storium-backend
Spectrum
| storium-backend | Spectrum | |
|---|---|---|
| 4 | 2 | |
| 8 | 44 | |
| - | - | |
| 0.0 | 0.0 | |
| about 2 years ago | over 3 years ago | |
| Python | Python | |
| BSD 3-clause "New" or "Revised" License | MIT License |
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storium-backend
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[R] Wordcraft: a Human-AI Collaborative Editor for Story Writing
I’m excited to see where research like this goes next. Though I’m biased considering my research on Storium.
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[D] Very long sequence data (books) understanding?
I released a dataset of stories that are 19K tokens on average, but the longest are over a million. Our human evaluations show that relevance is the biggest factor in whether authors decide to use model generated text in their story, making this a good platform for assessing long document understanding and generation.
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[P] Question about generating stories
More recent work tries to learn all of this purely from text. My dataset collected from Storium includes a narrator and annotations, e.g. challenges, goals, etc that can help learn these traits directly from the dataset.
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[D] Deploying ML models - batching
If you’re willing to roll your own, you can see an example from my latest research project that makes use of asyncio.
Spectrum
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AI that generates rap lyrics (Open-Source + Live Demo)
if you want to learn more about or see the code you can check out the Github( https://github.com/YigitGunduc/Spectrum) repo
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AI that generates rap music lyrics (ml/dl) (Open-Source)
yes flask for the backend and bootstrap for the frontend (here is the code fo the web app : https://github.com/YigitGunduc/Spectrum/tree/master/WebApp)
What are some alternatives?
server - The Triton Inference Server provides an optimized cloud and edge inferencing solution.
DeepCreamPy - Decensoring Hentai with Deep Neural Networks
Cornucopia-LLaMA-Fin-Chinese - 聚宝盆(Cornucopia): 中文金融系列开源可商用大模型，并提供一套高效轻量化的垂直领域LLM训练框架(Pretraining、SFT、RLHF、Quantize等)
textgenrnn - Easily train your own text-generating neural network of any size and complexity on any text dataset with a few lines of code.
commit-autosuggestions - A tool that AI automatically recommends commit messages.
Tensorflow-Lyrics-Generator - Simple Tensorflow Lyrics Generator (trained from 7 Metallica songs) using LSTMs
GPT2-Chinese - Chinese version of GPT2 training code, using BERT tokenizer.
ai-music - A vanilla Trasformer Decoder music generation model trained on Final Fantasy OST MIDI songs
ydata-synthetic - Synthetic data generators for tabular and time-series data
RAVE - Official implementation of the RAVE model: a Realtime Audio Variational autoEncoder
nodding-pigeon - Detection and classification of head gestures in videos
Speech_driven_gesture_generation_with_autoencoder - This is the official implementation for IVA '19 paper "Analyzing Input and Output Representations for Speech-Driven Gesture Generation".