picoGPT
cointop
picoGPT | cointop | |
---|---|---|
7 | 7 | |
3,081 | 3,762 | |
- | - | |
1.9 | 0.0 | |
about 1 year ago | 8 months ago | |
Python | Go | |
MIT License | Apache License 2.0 |
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picoGPT
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Understanding Automatic Differentiation in 30 lines of Python
In that case, you might also enjoy https://jaykmody.com/blog/gpt-from-scratch/
(here's the raw code: https://github.com/jaymody/picoGPT/blob/main/gpt2.py)
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Transformers from Scratch
I wrote a minimal implementation in NumPy here (the forward pass code is only 40 lines): https://github.com/jaymody/picoGPT
Although this is for a decoder-only transformer (aka GPT) and doesnt include the encoder part.
- FLaNK Stack Weekly 3 April 2023
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GPT-4 Says an Open-Source Chatbot Vicuna Reaches 90% ChatGPT Quality
Take a look at https://github.com/jaymody/picoGPT/blob/a750c145ba4d09d57648...
Yes, this is GPT-2 not 4 and it‘s not the Chat, only the model and it‘s basically only the inference part, not the training loop and it‘s somewhat simplified.
Still, take a good look.
That‘s essentially what it is and a single sheet of paper.
There is nothing specifically about language in „language model“, we just call it that. Better to call it just LLM.
Nobody knows exactly what it learns, although there would be ways to poke around given some research programs. But it seems like the interest in that is limited currently, everyone is busy with improving it or with applications.
Perhaps the answer is that we overestimated what a mind is. It‘s like we used to ask what life is and it turned out that there is nothing special about life, not even the DNA is controlling anything. It‘s merely a chemical process, even though a complex process.
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u/functor7 explains why AIs like ChatGPT do not "understand" their subject
(The hardest part was just designing a math function that has the capability of getting good at this game, but when all is said and done, it need not be a whole lot of code).
- PicoGPT: An unnecessarily tiny implementation of GPT-2 in NumPy
- picoGPT: An unnecessarily tiny implementation of GPT-2 in NumPy
cointop
- Ask HN: Interesting TUIs (text user interfaces), maybe forgotten ones?
- FLaNK Stack Weekly 3 April 2023
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Monitor cryptocurrency stats from your terminal
Link: https://github.com/cointop-sh/cointop
- cointop
- "cryptop" type text mode app but uses coingecko?
- Cryptocurrency tracker written in Go
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Need help finding an app to track crypto prices
I don't own any cryptocurrencies but I find it fun to observe. try using Cointop, it's a command-line tool that works really well.
What are some alternatives?
gpt4all - gpt4all: run open-source LLMs anywhere
kaspad - Kaspad is the reference full node Kaspa implementation written in Go (golang).
glances - Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems.
elvish - Powerful scripting language & Versatile interactive shell
taskwarrior - Taskwarrior - Command line Task Management
skelp - A command-line tool for generating skeleton projects
ctop - Top-like interface for container metrics
frep - Generate file using template from environment, arguments, json/yaml/toml config files
Tensor-Puzzles - Solve puzzles. Improve your pytorch.
termbox-go - Pure Go termbox implementation
exiftool - ExifTool meta information reader/writer
Sitemap Generator - Depth controllable Web scraper and Sitemap Generator in Go