This is a big repository of text output generated by a syllable-level recurrent neural network trained on 19,431 dreams from The Dream Bank.
Neural net used: torch-rnn by Learning_Titans
Dataset: 19,431 dream summaries from [The Dream Bank] (https://dreams.ucsc.edu/)
Inspiration: Big thanks to [Pete Majarich] (https://www.wildestdreams.ai/)
More explanation and highlights: [aiweirdness.com]
Content warnings: everything that people have recorded dreaming
Training command: th train.lua -input_h5 data/dreams-syll.h5 -input_json data/dreams-syll.json -model_type lstm -num_layers 3 -rnn_size 512 -max_epochs 10 -seq_length 35 -checkpoint_name cv/dreams/checkpoint -checkpoint_every 500 -gpu_backend opencl -gpu 1
(follows standard syllable preprocessing step explained here)
Example sampling command: th sample.lua -checkpoint cv/dreams/checkpoint_15000.t7 -length 1000 -gpu_backend opencl -gpu 1 -temperature 0.9
checkpoint_6000_temp0p3.txt Checkpoint 6000 (medium-early point in training). Sampling temperature: 0.3 (low creativity)
geni and i don't know what they were going to be in the dream. i was in a small house and i was trying to get back to the bathroom. i was in a large room with a few of the people and i was going to go to the bathroom. i was aware that i was going to get out of the room and it was a bit in the house and i was in the water. i was in a small room with a woman in the back door and i was very happy to return to the other side of the car and i was embarrassed. i was afraid of the real interesting way to go to the same time. i was afraid to go to the other room and i was in the back of the house and it was a good time. i was trying to find the rest of the plane and it was a bit of the other one i had to go to the end of the house. i was in a small room with a woman in the back of the room and i was trying to get it to be a bit and i was afraid i had to go to the other side. i was trying to get up to get the door and i was going to get to the other side of the building. i was trying to get out of the room and there was a small man in a large truck. i was sitting
checkpoint_6000_temp0p6.txt Checkpoint 6000 (medium-early point in training). Sampling temperature: 0.6 (medium creativity)
litho i think through the motorcycle, i am looking for a real time and i go down to the ground. i look on the door and see a small leather deck of other people on the floor and run into the house. this is a large place and i want to reach the door and go on. i say something to him that this time i don't want to go to the kitchen. i pick up a box and then see the elevator and say no. i am happy and the man is in a long time. i have a car and i say, "i don't want to do it when you have to go do the others to get it for the committee." i say, "you can't go some sort of like a restaurant." i see the enemy paper, being a really high school. it's a very large deal of water. i see a black man and i am talking about it. i say to him, "i can't find my hand to call others for something from your mom's story." i go to the hospital. he is annoyed at me. i feel very happy to say okay. he tells me he'll be in the kitchen. i don't remember the baby. i say to her, "don't be a really good looking sizes and ill. i feel a bit in the receptive of the mall of the first day, but i don't want to be a puzzle and it can go to my classroom." i look at the others and find a belt to get up to put the line and he is a narrow door. i walk to the door to the moment that i am going to give it to this big box and i get up to go to the roof. i run out and see my friends on the ground. i say, "yes, i can't find the night." i
checkpoint_6000_temp0p9.txt Checkpoint 6000 (medium-early point in training). Sampling temperature: 0.9 (high creativity)
stakual murpoo had become impressed. he has already heard for her blue (a room) apparently in a quarter and the priest wants to hear him. we leave my own and crumble on a rubber cardboard wall. i look at the child and ask the men to see the principal. he says "yes and steal and talk." he tries to see this so he was really loving. i became frustrated. one of the incident with my brother dwight'izes on me. it seems i know we're not exactly like an affair to be out for live soon. seget, i ask for it, like to eat a and sturdy. mary and i are retreated being forced for a small priest and i think it is the tory to meet which i haven't just passed your instructor; rich for the scaners program and easily is doing the best class. i run through the subject to march out and say, i say to her and don't think the man he wants to do this. i punch her down. i wrote it on the plane. i have a black place. i hold it and he steps on the back door to comten the box on it. i'm going to precover it is me. i say, "have you go or go to get a concrete up to the bathther." he comes in, only myself to leave with him. someone with i arrive at the rubpire. my dad is there in robes because there are several up and the troplets in sumish. i say, "we should get loose soon," this is my friend stephen ramos. i say, yes. she hides on the cheek steps and i say goodbye to them to like him again. i go inside the car, especially i see an inside basketment of water and i see a meeting, and also look behind the door on the floor
checkpoint_15000_temp0p3.txt Checkpoint 15000 (latest point in training). Sampling temperature: 0.3 (low creativity)
i think of the dream that i am in the dream. i am relieved that i was going to get back to the other side of the house and i'm not sure if i can see the ground and get out of the room. i go to the back of the room and see a magazine of a man on the floor and he is a little embarrassed and says, "i don't know if i'm not sure what you want to do with your own things." i look at it and go to the door and see a man in a huge room with a small black and white haired man with a baby and a white dress and a small white man with a baby and a baby and a white dress and a little girl in a small room with a white dress and a small black dress and a black and white suit and a black and white shirt. i am surprised and say, "i don't want to be a good idea and i don't know what you want to do." i say, "i don't know what you want to do." i say, "you don't know what you want to do and i don't want to get the other way to the right." i am concerned and say, "i don't want to be in here and i can't get it to be a good thing." i say, "i don't want to be able to be able to get some other things to do so i can do it." i say, "i don't know what you want to do and i can't get a long time." i say, "i can't get it back to the right side of the house and you have to be able to get out of the world." i am now in a large room with a baby and a
checkpoint_15000_temp0p6.txt Checkpoint 15000 (latest point in training). Sampling temperature: 0.6 (medium creativity)
can do it to the highway i say to the woman i am a small car. i am standing with a man in a sort of direction of the water and he is going to take care of the one in a small room and he gets into the elevator to get out and hit him and he says, "oh yes, why can you do that?" "what do you think of your stuff?" i ask him if the man is going to stay with me here. i remember that i am puzzled and i say: "i didn't want to be able to take over the other one. i can't remember who she is doing? it has interesting people and maybe he can do that in the moment. i don't know what you see her from the police in the air and i want to go to the first place. i didn't know i'd gotten around in the first time." he tells me that the first time she says, "you are that you're going to make you." he says, "how do you want to come to the first level? why not? but i have a mistake." he is wearing a red and white hair. he is upset and says, "what do you want?" he says my name is a little bit of an animal to the other woman and she is determined to get out of the side of the room. i think he doesn't like me. he has a really dark haired man and i am wearing a one and a woman is there. i say i have a life call and she starts to talk with me. i am very tired, but try to get away from him. i say, "hi or 9 years old and already one of those girls that make a ride out." i then see a good looking man on a shelf and i say to her i don't
checkpoint_15000_temp0p9.txt Checkpoint 15000 (latest point in training). Sampling temperature: 0.9 (high creativity)
akubra reacting a picture of my car and there was some kind of christish grade but it was interesting to some retail - i don't know why, and that remember what i thought we had to do that because they were dejected because they were on a den thing. i went there and i had to jump out the door and a single person and my brother, old dish cuddle to coffin in the balcony. the kids were coming to find us and then they included me - you see them in the ocean. i pointed to andrea to enjoy the bus that i watched her on him as in her hand to record my project. he said something about this idea that which he was so uncomfortable about going around. except that when we heard several people sitting on a visit. he was not. my name was ex-red gate street that looks like she's heading on one hour and reynaldo. water came after me and says, "one may have broken them any work!" my mother was there for awhile they would rehearse talking, but i refused in my house. i was invited with his wife, but very on. i kept shouting at him so it keeps talking to her forward, "you are supposed to be crazy and you have to distract your idea i shouldn't do it."... w.r. asks me if she's too attractive. i go there and find her in a short way; we're in the ocean talking to frank at the convention (like my parents' house ?) i am dancing, teasing my friend melanie mcdyss and the boys going down a 127 morning and his eyes are used to get out of the baby's wife and use the room for his teeth.