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license: apache-2.0 |
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## Dataset Description |
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List of SD prompt in alpaca format from the discord server mostly from "Unstable Diffusion", include "Umi AI, Aitrepreneur, Softology" |
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Detailed alpaca format: [system context optional]\n\n### Instruction:\nCreate stable diffusion metadata based on the given english description. [brief description of prompt]\n### Input:\n[one channel Discord](https://pastebin.com/07PuBaQp),\n### Response:\n |
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#### Data Collection and Processing |
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11/2023 creation Dataset [DiscordPromptSD.json](https://huggingface.co/datasets/Nekochu/discord-unstable-diffusion-SD-prompts/blob/main/DiscordPromptSD.json) and tools: |
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- DiscordChatExporter to bulk download and keep only prompt image with metadata to "output" and channel name as "input". |
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- Captioning used for "instruction": ViT-L-14/openai (pharmapsychotic/clip-interrogator-ext), else spacy summarizer |
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- Kainet Editor and my (test) script [scrapt](https://pastebin.com/w8qPjjiL), [format](https://pastebin.com/gGmDrmjX)[_](https://pastebin.com/VtG9LSuG), [dedup](https://pastebin.com/zZWaH4V3) for misc replace. |
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03/2024 Dataset [ExtendedPrompts.json](https://huggingface.co/datasets/Nekochu/discord-unstable-diffusion-SD-prompts/blob/main/ExtendedPrompts.json) Colletion not by me: |
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- To combined dataset from [neuralworm](https://huggingface.co/datasets/neuralworm/stable-diffusion-discord-prompts), [sengunsipahi](https://huggingface.co/datasets/sengunsipahi/civitai_top10k), [Ar4ikov](https://huggingface.co/datasets/Ar4ikov/civitai_sd_337_prompts), [thefcraft](https://huggingface.co/datasets/thefcraft/civitai-stable-diffusion-337k), [xzuyn](https://huggingface.co/datasets/xzuyn/Stable-Diffusion-Prompts-Deduped-2.008M), [Gustavosta](https://huggingface.co/datasets/Gustavosta/Stable-Diffusion-Prompts), [MadVoyager](https://huggingface.co/datasets/MadVoyager/stable_diffusion_instructional_dataset), [impactframes](https://huggingface.co/datasets/impactframes/PromptMKR) I used my [fine-tuned Bart model](https://huggingface.co/Nekochu/distilbart-cnn-12-6-SD-prompt) to create a short summary prompt to complete the missing "Input" instructions for a Alpaca template, and is not part of [Luminia v3](https://huggingface.co/Nekochu/Luminia-13B-v3). |
