can*
1141874599858077696@jojojozy_ Fighting is for the baddest bitches , many can’t relate to you boo 🥰
1141876415891038214@alinaarubio ilysm 💘
1141874670578405378Bitches* https://t.co/yu81PxbJIV
1141874754346979328@glockkelvo Mann the world is evil
1141874694703976449@scottsimonsWVLA hangovers & also me i fuckin love those bland ass bitches
1141884787554021382@jessehall Yeah you do
1141874702635241472I tend to panic every time I cross the border without my parents. As I got to my hotel, these bitches tell me what… https://t.co/flWRSaG2iN
1141907167051542529@14love__ I know where this is going 😂
1141907167051542529@14love__ I know where this is going 😂
1141914910772912128@Michaelrrosales I trust that you know 😂
1141874712315695104@hannahclarkiee archive those hoes
1141875934640758784@Staasss_ HOW DO U DO THAT?
1141875934640758784@Staasss_ HOW DO U DO THAT?
1141878176194281479>>NO-TWEET>>
1141878176194281479>>NO-TWEET>>
1141937940001460224@Staasss_ Thanks so babe babe 💜
1141874730137505792Hoes mad... cuz they saw I was the only dude in a group chat😂😂😂 don’t go through my phone...#FindingDory🐟
1141906904714817536@Baby8ggg i’m weakkk
1141874738391867392@northsidejane 😂😂😂😂 I saw it today I was like “oh so u b texting lil groupie hoes?!”
1141888522233630720@actuphigher Lmfao girl idk. I’m glad mine only play shooting games. But lemme checc dem messages too tho 😂😂😂
1141874766913187840@mercurialmami You’re literally one of the most beautiful people I’ve ever seen and it’s been over for us hoes 😓
1141875280971206663@basementmanners Thank you my love omg
1141874779135401985Bitches like this deserve to get their ass beat, dumb ass girl https://t.co/yTpYlcXdfC
1141875174742077440@BetsQtro Not like you could do it alone.
1141874799112835072@itslinlashes Have hoes TRY to jump me*
1141876495708643328@derikaaaa45 Lmaoooo why does this sound like my life? Literally 😂😂😂😂😫
1141874950149742595@agustrivias Lmao ateez didn't raise no broke ass bitches.... I mean I ain't any different but gotta speak up for my bois
1141876237918281729@MOONCHILD_MAI damn you right
1141874951747543040Lol , u deserved it bro . U and your friends came to pick a fight with me, saying shit about me and my girlf , maki… https://t.co/wjKTsnRb5n
1141960528392146944@axexlild @KimiKimiKimi Dio oyk gpo tuuu ko eby?
1141874951747543040Lol , u deserved it bro . U and your friends came to pick a fight with me, saying shit about me and my girlf , maki… https://t.co/wjKTsnRb5n
1141938882709094400@axexlild @nabxlahadnan What goes around comes around?
1141938882709094400@axexlild @nabxlahadnan What goes around comes around?
1141940130942316544@strompooper1 @axexlild Yes. Ada hati nak sembang pasal herd mentality, lol he is a joke.
1141874951747543040Lol , u deserved it bro . U and your friends came to pick a fight with me, saying shit about me and my girlf , maki… https://t.co/wjKTsnRb5n
1141875335522205697@axexlild Kecam diaaaa , dalam dunia ni memang ada dia dgn awek dia je
1141875335522205697@axexlild Kecam diaaaa , dalam dunia ni memang ada dia dgn awek dia je
1141875444947419137@dublindecker tu psl , ingat dia sorang ada awek menyampah aku
1141875444947419137@dublindecker tu psl , ingat dia sorang ada awek menyampah aku
1141875860082843648@axexlild Ramai lagi yang backup dia . Anjayyyyyyyy
1141875860082843648@axexlild Ramai lagi yang backup dia . Anjayyyyyyyy
1141876100747759616@dublindecker yang backup tu tknmpk lg dia sape jat , geng hipokrit je dia ni
1141876100747759616@dublindecker yang backup tu tknmpk lg dia sape jat , geng hipokrit je dia ni
1141887082719092736@axexlild 2r2 hahahaha mereka semua anjayyyyyyy
1141874966008401920STANKING BITCH I BEEN WONDERING WHERE THE FUCK THAT CHAIN AT https://t.co/iUp4qKJ94B
1141875269332086785@trbljiaerr i BEEN had it
1141875015312445445only bad bitches in my circle https://t.co/D2AhCJrJot
1141880938223362054@dreamwvvr Real hot girl shit 🔥🔥🔥
1141875015312445445only bad bitches in my circle https://t.co/D2AhCJrJot
1141878676486807552@dreamwvvr My nigga lmao
1141878676486807552@dreamwvvr My nigga lmao
1141879142335619078@entropeaa hot girl summer 2k19 https://t.co/jUD1c7iNIU
1141879142335619078@entropeaa hot girl summer 2k19 https://t.co/jUD1c7iNIU
1141890074713513989@dreamwvvr But hey
1141879142335619078@entropeaa hot girl summer 2k19 https://t.co/jUD1c7iNIU
1141890038235639808@dreamwvvr https://t.co/xdt7lCiUkR
1141875194212114432Nets house?? Nah i dont think so!! #Knicks country bitches!! https://t.co/c6RMqiFWxC
1142205159772250117@CHuLLev Settle down Leo we suck!!! Pay attention.
1142205159772250117@CHuLLev Settle down Leo we suck!!! Pay attention.
1142220869084897280@isuckinfantasy Raf?? Where u been man!! Miss u!
1142220869084897280@isuckinfantasy Raf?? Where u been man!! Miss u!
1142222457883025408@CHuLLev Who??
1142222457883025408@CHuLLev Who??
1142222530226348033@isuckinfantasy Who the hell is this lol?
1142222530226348033@isuckinfantasy Who the hell is this lol?
1142222706315792384@CHuLLev U sent me a message.
1141875194212114432Nets house?? Nah i dont think so!! #Knicks country bitches!! https://t.co/c6RMqiFWxC
1142129004859875328@CHuLLev 😹, te pasas d verdad! Speechless
1142129004859875328@CHuLLev 😹, te pasas d verdad! Speechless
1142181488768815106@natis_rod Its god dammn facts! 💪🙌
1141875200017014784trash ass taco bell https://t.co/D7IY38qbun
1141876596632150016@kyrapatricee just chill
1141875207109521409Upon learning wut a reply guy is and realizing i am one on ig.. i’m like.. why the fuk u post if u dont want reply bitches
1141942933618331648@d_4nish Lmao me to 😂😂 #replyguy
1141875220162199552@syddddmel hoes mad?
1141875343055360000@AngelleJonas it’s me. i’m the hoes.
1141875285551386625AND I went to a softball camp and these bitches were HYPE asf for no reason, I literally did nothing there, my gran… https://t.co/P61oAtnmQP
1141875287019405313I’m glad I don’t play it anymore, it was a waste of money
1141875287149424640I’m allowing myself ONE (1) salty tweet about how y’all bitches better have a GOOD excuse for not wanting to take m… https://t.co/HRcsWnjVid
1142079903589916673@shelbreeeze https://t.co/QWLdRQz3OV
1141875323614703627I haven't even posted alday smh.... It's my mfn 🗣 BIRTHDAY BITCHES 🎂😜😎♊👑
1142033981187059712@SBZ_SoTAsteEy Happy birthday 🎂
1141875391252062208used to save hoes but now I’m like I’m good love go away
1141875620588265472@chyne22 😂😂 oh hush
1141875620588265472@chyne22 😂😂 oh hush
1141879042498539522@_legsnlips 😂😂
1141875392560664577I’m about to start working out fr and you hoes gonna be maaad pressed!🏋♀😜🍑
1141896684454236160@tristonjanise If you look like that NOT working out.......😱 Whew chile!!!!!!!!!Don’t even do that to ‘em. 😂😂😂😂😂
1141896684454236160@tristonjanise If you look like that NOT working out.......😱 Whew chile!!!!!!!!!Don’t even do that to ‘em. 😂😂😂😂😂
1141902479216599042@brittawildcat I had em sweating in the gym today already.. 🤣🤣🤣🤣💀
1141875392560664577I’m about to start working out fr and you hoes gonna be maaad pressed!🏋♀😜🍑
1141875993696768000https://t.co/LyJ8zAfBlG
1141875447338168320Hoes mad hoes mad
1141875817414189056@JoshuaOrito @alizaacorona they BIG mad
1141875467915530240Bitches always tryna blame WHO? https://t.co/s5wIfOHkk3
1141875799835979776@shikorina_ Damn Ididnt know u can’t read
1141875527042514944damn i feel so bad for the dudes who get those psycho bitches pregnant :(
1141893120017088512@samchav6 Is this a subtweet for work? 😂
1141875577114234880@vampinthelight Canadian bitches hold it down when they out of state I hope this don’t goto my P.O
1141877421383278592@MrPolandSpring Lmfao you’re extra
1141877421383278592@MrPolandSpring Lmfao you’re extra
1141879841526046721@vampinthelight Always🤣🤣🤣
1141875582311043072@baileymacm Gimme all them crazy bitches 😂😂
1141900700886212609@tavi_05 this is the support I need 😂
1141875609594978304Bitches blind 🤣 https://t.co/WhWn62zigw
1141875782349971456@_Blxck_Rose 😂🤣 Rescheduled my appt
1141875701257330689Straight white males: Oh my fucking goodness, I mine coal to fuel the climate change, create policies to further… https://t.co/klWBfvuz2k
1141877323630882823@Ayyyyyyyyngel Do you know a single straight white male around you that mines coal lol
1141875733964500992bitches dye their hair black and say im fine. im bitches
1141876524838268931@krissyypooo Same sis sameeee
1141875857436397568Bitches really hit up my po LMFAOOOOO I’m dead y’all bitches have nothing better to do but I ain’t doing shit wrong y’all so weak 😭🤣
1141882093728915456@iixel_ Weirdo shit 🤦🏻♂
1141875860854718464I love it when people tell me that my grocery bill is to high. Well bitches the money you waste on alcohol, drugs a… https://t.co/GhUnxLJWCF
1141876074428739586@KotaConnell https://t.co/DclOQXSIbz
1141876074428739586@KotaConnell https://t.co/DclOQXSIbz
1141876148231688192@Eric__Stacy 😂
1141875886846648320lmao just kidding........ i don’t got hoes.............
1141894247622168576@fcknjaii MHMMM https://t.co/NnKmJpok4e
1141894247622168576@fcknjaii MHMMM https://t.co/NnKmJpok4e
1141933555896877056@AbigailMakana AHAHAHHA https://t.co/aAN28DVV3b
1141875926919200773bitches really don’t even have a literal explanation on why they don’t like me lmao it’s weird 🥴
1142103891322052613@_zareenamarie I just hate you 😉😂
1141875952265437184@CountessLuann Love you, keep up the good work and hold your head up high, the other ladies are just jealous bitches!!!
1141976563929485312@rlstewart72 @CountessLuann https://t.co/BLnUIGJAyY
1141875952265437184@CountessLuann Love you, keep up the good work and hold your head up high, the other ladies are just jealous bitches!!!
1141918271203098624@rlstewart72 @CountessLuann What are they jealous of??
1141875960398131202@LibertyLou4 lol. What if i have to tell her the truth tho......? (The chick they are trying to hook me up with)
1141877316152451072@TacoSalad85 Going to come to the light sooner or later https://t.co/9WLGqx6WPM
1141875972112822282@nicolethegorg got all the hoes, like mann!🤣
1141876171040333830@Tip2times Lmao negative 😭
1141876005117800448I’m going to start posting booty pics so my baby daddy can click like just how he likes them other bitches booty pics
1142160613214306305@SavageSin__ Girl you better get your body back after this baby....I have a free booty workout app!!! GLOW UP🤪🤪
1142160613214306305@SavageSin__ Girl you better get your body back after this baby....I have a free booty workout app!!! GLOW UP🤪🤪
1142229453378129920@bri_lynnilianna My glow up is going to be real af !! My booty already a little juicy so I just gotta work on it 😜
1141876005117800448I’m going to start posting booty pics so my baby daddy can click like just how he likes them other bitches booty pics
1141885431673495553@SavageSin__ That’s how it is , then get mad when you do the same
1141885431673495553@SavageSin__ That’s how it is , then get mad when you do the same
1141904272424091649@gissellemmarie If he don’t give a shit about them putting them he shouldn’t trip when I post mine #petty
1141876031554502657I’m getting tired of bitches saying they getting money but they hair fucked up 😭😭
1141904354523459584@CJtoocold2 They saving
1141876065981390849@katiakdavis LMAOO HYY, & alot of bitches intimidated by white girls that’s why they always got some rude shh to sa… https://t.co/AGfUv0sKxp
1141876343619170306@slxvmm man they bring rude af to that girl i hope she ok and i hope her hair don't fall out bc she gone feel stupid as fuck 😭
1141876096759152640To bad I have one friend and her ass is flat sooo ... 😂 @SaaangNikki https://t.co/xish3WnEFv
1141877232450842624@LittleLeee1 It got a lil jiggle to it though so f you. 😂
1141877232450842624@LittleLeee1 It got a lil jiggle to it though so f you. 😂
1141878022875877376@SaaangNikki 😂😂😂 fuck you lol
1141876102043975680@sierramartinn these hoes out here and these niggas tired of faking it 🤣🤣
1141876613774270464@kamryn__greenn Bro shorty ate his ass too tho.. they both stains, shorty ran thru & dude gay 😂😂🤷🏻♀
1141876613774270464@kamryn__greenn Bro shorty ate his ass too tho.. they both stains, shorty ran thru & dude gay 😂😂🤷🏻♀
1141877726523088897@sierramartinn 🤣🤣🤣🤣 it’s the porn industry if you don’t do it all don’t do nothing 🤣
1141876118653325315lol im actually not coming back nice knowing u cunts
1141929504140431360@grebnesornivek good
1141876178288091136Yea fucking hoes is fun but the feeling of turning some pussy down >>>
1141883788944977920😭😂😂
1141876178288091136Yea fucking hoes is fun but the feeling of turning some pussy down >>>
1141882463393914881@Trap_Chavez https://t.co/oBJEdLT5fg
1141876221367767040You wannabe carti hoes ain’t even lettting yo kid take a nap smh https://t.co/3OcTkhXKAN
1141880493476069376@dylan_penafiel who’s kid is that cuz it ain’t hers for sure
1141876249138216966hell nawl https://t.co/y5ZdVtQkP3
1141899712917901313@404Terrion yess fr
1141876374522793985@saintgarrette I literally just used two of them bitches! The r+r followed by the jet lag is a hydration duo!💦 lol.
1141876492772814850@domhpkns lmao yesss
1141876491581632512@reb3lboytroy Lmao. Gurl... I’m talking bout the new girls. When is she gonna embrace the other R&B hoes?
1141877542498000901@crunkprince001 You have to earn that! It’s not gonna just be given!!!!!
1141876491581632512@reb3lboytroy Lmao. Gurl... I’m talking bout the new girls. When is she gonna embrace the other R&B hoes?
1141877468636299265@crunkprince001 She’s embraced Normani, Justine Sky, and many others! She doesn’t have to jump on their tracks to s… https://t.co/iQqwDBrrLo
1141876555641212930Pet Peeve : Broke Hoes
1141877111864643584@KnowMill No respect for em 🥵
1141876558745022466@ava_rawtuna More like the coochie no crabs dance. I know those pinchie bitches had been bothering you for a while.… https://t.co/N8wGJfWTto
1141877286062514176@juliajbogart I’m feeling bad for evicting them so imma grow out the lawn and let my friends back home!!
1141876575970955264@tmotive2wavy 😂😂😂shitty mouth bitches
1141878131156033537@Luechii_ Frfr 😂😂😭
1141876605733576704@Jaasminep_ Bitches from hs that always thought they were better than everybody selln pussy like a mf 😂😂😂😂🤦🏾♀ shit is crazy
1141876869978980353>>NO-TWEET>>
1141876869978980353>>NO-TWEET>>
1141908386977423360@Jaasminep_ 🤦🏻♀😂
1141876611211505670@bigdawgpalmer As long as she feeding her hoes, I can’t even judge
1141876847900352512@MulattoRaw You bet not be doin that tho 😂
1141876847900352512@MulattoRaw You bet not be doin that tho 😂
1141876930402295809@bigdawgpalmer Oh na ive retired.
1141876930402295809@bigdawgpalmer Oh na ive retired.
1141877240365539328@MulattoRaw ❤❤❤
1141876632874975232  Out  of  all  these  videos  I  see  I  can  tell  none  of  you  bitches  can  suck  dick  ud83d  ude02  source  u003ca  href  http  twitter  com  download  iphone  rel  nofollow  u003eTwitter  for  iPhone  u003c  a  u003e
1141880378753347584@alien_kisses Oop😂😂
1141876732561113089Put where da hoes at on my tombstone
1141878873627475968@BIGstevesquad I got u
1141876799208599552You are absolutely right, people love to talk shit but DANCE to MJ. Being two faced liers.. TO THEMSELVES. You can… https://t.co/pbPjYhiCpJ
1141884085918474240@CityOfDiamonds exactly and some people are just so petty and childish its DISGUSTING
1141876826425516033I should clarify that some straight white men are okay, but to anyIncelsRacistsTerfsHomophobes Racists Misogy… https://t.co/jlL2JEjeOt
1141877553696821251Has you ever been:TorturedKilledShot atEnslavedYelled atGropedRapedKidnappedRansomed orTeased Due to yo… https://t.co/Kj1KgjA8Hr
1141877553696821251Has you ever been:TorturedKilledShot atEnslavedYelled atGropedRapedKidnappedRansomed orTeased Due to yo… https://t.co/Kj1KgjA8Hr
1141877967095832576The red on the flag should not be for bloodshed. The white on the flag is not to be used to bandage wounds. The… https://t.co/tTNqd8zI7H
1141876844175736832this why you don't go places with hoes beneath you when you're the top bitch
1141878138064035840"because she's a jealous fucking bitch!"a word
1141876853491343360@publicsenemy90 Hoes will 😍😍 all yo pics, find something to say on every post, then boom if them of they friend fuc… https://t.co/fVKA99CXss
1141879507034529792@Jussronnie Don’t I supposed to get ghost? 🤔 like why would you be mad that I stop speaking to you once I start fuc… https://t.co/y23C8ITPTq
1141876930909745152hoes mad
1143247028819877888@HastyHam O h boy
1143247028819877888@HastyHam O h boy
1143247347599720448@byReconz anime
1141876930909745152hoes mad
1142597185600729088@HastyHam I like black men
1142597185600729088@HastyHam I like black men
1142597670479028224@spiffynicole Same bruv
1141876930909745152hoes mad
1142159868503187456@HastyHam https://t.co/hRmb6k44Pd
1141876930909745152hoes mad
1142142967387320320@HastyHam ye
1141876930909745152hoes mad
1141946883100815360@HastyHam you mad.
1141946883100815360@HastyHam you mad.
1142074438810312704@fatymaemily tbh
1141876930909745152hoes mad
1141895173846253579@HastyHam x2
1141876930909745152hoes mad
1141890336345776128@HastyHam Im mad that you haven’t come back yet 😤
1141876930909745152hoes mad
1141879002421850112@HastyHam Comeback?
1141876933925511168@JayLamuzindah Bitches be weird
1141881128162385920@BaddAzzLyssa Soooooo weird
1141877000497270784@leslyramirez588 all the bitches hated me because of it too 🤪
1141877085633302528@lyseeeetttee Oh yeah I forgot lmaoooooooooo
1141877085633302528@lyseeeetttee Oh yeah I forgot lmaoooooooooo
1141878159140216832@leslyramirez588 “guys when we all die can we meet up in heaven”
1141878159140216832@leslyramirez588 “guys when we all die can we meet up in heaven”
1141878252090212353@lyseeeetttee 😂😂😂😂😂 funniest shit I’ve ever heard
1141877005765533696call me fake cause I’m not sleeping on the floor, the couch? Yea but not the floor with no nigga, fuck ya! https://t.co/0jNuCIPdOi
1141877438890348545@MS_teex2 Spits juice out!
1141877005765533696call me fake cause I’m not sleeping on the floor, the couch? Yea but not the floor with no nigga, fuck ya! https://t.co/0jNuCIPdOi
1141877086107459584@MS_teex2 Omg 😂😂😂😂
1141877098660937728Feel like a magician, all these bitches that I juggle
1141891342806724614@Juansosa710 I’m sure @GracieKessler11 appreciates this tweet.
1141891342806724614@Juansosa710 I’m sure @GracieKessler11 appreciates this tweet.
1141891506556538880@_jaydonp @Juansosa710 For sure 🤩🤩
1141877098660937728Feel like a magician, all these bitches that I juggle
1141882426077122560@Juansosa710 You must be a magician...because Abracadamn yah look good 😍
1141882426077122560@Juansosa710 You must be a magician...because Abracadamn yah look good 😍
114189230351205

I attached and sent the dataset through email. I don't know if you can find it correctly here or not. If you don't find here may I have your email to send the dataset?

see this is sample of my data set, in your data  set there are some numbers and @some names before every line, I think you should remove that before training.

Actually l cleaned the data before feeding to algorithm, l removed all numbers and usernames from tweets.
I think sentences in my dataset are longer and that makes training complicated. I guess maybe l can resolve it by more epochs.
Would you please let me know your opinion?
I will try with more epochs and let you know the result.
Thanks
Sent from my iPhone
On Jun 28, 2019, at 22:31, shubhamsonawane21 <notifications@github.commailto:notifications@github.com> wrote:
[Screenshot (32)]https://nam05.safelinks.protection.outlook.com/?url=https%3A%2F%2Fuser-images.githubusercontent.com%2F48475699%2F60379186-25919280-9a4c-11e9-9c01-9cdbbdeb2994.png&data=02|01|nazanin.salehabadi%40mavs.uta.edu|ef4ea08fe0164098c1aa08d6fc424605|5cdc5b43d7be4caa8173729e3b0a62d9|0|0|636973758904502287&sdata=sQhInHtsYHZwL9aEbDn0Lgr9s1633Ij37S9wUrSgfkg%3D&reserved=0
see this is sample of my data set, in your data set there are some numbers and @somehttps://nam05.safelinks.protection.outlook.com/?url=https%3A%2F%2Fgithub.com%2Fsome&data=02|01|nazanin.salehabadi%40mavs.uta.edu|ef4ea08fe0164098c1aa08d6fc424605|5cdc5b43d7be4caa8173729e3b0a62d9|0|0|636973758904502287&sdata=UJq%2FYSk%2FZIjYHiRHU8KRPMrrDlYHP3%2Fu5U04HrG3WnI%3D&reserved=0 names before every line, I think you should remove that before training.
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i think sentence limit is 10 here. And actually I got good output with 30 epoch itself, and I am also new to this so I can say try only :P

Thank you very much for your replies and feedbacks. It was really helpful.
I will try with more epochs and let you know the result :)
Sent from my iPhone
On Jun 28, 2019, at 23:44, shubhamsonawane21 <notifications@github.commailto:notifications@github.com> wrote:
i think sentence limit is 10 here. And actually I got good output with 30 epoch itself, and I am also new to this so I can say try only :P
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okay... welcome 👍 :)

Hi, I increased epochs to 140 and then loss improved to 0.12 and perplexity 1.13.
Now I get better result.
Thanks again for help.

Nice ♥ :)

how can i increase the number of words allowed in a question/reply?

it is more that enough, because my data set is just of 800 lines (400 questions and 400 answers) and it is working fine. Can you show me sample of your data set?

it did well with 30 epochs?

it is more that enough, because my data set is just of 800 lines (400 questions and 400 answers) and it is working fine. Can you show me sample of your data set?

it did well with 30 epochs?

no, for me it did well with 150 epochs.

it is more that enough, because my data set is just of 800 lines (400 questions and 400 answers) and it is working fine. Can you show me sample of your data set?

it did well with 30 epochs?

for me it did well with 150 epochs.

how can i increase the number of words allowed in a question/reply?

in chatbot.py file, as per screenshot maxLength's default value is 10, change it to value you want.

authors: Brianjoroge NazaninSA NazaninSal shubhamsonawane21


text:
FractionBounce activity tutorial navigation and localization issue solved

Fixes #1035

Stop and Help button meaning is obvious so they don't need to be localized.

@llaske , please have a look. The changes which I had made for localization of Stop and Help buttons have been undone.

Nice. Thanks @AnandChourasia007 .

source: gharchive/pull-request

repo: llaske/sugarizer

license_type: permissive

license_source: bigquery


text:
Проблема с загрузкой

Приветствую! ловлю ошибку при скачивании треков, есть подозрение что т.к недавно стало возможным загружать собственные треки на площадку - они также присутствуют в целевом плейлисте, натыкаясь на них скрипт ловит ошибку.
Traceback (most recent call last):
  File "/home/sergey/yandex_music_downloader/yandex-music-downloader/main.py", line 498, in <module>
    result_tracks = get_playlist(cached_session, args.playlist_id)
                    ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/home/sergey/yandex_music_downloader/yandex-music-downloader/main.py", line 265, in get_playlist
    tracks = [t for t in tracks if t is not None]
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/home/sergey/yandex_music_downloader/yandex-music-downloader/main.py", line 265, in <listcomp>
    tracks = [t for t in tracks if t is not None]
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/home/sergey/yandex_music_downloader/yandex-music-downloader/main.py", line 149, in from_json
    has_lyrics = data['lyricsInfo']['hasAvailableTextLyrics']
                 ~~~~^^^^^^^^^^^^^^
KeyError: 'lyricsInfo'

Исправил, проверяйте. Если скрипт все равно крашится - скиньте мне ссылку на плейлист или вывод скрипта с флагом --debug

Я проверил, плейлист скачивается корректно. Насчет ошибки 400 - открыл новую issue.

source: gharchive/issue

authors: daodaodaodaodao llistochek

repo: llistochek/yandex-music-downloader

license: MIT

license_source: github-api


text:
Feature Request: Negative ControlNet Model

This may be a simple project for a someone who can train ControlNet models, or it may require the help of the devs, or both (or either). I don't understand the system well enough to say, but I wanted to get the idea out there, for people to consider. Please forgive me if this idea is impossible, as I lack a deep understanding of how CN works. I'm just not smart enough to grasp the algorithms and other peer reviewed research paper stuff, so I'll just have to put this out here and see if it's feasible or not.
I propose a dedicated ControlNet preprocessor/model for negative image prompting. In the same way that other ControlNet models instruct the diffusion using images, rather than prompts, this would do so for negative prompting. I envision this working one of the following ways:

Providing an image full of exactly what you don't want in your generation with this model would cause SD to diffuse images without these things.
It could work like 1p2p and just be super good at removing what you specify with negative prompts.
It could work like the Inpainting model, but you would draw over any representative area of what you want gone and it would remove that from the entire image generation. In other words, if you draw a mask on a person's face in an image of a crowd of people, the generated image would remove all of the faces, so everyone would have heads with no eyes, mouth, nose, etc.

Depending on the method, some things, such as color and basic shapes would have to be ignored, or we would get blank images, but if LoRA models can be trained to add details, or fix just hands, I don't see why this wouldn't be possible.
Imagine getting something in all your images, like halation, noise, pseudo-text, or people (I make landscapes and abstract stuff and people pop up in my generations ALL the time). All the negative prompting in the world, even with SDXL, can't seem to solve your issue. This could be an super useful tool in the 'ole toolbox, for folks who get this problem a lot.
I would love to hear someone weight in on the feasibility of this idea. I can train LoRAs, but I've never done a CN model. Any knowledgeable input or advice appreciated.
Apologies if this falls outside the scope of a feature request.
-V

Degeneration-Tuning: Using Scrambled Grid shield Unwanted Concepts from Stable Diffusion

An interesting paper. I wonder what they did with their models...
Also, we're not trying to censor a model, so I'm not sure we would want to train the same way, if we were to do it again.
We want to be able to remove objects from a scene by specifying them somehow. I suppose we could just make it like a 'Super Negative Prompt' model, by training it like this:

[Original Image]

[Training Candidate]
Prompt/Text Encoding 'cassette tape'
or

[Original Image]

[Training Candidate]
Prompt/Text Encoding: 'two bicycles'
or

[Original Image]

[Training Candidate]
Prompt/Text: Humans
I used PhotoShop to remove the unwanted objects with the healing brush, which could be done quite fast. I'm not sure if this would be more or less likely to train a controllable object removing ControlNet, but if someone with the GPUs to try this, please let me know if I can help.

authors: Vendaciousness geroldmeisinger

repo: lllyasviel/ControlNet


text:
Add getRange and getCut to OwnedLocation

Fixes #141

This is waiting on #143, which fixes #142. Once that goes in one of the unit tests included in this pull request will get no longer be an expected failure.

repo: llotneb/SBOL


text:
BREAKING CHANGE(web-twig): Remove Twig boolprop filter and its extension

Description
We do not use it anywhere and we don't recommend it, why not remove it?
Additional context
This wasn't mentioned in the issue, so I created a separate PR and we can decide if we want to do it or not.
Issue reference
#DS-798

Before submitting the PR, please make sure you do the following

[x] Read the Contributing Guidelines.
[x] Follow the PR Title/Commit Message Convention.
[x] Provide a description in this PR that addresses what the PR is solving, or reference the issue that it solves (e.g. fixes #123).
[x] Ideally, include relevant tests that fail without this PR but pass with it.

coverage: 96.46% (-0.09%) from 96.552% when pulling 7fe96ffe3ead7bf9856bc437a8d9e582533e36b3 on bc/boolprop-filter into 4e32893672a7fa68354c1a01d58853b6ed508c68 on bc/boolprop-components.

authors: coveralls crishpeen

repo: lmc-eu/spirit-design-system


text:
UMAP reduces 10 PCs into 2 dimensional summary data?

Hi, guys:
Previously I have been using PCA software to derive 10 PCs from a genotype dataset (usually with tens of thousands of independent SNPs). Some other people derive more PCS. For example, the UK Biobank genotype data comes with 40 PCs.
I am now puzzled with a basic (and probably naive) question: does UMAP work like PCA software that begin with a genotype data with tens of thousands of indepdentent SNPs, or UMAP begin with a numeric dataset such as the 40 PCs coming with the UK Biobank data. The PENGUIN example dataset have 4 columns of numerical values. I don't see much value to reduce the dimension from 4 to 2.
Since the plots in the UMAP online documentation are all shown in 2-D scatter-plot, does this mean that UMAP only output 2-D data? For PCA, we can ask the software to output any number of dimensions, such as 10 PCs or 40 PCs.
Thank you very much & best regards,
Jie

Hi Jie:

Reducing the dimensionality before applying UMAP is unnecessary and not recommended. Avoid doing PCA to reduce the dimensionality if you can.
The value of reducing the penguin dataset to two dimensions is so you can visualize it simply (which is, I suspect, the use case for the vast majority of users of UMAP).
If you want to reduce the dimensionality to a different output dimensionality, set the n_components parameter to a value other than 2 (e.g. 10 or 40).

Thanks, James!

The above is an Figure 1 from this paper https://journals.plos.org/plosgenetics/article?id=10.1371/journal.pgen.1008432.  The plot D of this Figure has the best stratification capacity, and it is "on the first 15 principal components." The Figure 2 and Figure 3 of this paper are also based on the top N PCs, not based on raw genotype data. So, it seems a reasonble approach that people run PCA first and then run UMAP on top of top PCs.
I understand that PCA and UMAP have differences in terms of methods and computational requirements. But simply from the perspective of analysis output, they are basically the same, correct? That is, both can reduce a high dimensional data (such as tens of thousands of SNPs) into very low dimension (10 PCs or 2 UMAPs). For example, we could either run a second PCA or a new UMAP, after we first used PCA to generate 10-PCs, correct?
Finally, I am trying to follow the documentation at https://umap-learn.readthedocs.io/en/latest/basic_usage.html, I use Ubuntu Linux coming with Windows 10.  But I encoutered two errors:

"%matplotlib inline" gives an error message of "SyntaxError: invalid syntax".

"sns.pairplot(penguins, hue='species_short')" only gave an text output of "<seaborn.axisgrid.PairGrid object at 0x7f4bbfe30a00>", instead of displaying a Figure.

Can you please kindly let me know how to resolve this?
Thank you & best regadrs,
jie

So, it seems a reasonble approach that people run PCA first and then run UMAP on top of top PCs.

Sorry for causing confusion. Let's distinguish between two cases:

Do you have to use principal component data as input to UMAP? No.
Can you use principal component data as input to UMAP? Yes.

I'm not saying "don't run PCA on your RNA sequencing data": there are all sorts of reasons why you might want to and one of the results may be that if you choose to visualize that data, the resulting UMAP will look better.
I am saying "you are not obliged to run PCA on your RNA sequencing data before attempting to visualize it with UMAP".

For example, we could either run a second PCA or a new UMAP, after we first used PCA to generate 10-PCs, correct?

You could. I don't know if PCA followed by PCA is a great idea though.

Finally, I am trying to follow the documentation at https://umap-learn.readthedocs.io/en/latest/basic_usage.html, I use Ubuntu Linux coming with Windows 10. But I encoutered two errors:

"%matplotlib inline" gives an error message of "SyntaxError: invalid syntax".

"sns.pairplot(penguins, hue='species_short')" only gave an text output of "<seaborn.axisgrid.PairGrid object at 0x7f4bbfe30a00>", instead of displaying a Figure.

Can you please kindly let me know how to resolve this?

Probably, you aren't running that in a Python notebook. Visit https://jupyter.org/ to learn more.

Dear James:
Thank you very much!
For your last comment "P_robably, you aren't running that in a Python notebook. Visit https://jupyter.org/ to learn more", do you mean that I should install Jupyter notebook (https://jupyter.org/install.html)?
Can I install this to Windows 10 directly, or I have to install it into the Windows 10 Ubuntu Linux sub-system?
Sorry, if this is a naive question and is wasting your time. I tried to only ask intelligent and necessary questions, after I did my due diligence first but still could not find the answer.
Best regards,
Jie

do you mean that I should install Jupyter notebook (https://jupyter.org/install.html)?

yes.

Can I install this to Windows 10 directly, or I have to install it into the Windows 10 Ubuntu Linux sub-system?

if you installed UMAP and its dependencies on the Windows 10 Linux sub-system, then also install Jupyter lab/notebook there (e.g. using pip).

Dear James:
Thanks! Previously, I usually user Windows 10 only for Office type of software, while Linux for data processing type of computational tasks.
If I install Jupyter lab and UMAP and python dependencies on Linux sub-system, I am afraid that I still won't be able to generate a plot from the Linux system, even when I run Jupyter on top of Linux.  Take R for example, in Windows version R, I type "plot(cars$speed)" and I will get a plot. However, in Linux, after I type "R" to run R on top of Linux and then type "plot(cars$speed)", it will generate nothing. I have to use "png()" to save that to a plot and then open it in Windows.
So, LInux does not output a plot directly from a command line. That is my question. I shall do more research into this myself, since this is not really a UMAP question :- )
Best regards,
Jie

If I install Jupyter lab and UMAP and python dependencies on Linux sub-system, I am afraid that I still won't be able to generate a plot from the Linux system, even when I run Jupyter on top of Linux.

I wouldn't worry: Jupyter runs in a web browser window. When I run it from the Windows subsystem for Linux command line, it opens a new tab in my browser running on Windows itself.

Great. Try it out now :- )

Dear James:
Please see my screenshot below. After I typed the command for installing and running jupyter, somehow I got an powershell.exe window, where I could not type anything.

When I open up a new Linux shell and type the same python commands for UMAP, I got the same two errors as mentioned previously.
Best regards,
Jie

It works for me on the latest version of Windows 10/WSL. Maybe you don't have a default Windows browser defined? Anyway, I would experiment with getting things working with pip rather than conda (e.g. do pip install jupyterlab). Then when you run jupyter-lab, you should eventually get a message in your Linux terminal which tells you to paste a URL that looks like: http://localhost:8888/lab?token=<some-long-token-here>.
Anyway, at this point your problem is with getting your notebook environments running, and I don't know much about that.

Anyway, at this point your problem is with getting your notebook environments running, and I don't know much about that.

In that case, @jlmelville, maybe it was more helpful to show how a regular seaborn plot can be made in regular python environment, rather than telling the user to install something you're not comfortable helping with 😉
I'm not a Python user (I use Jupyter with R), so I cannot help with that specific plot issue, but making such plots should be easy without Jupyter notebooks...

authors: janxkoci jielab jlmelville

repo: lmcinnes/umap


text:
Change rest console default selection from POST to GET

We were using kopf and now switching to cerebro. In rest console, Cerebro has default selection as "POST".  We have concern with this as default because it increase the chance user input something wrong and delete data.   In kopf, the default option was "GET". Is there reason why "POST" is changed to be the preferred default now?
Screenshots below:
Cerebro

Kopf

If we do not want to change the default from "POST" to "GET" for everyone, can we add a preference setting to pass in parameter so this can be configured? I can make this change and discuss about merge back to main stream?

repo: lmenezes/cerebro


text:
Mapping scheme from relational databases using SQL

Determine way to display contents in SQL databases
Sort out SQL statements to use

The file system hierarchy to be displayed follows the following schema:

A value can be retrieved by reading:
/<db_name>/<table_name>/<row_key>/<col_name>

Where <row_key> is dependent on the structure of table in the mounted database. If the table has primary key, then the primary key will be used to identify each row. Otherwise, an index number will be provided.

Blocked by #5, after which all operations can be determined.

Based on https://github.com/lmy441900/mdbfs/issues/5#issuecomment-498909464, some of the mappings between POSIX I/O syscalls and SQLs can be seen:

create(), mknod(), mkdir() -> INSERT / CREATE
unlink(), rmdir() -> DELETE
read() -> SELECT
write() -> UPDATE

some of the mappings between POSIX I/O syscalls and SQLs can be seen

It should be noted that different SQL implementations have different SQL extensions, so using SQL directly in the project may cause low code reuse rate?

This issue will be closed once the corresponding API documentation is composed -- hence a tracking issue.


text:
myriad complaints about SIT refactor

across several ASS channels people are pissed about the SIT reminder on d2. i think my solution to this is that i will put it into "optional resources" on d2, undo the red coloration, and not show it after d2. but i will do that because i hate the complaints.

addressed in #176 which is now in main.

repo: loathers/TourGuide

license: Unlicense


text:
Replace AppLocalizationDelegate by ${className}Delegate

I use this package to generate two difference class name localization.
Delegate will conflict because class naming is AppLocalizationsDelegate same.

Hi @abc873693,
Thanks for the PR!
Could you give us more details regarding why do you need this?

Why import prefix does not work for you (e.g. import 'generated/l10n.dart' as l10n;)?

Are you trying to use multiple AppLocalizationDelegate delegates in the same project (modular project architecture - known constraint)?

Why import prefix does not work for you (e.g. import 'generated/l10n.dart' as l10n;)?

Yes, but i hope delegate naming rule same with classname.

Are you trying to use multiple AppLocalizationDelegate delegates in the same project (modular project architecture - known constraint)?

Yes, I later found out that I couldn’t solve this problem.


text:
deps: window_manager bump

Some important fixes were made:

On-close event handler is fixed
setMinimumSize and setMaximumSize is fixed on macOS, although not yet on Linux.

Thanks!

repo: localsend/localsend


text:
editor: fix hover syntax reveal

fixes https://github.com/lockbook/lockbook/issues/2236 (by removing the debounce)
PR is in draft because I haven't totally decided if this is the right direction (alternative: https://github.com/lockbook/lockbook/pull/2683)
https://github.com/lockbook/lockbook/assets/6198756/35af929b-022b-4e1d-b35c-32cba776d3c5

https://github.com/lockbook/lockbook/pull/2686

repo: lockbook/lockbook


text:
Add virtual keyword to implemented virtual functions

This PR solves the issue #278.

Awesome, thank you for fixing this important issue. Since we implicitly have a C++11 requirement (URDF parser, also see CI requiring C++11 on Xenial), we may want to use override when overriden to indicate it's not the first declaration

Awesome, thank you for fixing this important issue. Since we implicitly have a C++11 requirement (URDF parser, also see CI requiring C++11 on Xenial), we may want to use override when overriden to indicate it's not the first declaration

It sounds good for me.
Maybe we need to discuss when it coudl happen.
@nim65s could you let us know if we can pursue c++11 standard soon? or when?

I think for crocoddyl, we can decide to require c++11. And for almost all other softwares, but not on the very generic ones like eigenpy, hpp-fcl & pinocchio.

I don't think that you need to use any C++11 feature here. robotpkg is forcing C++11, but this is a mistake and it will be fixed soon.
And Xenial still relies on urdf 0.4.2 which is using boost::shared_ptr

Is there a requirement to still support C++ < C++14? Even on Xenial the default compilers support the features.

We would prefer to not impose any restriction if it is not required. In the current context, adding or not "override" won't change anything, except adding C++11 as required feature, while until now, the code is compatible with all the standards, meaning that extra-lib can still use it.

In addition, for C++14, not all the compilers are enforcing correctly all the rules, making hard to use this feature on all the platforms even if they claim it.

authors: cmastalli jcarpent nim65s wxmerkt


text:
fix: loco generate reqeust test template use pkg_name

fix https://github.com/loco-rs/loco/issues/132

You probably want to add pkg_name to the template context, like done here:
https://github.com/loco-rs/loco/blob/master/src/gen/mod.rs#L111

template context

thanks,I update pr code

@fan-tastic-z thanks, there is one additional place here: https://github.com/loco-rs/loco/blob/master/src/gen/scaffold.rs#L52

@jondot Thank you very much for your help. I just started learning Rust and found loco to be a great project. I hope I can learn Rust better through loco.

authors: fan-tastic-z jondot

repo: loco-rs/loco


text:
Bump to sqlx to 0.8

Not using the lates sqlx leads to large compile errors around bgworker:
error[E0277]: the trait bound `chrono::DateTime<Utc>: sqlx::Type<_>` is not satisfied
   --> /Users/felipesere/.cargo/registry/src/index.crates.io-6f17d22bba15001f/loco-rs-0.10.1/src/bgworker/pg.rs:276:15
    |
276 |         .bind(next_run_at)
    |          ---- ^^^^^^^^^^^ the trait `sqlx::Type<_>` is not implemented for `chrono::DateTime<Utc>`
    |          |
    |          required by a bound introduced by this call
    |
    = help: the following other types implement trait `sqlx::Type<DB>`:
              `&T` implements `sqlx::Type<DB>`
              `()` implements `sqlx::Type<sqlx::Postgres>`
              `(T1, T2)` implements `sqlx::Type<sqlx::Postgres>`
              `(T1, T2, T3)` implements `sqlx::Type<sqlx::Postgres>`
              `(T1, T2, T3, T4)` implements `sqlx::Type<sqlx::Postgres>`
              `(T1, T2, T3, T4, T5)` implements `sqlx::Type<sqlx::Postgres>`
              `(T1, T2, T3, T4, T5, T6)` implements `sqlx::Type<sqlx::Postgres>`
              `(T1, T2, T3, T4, T5, T6, T7)` implements `sqlx::Type<sqlx::Postgres>`
            and 31 others
note: required by a bound in `sqlx::query::Query::<'q, DB, <DB as HasArguments<'q>>::Arguments>::bind`
   --> /Users/felipesere/.cargo/registry/src/index.crates.io-6f17d22bba15001f/sqlx-core-0.7.4/src/query.rs:81:49
    |
81  |     pub fn bind<T: 'q + Send + Encode<'q, DB> + Type<DB>>(mut self, value: T) -> Self {
    |                                                 ^^^^^^^^ required by this bound in `Query::<'q, DB, <DB as HasArguments<'q>>::Arguments>::bind`

I have tested this locally.

Huh I'm seeing the precise failures in CI... but I've updated sqlx?


text:
[WIP] Added Model Structure Property

Changes:

Moved metadata/modeling from StructureProperty to new ModelStructureProperty
Improved parsing of structure vals to better use the models they are bound to
Added support for saving nested properties when saving the structure property
Added customizable "sql_type" to pick among the TEXT data types

Coverage decreased (-0.8%) to 39.849% when pulling 95a62f467a9b96aa0015f97613c3303dd2cf3946 on mcaskill-structure-property into 01f87315d0d8404c495a8731644126a107ae71b9 on master.

Coverage decreased (-0.8%) to 39.86% when pulling c96efdfc79fdb0c10b61b9d944b0faedf15e72f5 on mcaskill-structure-property into 01f87315d0d8404c495a8731644126a107ae71b9 on master.

Coverage decreased (-0.8%) to 39.86% when pulling c96efdfc79fdb0c10b61b9d944b0faedf15e72f5 on mcaskill-structure-property into 01f87315d0d8404c495a8731644126a107ae71b9 on master.

Coverage decreased (-0.8%) to 39.86% when pulling c96efdfc79fdb0c10b61b9d944b0faedf15e72f5 on mcaskill-structure-property into 01f87315d0d8404c495a8731644126a107ae71b9 on master.

Coverage decreased (-0.8%) to 39.86% when pulling c96efdfc79fdb0c10b61b9d944b0faedf15e72f5 on mcaskill-structure-property into 01f87315d0d8404c495a8731644126a107ae71b9 on master.

Coverage decreased (-0.8%) to 39.86% when pulling c96efdfc79fdb0c10b61b9d944b0faedf15e72f5 on mcaskill-structure-property into 01f87315d0d8404c495a8731644126a107ae71b9 on master.

Coverage decreased (-0.8%) to 39.86% when pulling c96efdfc79fdb0c10b61b9d944b0faedf15e72f5 on mcaskill-structure-property into 01f87315d0d8404c495a8731644126a107ae71b9 on master.

Coverage decreased (-0.8%) to 39.849% when pulling ac8e1e3ff52202131e27ab79eb2da32472019fc8 on mcaskill-structure-property into 01f87315d0d8404c495a8731644126a107ae71b9 on master.

Coverage decreased (-0.8%) to 39.838% when pulling ce012f9f21ea275996df803b0a83e43135cc82c4 on mcaskill-structure-property into 01f87315d0d8404c495a8731644126a107ae71b9 on master.

Coverage decreased (-0.8%) to 39.838% when pulling 3fb1d9abaad68ab89924ca631347a72f681976c5 on mcaskill-structure-property into f2531e94a05fc97c879a0c45c529096147668188 on master.

Coverage decreased (-0.9%) to 39.753% when pulling 9041f6dba8f650afd5eb318098658f066b7d8d6d on mcaskill-structure-property into f2531e94a05fc97c879a0c45c529096147668188 on master.

Coverage decreased (-0.9%) to 39.753% when pulling 9041f6dba8f650afd5eb318098658f066b7d8d6d on mcaskill-structure-property into f2531e94a05fc97c879a0c45c529096147668188 on master.

Coverage decreased (-0.9%) to 39.753% when pulling 9041f6dba8f650afd5eb318098658f066b7d8d6d on mcaskill-structure-property into f2531e94a05fc97c879a0c45c529096147668188 on master.

authors: coveralls mcaskill

repo: locomotivemtl/charcoal-property


text:
no-web performance data saved

if I run locust by no-web,hao can I save the performance data, example save as file and see it later.

Check out this PR - https://github.com/locustio/locust/pull/445

repo: locustio/locust

license: mit


text:
Allow specifying that dev/base images be always pulled

Is your feature request related to a problem?
Yes
Which solution do you suggest?
Usually, dev/base images (at least in my experience) are not versioned, and tags receive regular security updates.
dev spaces
Currently, when dev spaces are deployed, they are deployed with imagePullPolicy: IfNotPresent which makes it very difficult to regularly apply security updates to a dev tag without changing (potentially) dozens of repositories and/or manually deleting the tag off the nodes.
Manually updating the deployment to pull always causes sync to break or stop working.
base images
When building new images, --pull is not passed. This means if a base image receives a security update, the developer will not get them, and then deploy that image to a cluster.
Which alternative solutions exist?

version base/dev tags daily when security updates are applied. Any developer will need to update the Dockerfile to use the new tags.
docker system prune --all --volumes locally to get the latest base images if you want to build them.
shut down all devspaces and delete the image from each node in the cluster to update dev images.

Additional context

/kind feature

Just discovered #1748 which fixes the dev images:
    patches:
      - op: replace
        path: spec.containers[0].imagePullPolicy
        value: Always

And that args can be passed to buildkit, seems to work.
Hopefully, this will help other people who didn't RTFM.

repo: loft-sh/devspace


text:
Breaks browserify debug

When running in babelify with browserify debug option set to true it leads to error in generating source map.

I'll need some example code to reproduce the issue.

I'll try to localize issue, for now for live project only solution was to disable debug in browserify. I believe that any usage of plugin+decorators will lead to this problem.
browserify (browserify_config).transform(babelify,{plugins:["transform-decorators-legacy"],presets: ["es2015","stage-0", "react"]})

Closing due to inactivity, if you get an example I'd be happy to look at it.

authors: MDron loganfsmyth


text:
Usage of old version of moment.js

Hi Logbon,
This is a very nice and interactive module. But currently the one of it's dependency (Moment.js) is too old to be utilized. As moment.js updated some of their APIs.
Please update the package with suitable version.

Already updated in most recent release.


text:
AGVFM-23 AGV: Slow down and stop when front camera detects and obstacle

Basic Info

Info
AGV: Slow down and stop when front camera detects and obstacle

Ticket(s) this addresses
https://lvserv01.logivations.com/browse/AGVFM-23

Primary OS tested on
Ubuntu

Robotic platform tested on
W2MO simulation

Tested on AGV
Not yet

Description of contribution in a few bullet points

added slowdown algorithm
changed isTrajectoryFeasible collision check condition

was tested in  basement, we found the following thigns:

infeasible tebs were removed from planning. This caused trouble with pallet pickup, where we have to move into a wall. We modified it to 1) not run feasibility check at all (instead of just ignoring the result) and 2) not remove tebs from planning if they are infeasible
if the path is not feasible, teb should not fail. It should just stop and wait for the obstacle to go away.

For the depth cameras, we also need to following changes:

depth cameras should be deactivated for stvl in general when not driving in narrow aisles
there is some ghosting at the edges of the camera frustum. This creates costmap obstacles which then cause a lot of infeasibility. Could be improved by specifing a FoV for marking as well.

authors: jplapp rdeniza


text:
🛑 Potus Remoto is down

In 24a9f9b, Potus Remoto (https://remoto.potus.ar) was down:

HTTP code: 0
Response time: 0 ms

Resolved: Potus Remoto is back up in 8185901.


text:
Compare HMAC of request body with X-Hub-Signature header

I think it would be smart to generate the HMAC of the request body using the secret key that's set when configuring the webhook and compare it with the X-Hub-Signature header that GitHub sends in the request.

:+1:

authors: NiclasLindqvist charlie-s

repo: logsol/Github-Auto-Deploy