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13 Mar 2025
chumajinさんのこの手の分析すごいなぁといつも思ってる。fulltrainの分析とかも。 #Kaggle実験管理
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31 Aug 2024
Replying to @GranaDyy
Too random, there are so many things that would be fully dependant on the maps such as style, confidence, how fast you learn this or that etc. Once in a time fast learn is cool but the most prestigious tournaments should always be fulltrain ones
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Replying to @neukundenwerber
Der Gönrgy Fulltrain ist nur für dich baby
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Compared to existing on-device training approaches, TinyTrain achieves the SOTA accuracy, with gains of 3.6-5.0% over fine-tuning the entire DNN (i.e., FullTrain).
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最終的なsolutionは、External Dataを加えた3500 lengthのDeBERTa largeの3 fulltrain model ensembleでしたが、学習率を少し変えたり、Label SmoothingやFocalLossを入れて多様性を出しました。 LBがoverfitしてる可能性大だったので、そこをブレずに見極められたのが大きかった。。
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14 Feb 2024
Stellt euch mal Peter Decker vor wie er in TNF Weste und Balaclava nh Fulltrain mit GegenStandPunkt malt
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BERT 等のモデルに複数の文を [SEP] で繋げて入力するときに、一部の文に該当する埋め込みのみを pooling するのおもしろすぎた / Kaggle Tokyo Meetup2023 CommonLit Solutionの紹介と考え方 - Fulltrain戦略と(Seed/Model)Ensembleの可視化 - - Speaker Deck speakerdeck.com/chumajin/mod…
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27 Nov 2023
2. 招待講演3「CommonLit Solutionの紹介と考え方- Fulltrain戦略と(Seed/Model)Ensembleの可視化 -」 youtube.com/live/2RydQQDeIGU… chumajinさんが少し癖のある問題設定のコンペを超考えながら解いたというのがよくわかるセッション。chumajinさんめちゃくちゃ喋り慣れててすごかった(小並感)

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26 Nov 2023
#kaggle_tokyo fulltrain戦略とseedによるブレの可視化、参考になる
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26 Nov 2023
fulltrain戦略 ふむふむ #kaggle_tokyo
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fulltrainのepoch数はどうするのが一番打率いいんだろうかstep数を同じにする?step数とepoch数の間取ることが多いけどよく分かってない #kaggle_tokyo
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(4sqも別の意味でfulltrainよかったな… )#kaggle_tokyo
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26 Nov 2023
Fulltrain,それ自体はバリデーションができていないことになってしまってちょっと不安になりそう.Lossがちゃんと下がっているとかPublic LBだとかである程度信用していくしかない? #kaggle_tokyo
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19 Jul 2023
Replying to @Philosophi_Cat
To give an alternate version; was on a fulltrain about a decade ago. All seats booked inc. mine. A little old lady was forced to sit next to an extremely overweight bearded man who took up part of her seat, ate loudly, quaffed beer, burped and snored very loudly for about 2 hrs.
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@sfgiants @caltrain y’all need to coordinate so we can actually get to the game!!!#fulltrain
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Wth is going NYC? G train! Come on! Run more trains and extend the cars length to the full length. #shame #G #subway #fulltrain #metronorth #MTA #deBlasio
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I wanna go eat, but so crowded it's hard to get to food. Everyone's fat and not moving.. Ouch, hurts under my feet when I try to push others away😣 But still wanna eat. #50DAYS #fulltrain #rushhour #karaage #friedchicken #animalabuse #animalprotection #chicken #quitChickenBeHappy
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When a person came I got pushed and now there's no space to sit. My legs hurt staying standing. It's hot, too. I wonder if there's not a more spacious spot.. #50DAYS #fat #fulltrain #crowded #AnimalProtectionWeek #friedchicken #karaage #birdlovers #chicken #quitChickenBeLively
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I realize this place is full of fat chicks. It's hot and so crowded. The other buddies' big butts are on the way... #50DAYS #JapaneseChicken #3Cs #crowded #fulltrain #broiler #train #infection #subway #quitChickenGetThinner #鶏肉やめて痩せよう
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When you tell people you’ll do a work thing, but that’s entirely dependent on you being able to get a seat to work at on the train....I’ve made a huge mistake #FullTrain
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