NLTK
unprompted
NLTK | unprompted | |
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64 | 47 | |
13,035 | 745 | |
0.8% | - | |
8.1 | 8.2 | |
13 days ago | 2 days ago | |
Python | Python | |
Apache License 2.0 | - |
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NLTK
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Building a local AI smart Home Assistant
alternatively, could we not simply split by common characters such as newlines and periods, to split it within sentences? it would be fragile with special handling required for numbers with decimal points and probably various other edge cases, though.
there are also Python libraries meant for natural language parsing[0] that could do that task for us. I even see examples on stack overflow[1] that simply split text into sentences.
[0]: https://www.nltk.org/
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Sorry if this is a dumb question but is the main idea behind LLMs to output text based on user input?
Check out https://www.nltk.org/ and work through it, it'll give you a foundational understanding of how all this works, but very basically it's just a fancy auto-complete.
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Best Portfolio Projects for Data Science
NLTK Documentation
- Where to start learning NLP ?
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Is there a programmatic way to check if two strings are paraphrased?
If this is True, then you need also Natural Language Toolkit to process the words.
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[CROSS-POST] What programming language should I learn for corpus linguistics?
In that case, you should definitely have a look at Python's nltk library which stands for Natural Language Toolkit. They have a rich corpus collection for all kinds of specialized things like grammars, taggers, chunkers, etc.
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Transition to ml, starting with LLM
If not, start with Python's Natural Language Toolkit.
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Learning resources for NLP
Try https://www.nltk.org it runs you through the basics. The book is here
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Which programming language should I learn for NLP and computational linguistics?
In terms of programming languages, Python is a great first programming language. the learnpython subreddit has lots of good recommendations for resources to get started. Once you're comfortable with the language, NLTK would be a good place to start, and the docs have heaps of examples. Check it out https://www.nltk.org/
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Python for stock analysis?
The most popular library to do this is NLTK though I believe you can use some of the popular AI API services today as well. Bloomberg launched one.
unprompted
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Unprompted v10 Released: New faceswap features, GPEN support, Civitai shortcode and more! 😊
I'm pleased to announce the release of Unprompted v10.0.0, the Swiss Army knife extension for A1111. This is a major update that brings a number of new features and improvements, including:
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In the Automatic1111 Web UI, is it possible to get ADetailer working inside Deforum?
Unprompted: https://github.com/ThereforeGames/unprompted
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Creating a randomized crowd with various expression through txt2img with adetailer + dynamic prompt extension
you can get the same effect with unprompted zoom enhance feature. just paste this into the prompt field.
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Txt2mask now supports batch mode, plus many more new features!
It's been a while since my last Unprompted post, so I wanted to share some of the new things you can do with this extension. 🙂
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Where do the prompts come from?
Also if you're curious, check out the Unprompted extension's implementation of img2pez for a1111 in img2img. Basic gist is that it uses machine learning to examine the image and tries to find tokens that would likely produce that image. I've found it to be pretty far off the mark most the time, but the terms it gives you can actually be quite useful.
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Why isn't there a "Hand restore" option like Face Restore?
There's a feature in unprompted that does this.
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Dynamic Prompt wildcards not being random?
One thing to consider: there is an extension that will let you write some scripts as prompts, and it extends what you can do with wildcards. https://github.com/ThereforeGames/unprompted.git
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[Zoom Enhance] - 7.0 - 9.2 Either doesn't work at all; Doesn't stitch or Makes barely any changes; Desperate to FIX
Solution for 9.2.0: Use modified https://github.com/ThereforeGames/unprompted/issues/84 you posted. This made a stitch image in %TEMP% and had the modified image displayed in Auto1111 GUI. Only reason I am @ing is because if I had this issue on 9.2.0 I'm sure others are. I had to use FULL shortcode in wizard zoom enhance section; I had to use FULL shortcode in wizard zoom enhance section; [if batch_index=0][after][zoom_enhance show_original mask='face' replacement='[insert prompt]' mask_sort_method='left-to-right' upscale_method='Nearest Neighbor' downscale_method='Lanczos' blur_size=0.03 cfg_scale_min=3.0 denoising_max=0.65 mask_size_max=0.3 mask_method='clipseg' sharpen_amount=1.0 color_correct_method='none' color_correct_timing='pre' color_correct_strength=1.0 min_area=50.0 contour_padding=0.0 upscale_width=512.0 upscale_height=512.0 hires_size_max=1024.0][/after][/if]
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does SD do anything behind the scenes
It was a long time ago I used it but I think it takes some learning I would suggest reading the starter guide the short code relates to the extra detail but you need to learn how to write it I'm pretty sure there is a built in helper sorry I haven't used it extensively there must be a video guide on YouTube too there is for almost all of this ai stuff https://github.com/ThereforeGames/unprompted/blob/main/docs/GUIDE.md
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Unprompted Extension No longer Upscaling or Fixing Faces etc
And the updated extension here: https://github.com/ThereforeGames/unprompted
What are some alternatives?
spaCy - 💫 Industrial-strength Natural Language Processing (NLP) in Python
stable-diffusion-webui-promptgen - stable-diffusion-webui-promptgen
TextBlob - Simple, Pythonic, text processing--Sentiment analysis, part-of-speech tagging, noun phrase extraction, translation, and more.
sd-dynamic-prompts - A custom script for AUTOMATIC1111/stable-diffusion-webui to implement a tiny template language for random prompt generation
bert - TensorFlow code and pre-trained models for BERT
A1111-Web-UI-Installer - Complete installer for Automatic1111's infamous Stable Diffusion WebUI
Stanza - Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages
a1111-sd-webui-tagcomplete - Booru style tag autocompletion for AUTOMATIC1111's Stable Diffusion web UI
polyglot - Multilingual text (NLP) processing toolkit
ControlNet - Let us control diffusion models!
PyTorch-NLP - Basic Utilities for PyTorch Natural Language Processing (NLP)
sd-webui-controlnet - WebUI extension for ControlNet