picoGPT
bpytop
picoGPT | bpytop | |
---|---|---|
7 | 74 | |
3,081 | 9,874 | |
- | - | |
1.9 | 0.0 | |
about 1 year ago | 2 months ago | |
Python | Python | |
MIT License | Apache License 2.0 |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
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
bpytop
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Free Tech Tools and Resources - Resource Monitor, Prompt Generator, Security Training & More
Bpytop is a resource monitoring tool designed for Linux, OSX, and FreeBSD systems. Offers a convenient window on CPU usage, memory consumption, disk and network activity, and running processes. Kindly suggested by PalmPilot_IIIx.
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Are there an alternative to htop that lets me see the total resource usage per app?
https://github.com/aristocratos/bpytop https://github.com/aristocratos/btop
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Top Productivity CLI Tools I Use on Linux
Bpytop is a powerful and visually appealing resource monitor for the command-line interface. You can find the bpytop project on GitHub. The repository provides detailed information about bpytop, including installation instructions, usage examples, and documentation.
- FLaNK Stack Weekly 3 April 2023
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For the sake of science - Benchmark results for Plex with Quadro P2000 - 4K
It’s Bpytop
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Let's Destroy a Linux System
Monitor system resources usage: This can be done by using a tool top, ps, htop or bpytop. These tools let you introspect the processes running on a Linux system and the resources they're consuming.
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Cleaned up the rack.. A lot used to be on top of it..
htop is powerful, but considered old-school, the cool kids use glances, netdata or bpytop now.
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BPYTOP - a fun HTOP alternative :-)
Check out btop. It’s a rewrite of bpytop in C++. Both are from the same author. FYI, bpytop is also a rewrite of bashtop in python.
- TIL: You can view CPU frequency and temperature in htop
- after a lot of trouble is finally working with everything I need, and this is also my first rice (bspwm & polybar)
What are some alternatives?
gpt4all - gpt4all: run open-source LLMs anywhere
btop - A monitor of resources
glances - Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems.
bashtop - Linux/OSX/FreeBSD resource monitor
taskwarrior - Taskwarrior - Command line Task Management
htop - htop - an interactive process viewer
ctop - Top-like interface for container metrics
Tensor-Puzzles - Solve puzzles. Improve your pytorch.
gotop - A terminal based graphical activity monitor inspired by gtop and vtop
exiftool - ExifTool meta information reader/writer
awesome-alternatives-in-rust - A curated list of replacements for existing software written in Rust