picoGPT
zoxide
picoGPT | zoxide | |
---|---|---|
7 | 100 | |
3,081 | 18,967 | |
- | - | |
1.9 | 8.1 | |
about 1 year ago | 11 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
zoxide
- Say good bye to cd and hello Zoxide - the better and smarter cd command
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You might want to replace cd command with Zoxide 🎉 — a smarter and trainable cd alternative 🗂️
Head over to ajeetdsouza/zoxide and install it now! It's innovative, free, and flexible!
- A smarter CD command. Supports all major shells
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Z – Jump Around
I use this Rust clone which works great, no complaints: https://github.com/ajeetdsouza/zoxide
Although, I don't know what the difference is, other than the language of choice.
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Cdpath: Easily Navigate Directories in the Terminal
I use https://github.com/ajeetdsouza/zoxide, which is inspired by z and autojump.
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Ask HN: Share a shell script you like
Zoxide is basically the 'Rust Rewrite' version of the 'Z' tool and is actively maintained, I haven't had any issues with it: https://github.com/ajeetdsouza/zoxide
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env::set_current_dir() -- is either not functioning as intended or I'm just messing something up
Indeed, utilities like zoxide which operate primarily as a cd replacement don't attempt to change directories via rust code - they create a shell alias that ultimately invokes a shell builtin to do it.
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Everything I Installed on My New Mac
I also still use zoxide for navigating directories. It's a smarter cd command that learns your habits and makes navigating directories a breeze.
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Top Productivity CLI Tools I Use on Linux
4. Zoxide
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How to achieve the function of the Mac app Hookmark in the terminal?
Not sure what you mean by bookmarks, but I use zoxide to quickly jump to frequently used folders.
What are some alternatives?
gpt4all - gpt4all: run open-source LLMs anywhere
autojump - A cd command that learns - easily navigate directories from the command line
glances - Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems.
z - z - jump around
taskwarrior - Taskwarrior - Command line Task Management
zsh-z - Jump quickly to directories that you have visited "frecently." A native Zsh port of z.sh with added features.
ctop - Top-like interface for container metrics
fasd - Command-line productivity booster, offers quick access to files and directories, inspired by autojump, z and v.
Tensor-Puzzles - Solve puzzles. Improve your pytorch.
z.lua - :zap: A new cd command that helps you navigate faster by learning your habits.
exiftool - ExifTool meta information reader/writer
fzf - :cherry_blossom: A command-line fuzzy finder