picoGPT
glances
picoGPT | glances | |
---|---|---|
7 | 102 | |
3,081 | 25,153 | |
- | - | |
1.9 | 9.6 | |
about 1 year ago | 4 days ago | |
Python | Python | |
MIT License | GNU Lesser General Public License v3.0 only |
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
glances
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Homelab Adventures: Crafting a Personal Tech Playground
Glances
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Easily monitor your Server from anywhere
As is from their github repository.
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Pyenv – lets you easily switch between multiple versions of Python
If I pin a version of Python, isn't that going to wreck any tooling that depends on it? Unless you're saying have multiple versions of Python installed.
This is practically the only remaining annoyance I have with the Python ecosystem (relative imports aside). I use some tools, like Glances [0] whose formula relies on a much newer version (3.12) than the actual package requires (3.8) [1].
So when there's a Python update, all of those update as well. I thought I'd fixed this with pipx, but in a way that's worse, because the venvs it builds depend on a specific version of Python existing, which doesn't work well with brew always wanting to upgrade it.
I want a stable, system-level Python that I don't touch, don't add packages to, and which only exists as a dependency for anything that needs it. If an update would break a package I have installed (due to Python library deprecation, etc.), it should warn me before updating. Otherwise, I don't care, as long as any symlinks are taken care of.
Separately, I want a stable, user-level Python that I can do whatever I want to. Nothing updates it automatically. I can accomplish this by compiling Python and using `make altinstall`, but if there's a better way, I'd love to hear about it.
[0]: https://github.com/Homebrew/homebrew-core/blob/20e744191e74d...
[1]: https://github.com/nicolargo/glances
- Hard disk LEDs and noisy machines
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Glances for monitoring OPNsense
Wanting to get Glances installed on OPNsense for its integration into homepage.
- Any metrics dashboard out there for viewing power usage???
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Are there an alternative to htop that lets me see the total resource usage per app?
I don't try but maybe glance https://github.com/nicolargo/glances
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Dashboard with all container resource usage?
In the meantime Glances is a pretty good way to keep an eye on CPU and memory usage of all your containers. You can either run it as a lightweight docker image or as a native application on your host.
- [Docker] Surveillance du réseau de conteneurs Docker?
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[Docker] Docker -Container -Netzwerküberwachung?
Bearbeiten: Dies war, was ich war: [https://github.com/nicolargo/glances weise(https://github.com/nicolargo/glances)
What are some alternatives?
gpt4all - gpt4all: run open-source LLMs anywhere
bpytop - Linux/OSX/FreeBSD resource monitor
taskwarrior - Taskwarrior - Command line Task Management
btop - A monitor of resources
ctop - Top-like interface for container metrics
bashtop - Linux/OSX/FreeBSD resource monitor
Tensor-Puzzles - Solve puzzles. Improve your pytorch.
Netdata - The open-source observability platform everyone needs
exiftool - ExifTool meta information reader/writer
bottom - Yet another cross-platform graphical process/system monitor.
ddgr - :duck: DuckDuckGo from the terminal
homarr - Customizable browser's home page to interact with your homeserver's Docker containers (e.g. Sonarr/Radarr)