picoGPT
tmate
picoGPT | tmate | |
---|---|---|
7 | 38 | |
3,081 | 5,523 | |
- | 0.7% | |
1.9 | 0.0 | |
about 1 year ago | 7 months ago | |
Python | C | |
MIT License | GNU General Public License v3.0 or later |
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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
tmate
- Tmate: Instant Terminal Sharing
- Tmate - Sharing terminal made easy.
- FLaNK Stack Weekly 3 April 2023
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What is the tool that allow you to share ssh session quickly, generating a unique id, using an online service under the hood?
$ apt-cache show tmate [...] Homepage: http://tmate.io/ Description-en: terminal multiplexer with instant terminal sharing tmate provides an instant pairing solution, allowing you to share a terminal with one or several teammates. Together with a voice call, it's almost like pairing in person. The terminal sharing works by using SSH connections to backend servers maintained by tmate upstream developers; teammates need to be given a randomly-generated token to be able to join a session. . tmate is a modified version of tmux, and uses the same configurations such as keybindings, color schemes etc.
- ttyd - Share your terminal over the web
- Show HN: Quick tunnels to localhost with one command and no binary download
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I’d Live Share collaboration impossible?
Checkout https://tmate.io/
- Tmate – Connect Through the Nat
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Displaying neovim session in browser
https://tmate.io/ works for this scenario, even though it can create some issues with truecolor.
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Using SSH between two personal computers?
That exactly what tmate is made for
What are some alternatives?
gpt4all - gpt4all: run open-source LLMs anywhere
Sshwifty - Web SSH & Telnet (WebSSH & WebTelnet client) 🔮
glances - Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems.
vim-dadbod-ui - Simple UI for https://github.com/tpope/vim-dadbod
taskwarrior - Taskwarrior - Command line Task Management
tty-share - Share your linux or osx terminal over the Internet.
ctop - Top-like interface for container metrics
termpair - View and control terminals from your browser with end-to-end encryption 🔒
Tensor-Puzzles - Solve puzzles. Improve your pytorch.
asciinema - Platform for hosting and sharing terminal session recordings
exiftool - ExifTool meta information reader/writer
Neko - A self hosted virtual browser (rabb.it clone) that runs in docker.