picoGPT
dua-cli
picoGPT | dua-cli | |
---|---|---|
7 | 27 | |
3,081 | 3,537 | |
- | - | |
1.9 | 9.2 | |
about 1 year ago | 17 days ago | |
Python | Rust | |
MIT License | MIT License |
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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
dua-cli
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Clean mount lists in Linux
Also `dua`[0] is a great `du` replacement which is must faster on modern NVMe drives. Also has an interactive mode `dua i` which I'd frame as a `ncdu` replacement.
[0] https://github.com/Byron/dua-cli
- FLaNK Stack Weekly 3 April 2023
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Erdtree v1.4.1 - the love child of `tree` and `du`, now with support for a configuration file to override defaults and more
Yeah erdtree won't scratch that itch if you prefer interactive apps. I personally wanted something to just give me quick visual info without spawning an entire terminal UI and learning its quirks. But if you're an ncdu person and are in the mood for a modern alternative I'd recommend checking out Dua
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erdtree v1.2.0, a modern multi-threaded alternative to `du` and `tree` now with support for globbing, icons, and more
Thank you! And totally understandable. erdtree won't scratch that itch for folks who have a penchant for interactive terminal apps. As I mentioned in another thread I've gotten a lot of mileage out of the original tree program so I wanted to keep the spirit of the thing. If you want a more modern version of ncdu perhaps you might like dua!
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what was the command that let you browse directories in terminal, also with file sizes shown
Can also try https://github.com/Byron/dua-cli
- Dua-CLI: View disk space usage and delete unwanted data, fast
- Ncdu – NCurses Disk Usage
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I wrote a "12 favourite terminal tools" list-article, what did I left out that should be absolutely included?
Another one I used for years until I found dua-cli. It can be run as a TUI with dua -i for a ncdu like interface.
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Command Line file managers that show other drives/locations?
dua - Tool written in Rust with interface similar to gdu (and ncdu)
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What CLI tool will blow your mind? (written in rust)
Dua was really useful for me https://github.com/Byron/dua-cli
What are some alternatives?
gpt4all - gpt4all: run open-source LLMs anywhere
ncdu - inofficial fork of "NCurses Disk Usage"
glances - Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems.
dust - A more intuitive version of du in rust
taskwarrior - Taskwarrior - Command line Task Management
fff - 📁 A simple file manager written in bash.
ctop - Top-like interface for container metrics
exa - A modern replacement for ‘ls’.
Tensor-Puzzles - Solve puzzles. Improve your pytorch.
btop - A monitor of resources
exiftool - ExifTool meta information reader/writer
vifm - Vifm is a file manager with curses interface, which provides Vim-like environment for managing objects within file systems, extended with some useful ideas from mutt.