minGPT
mapscii
minGPT | mapscii | |
---|---|---|
35 | 17 | |
19,037 | 6,867 | |
- | - | |
0.0 | 0.0 | |
23 days ago | about 1 year ago | |
Python | JavaScript | |
MIT License | MIT License |
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minGPT
- FLaNK AI Weekly for 29 April 2024
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Ask HN: Daily practices for building AI/ML skills?
minGPT (Karpathy): https://github.com/karpathy/minGPT
Next, some foundational textbooks for general ML and deep learning:
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[D] What are some examples of being clever with batching for training efficiency?
Language Model novice here. I was going through the README section of minGPT and read this line.
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LLM Visualization: 3D interactive model of a GPT-style LLM network running inference.
The first network displayed with working weights is a tiny such network, which sorts a small list of the letters A, B, and C. This is the demo example model from Andrej Karpathy's minGPT implementation.
- LLM Visualization
- Learn Machine Learning
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Facebook Prophet: library for generating forecasts from any time series data
Tried it once. Its promise is to take the dataset's seasonal trend into account, which makes sense for Facebook's original use case.
We ran it on such a dataset and found out that directly using https://github.com/karpathy/minGPT consistently gives a better result. So we ended up using the output of Prophet as an input feature to a neural network, but the result was not improved in any significant way.
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Tokenization of numerical series
Sure, im trying to regenerate a bunch of complex numbers based on their absolute value. So im trying to embed these absolute values and then using gpt model(probably mini gpt) try to recover the original comples numbers. There is a certain connection between these complex numbers and their order which im not capable of explaining yet. Im hoping the model would be capable of recognizing certain sequences of these absolute values and match them with the desired complex counterparts (by training the model).
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Anyone know of any articles on training a LLM from scratch on a single GPU?
minGPT (https://github.com/karpathy/minGPT)
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Understanding LLMs(to the best of our knowledge)
Check out minGPT and nanoGPT from Karpathy, he puts out some of the best machine learning tutorials and teaching content.
mapscii
- FLaNK AI Weekly for 29 April 2024
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Show HN: MapSCII – The Whole World in Your Console
Based on https://github.com/rastapasta/mapscii, jI ust found this today. Maybe today I am one of the lucky ten thousand(https://xkcd.com/1053/).
- MapSCII – ASCII world map renderer for your console – enter => telnet mapscii.me
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I made an ascii art weather radar. Would love some collaborators.
Have you seen the mapscii project? Might be helpful to reach out: https://github.com/rastapasta/mapscii
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Earth Map in a MUD
FWIW - https://github.com/rastapasta/mapscii
- Ancient Egypt ASCII Map
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Writing a Google Maps clone, in the terminal
You could probably get some ideas from this.
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Yes, this thing exists and works better than google maps
See this issue on github
- Does anyone have a useful map for the terminal?
- Charm – tools to make the command line glamorous
What are some alternatives?
nanoGPT - The simplest, fastest repository for training/finetuning medium-sized GPTs.
rich - Rich is a Python library for rich text and beautiful formatting in the terminal.
gpt-2 - Code for the paper "Language Models are Unsupervised Multitask Learners"
OsmAnd - OsmAnd
simpletransformers - Transformers for Information Retrieval, Text Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conversational AI
charm - The Charm Tool and Library 🌟
Pytorch-Simple-Transformer - A simple transformer implementation without difficult syntax and extra bells and whistles.
console-image-browser - Console Image Browser (cib) - An interactive wrapper for viewing images in the terminal
nn-zero-to-hero - Neural Networks: Zero to Hero
chat - A telnet chat server
huggingface_hub - The official Python client for the Huggingface Hub.
TerminalImageViewer - Small C++ program to display images in a (modern) terminal using RGBÂ ANSI codes and unicode block graphics characters