Masked Word Prediction Using Transformer Models

Implement a Transformer model to perform masked word prediction. Use some of the best NLP models, including BERT, RoBERTa, DistilBert and ALBERT

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Under the red light

PG-15, cw // blood, gore

written by @sayangmuzan for MuzanxHaerin LORE with final muzan form

art by @Puri24A on Twitter ❤

Muzan was beautiful; he was so beautiful that she couldn’t take her eyes off him. The memories from the night where the demon went feral should be terrifying; Haerin knew she was falling too hard, too deep, too ridiculous at the point the view from that night was not even enough to make her blink. Let alone turn away. She was staring at Muzan’s form that she never saw before; how the hair changed into long white strands and how his skin surface popped out followed by crazy looking mouths and teeth all over his body. Normal human beings should’ve run away, screaming even, and asking for help and never coming back again; but Haerin was just there–eyes looking ever so excited at her lover, who was growling and looking in pain, and before she could reach closer, Muzan ran away.

The human was crying; she thought Muzan would leave him, she thought Muzan wouldn’t be able to recognize her anymore but then he came back, with several dead bodies. The red blotchy stains around his mouth were telling and Haerin observed in silence; how the fangs easily tore the flesh, and how the sounds of bones cracking from the poor rearrange human bodies Muzan brought to their place. Haerin really should have run, maybe love was indeed something so dangerously foolish, that the human stayed.

The plum-red colored irises looked at her in sorrow; the hunger was there but there was so much more that Haerin seemed to understand. So she did what her heart told her the most; erased all the logical thoughts that were left inside her brain, her small hands reaching to the cold body that was covered in blood and sweat–and Haerin cupped his face. “Are you okay now?” She asked him, her voice was soft and her eyes were reflecting the light from the moon, reflecting the red of the demon’s body and soul.

The memories were so crystal clear, Haerin was lost in it; she didn’t realize her boyfriend was already looking pissed–oh, when was the time he did not–and grabbed her body by the hands so that she was trapped between his strong hands. “What are you thinking?” He demanded, couldn’t even bother to hide the tone of annoyance that Haerin had memorized.

“Hmm~ what was I thinking, indeed?” Haerin grimaced in amusement, in a manner of making a face of thinking of something as if she didn’t remember even being lost in thought seconds ago. A gesture she always used to make her lover even more annoyed.

“Haerin…” Muzan’s voice an octave lower; sending shivers to her ears but she liked it and she knew Muzan knew that as well. Muzan then brought his hands to make Haerin face him close. “Don’t do this to me, love. You know I’m always weak for your demeanor.”

“I was just thinking about the night I saw you in this form…” she told him, already anticipating Muzan’s response so she hugged him close. “You were so beautiful, you know? You are just as beautiful as I remember.” She continued to shower him with compliments as that was one of the easiest ways to ease the man’s tragic thoughts about that night. Muzan had apologized for too many times and blamed himself for that night even though it was Haerin’s formula that did injustice to his body.

They were trying the latest drug that night and Muzan had to overdid himself in order to neutralize the drug that was apparently ruining his inside; they stopped experimenting for months after that incident. “That’s a lot coming from the goddess herself.” Haerin felt something adjusting her hair and when she took a look, that was one of the tentacles from Muzan’s back–they were crazy-looking, but Haerin was never your normal human being since the beginning so her eyes were always glowing in awe at the sight. “You’re beautiful, Haerin. Nothing’s as beautiful as you are to me and I will kill anyone who–”

“There you go again about killing, what did I tell you about your words~” it was rather a joke but Haerin loved to tease her man.

“Oh my, I can’t really win against you, can’t I?” Muzan smiled softly before placing a kiss on Haerin’s left cheek, just the place where her mole placed perfectly on her face. “I just want to compliment the queen of my hearts…” he told her, whispering every word between the kisses that were now going lower to her neck.

The moon was bright and close to the earth, and they were standing just before the wide window–Haerin let out a soft moan before she pulled away slowly. “I don’t want to do it here.”

Muzan snorted and then pulled away to level his eyes to Haerin’s. “What do you think we’re doing, hmm?” He asked by giving a fair amount of chaff and laughed a little when he saw the blush on Haerin’s face and her scandalous expression. “Oh, now my Haerin is getting embarrassed by her own thoughts, huh?”

Haerin wanted to banter back but she knew it’s a giveaway when she stopped Muzan minutes ago; it’s her thoughts that already flew away to the steamy scenes from yesterday night and the human couldn’t help but want more. “I mean if my boyfriend is this hot, I would be dumb if I don’t want a piece of this…” she said while patting the demon’s hard chest.

“Trust me, Haerin. I want you just as much… but–”

“But why?” Haerin scowled.

Muzan let out a deep breath before he gently pushed Haerin’s body to make some space between them; his hand went from her hips to the side of her body to her neck and stopped at her shoulders. “You have no idea what I want to do to you right now,” he hissed and then closed his eyes and brought his face close to Haerin’s ear. “I want to rip this dress off, pounce on you and then make love to you all night…”

“Then what’s–”

“Shh, not finished yet, love.”

Haerin was now shivering, her body was tense and she always liked it when Muzan was like this to her.

“Is my baby in heat season so she became so impatient, huh?”

“Muzan, do not tease me anymore. I don’t think I can bear this. I want you so much, you want me just as much so what are you waiting for, babe? I put this pretty sage dress just for you and I purposely chose the revealing one to seduce you and you have to reject me? Looking pretty for you?!”

“Alright, since you are so cute tonight, I’ll give you what you want.”

Now the look on Haerin’s face is so funny that the demon laughed. “What about your ‘but’, huh? What about it?” She deadpanned as she wanted answers. Haerin would always want answers. Seeing Muzan wouldn’t give her what she wanted, she then threw fits on everywhere she could–lightly, because she couldn’t afford to lose her fingers.

“Oh, you’re getting feisty, now.”

“Ugh, I hate–hmph!”

The kiss was rough, the tongue was introduced earlier compared to their other kisses and Haerin was soon giving up. Her hands were now gripping on the man’s long hair and she let Muzan pick her body up and lead them to the bed.

Muzan put her down slowly, gently, so carefully–as if he was handling thin glasses. “I love you, Haerin.” He told her and Haerin smiled back at him, saying the same words back and Muzan continued inside his head. “I just do not want to hurt you.”

Guess Haerin had to wait for the morning to know what’s inside her man’s mind because they’re going to be busy with something else tonight.

Thank you for reading up until this part, I love you guys so much sorry for getting emotional but my mental is getting unstable these days haha so yume is something that can make me happy and in the community meeting so many kind people is making me feel warm ✨💚 semoga kalian selalu bahagia ama oshi dan makin mleyot~ hehe sehat2 terus yaaa~

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