mamba
PyInstaller
Our great sponsors
mamba | PyInstaller | |
---|---|---|
15 | 105 | |
9,307 | 11,271 | |
26.9% | 1.4% | |
8.3 | 9.6 | |
8 days ago | 10 days ago | |
Python | Python | |
Apache License 2.0 | GNU General Public License v3.0 or later |
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.
mamba
-
Based: Simple linear attention language models
> how the recall can grow unbounded with no tradeoff
this? https://github.com/state-spaces/mamba/issues/175
-
Mamba: The Easy Way
If you want to learn this stuff as a computer engineer, you can read the code here [0]. I find the math quite helpful.
[0]: https://github.com/state-spaces/mamba
- FLaNK Stack 05 Feb 2024
- Introduction to State Space Models (SSM)
-
Fortran inference code for the Mamba state space language model
This model was discussed recently: https://news.ycombinator.com/item?id=38522428 It's a new kind of ML model architecture that can be used instead of a transformer in LLMs.
See also the original repo from the paper: https://github.com/state-spaces/mamba
-
Mamba outperforms transformers "everywhere we tried"
[2] - https://github.com/state-spaces/mamba
Out of curiosity, does anyone feel as though there's any benefit to linking to reddit when we can link to whatever the link is? I for one do not click the link and read discussion on reddit - if I wanted that sort of discussion, I would browse there, not HN.
- GitHub – State-Spaces/Mamba
-
Generate valid JSON with Mamba models
The library is compatible with any auto-regressive model, not transformers. To prove our point we integrated Mamba, a new state-space model architecture, to the library. Try it out!
-
[D] Thoughts on Mamba?
I ran the NanoGPT of Karparthy replacing Self-Attention with Mamba on his TinyShakespeare Dataset and within 5 minutes it started spitting out the following:
-
Mamba-Chat: A Chat LLM based on State Space Models
You might have come across the paper Mamba paper in the last days, which was the first attempt at scaling up state space models to 2.8B parameters to work on language data.
PyInstaller
-
Python 3.12.1 Released
Not sure if fixed in this patch, but pyinstaller had an issue in 3.12.0 https://github.com/pyinstaller/pyinstaller/issues/7992
-
Why not tell people to “simply” use pyenv, poetry or anaconda
You are right. I think I've misremembered the module name - it was uwsgi, not uvicorn.
This is a github issue where I discussed my original issue with PyInstaller devs - the dev explained the situation very well: https://github.com/pyinstaller/pyinstaller/issues/6362
- Automations/Scripts should I let them have it after resign?
- Question: Modifying HTML in Rust
-
Shipping large ML models with electron
PyInstaller seemed like the most maintained and developed tool to freeze python script into an executable, so I went with it. As expected, the freezed interface with the model was gigabytes large, so I had to figure out how to squeeze this. Fortunately, Onnx worked wonders and packaged the model into an inference only state, so I could throw away the Pytorch and Torchtext dependencies when freezing with Pyinstaller.Now the size of the executable with the model was 43MB instead of 4GB.
-
.py to .msi
You might want to see Pyinstaller and auto_py_to_exe if you want a GUI interface.
-
How to make a GUI translator app with Python Tkinter
It uses the pyinstaller command behind and please read their docs if you want to know more details.
-
PROGRAMMING MAKES MY DAY
I also found another link on github that may have some solutions to try: https://github.com/pyinstaller/pyinstaller/issues/3600
-
importlib.metadata.PackageNotFoundError: No package metadata was found for djoser pyinstaller
I made a Django react app. Now I want to make it a desktop application so that the user does not have type python manage.py runserver and also activate the environment every time. I used pyinstaller. I did all the steps mentioned for django
-
PassGen | Password generator/manager.
First, instead of creating a VM for windows, you may need to use a software called Wine mentioned in the pyinstaller FAQs
What are some alternatives?
miniforge - A conda-forge distribution.
Nuitka - Nuitka is a Python compiler written in Python. It's fully compatible with Python 2.6, 2.7, 3.4, 3.5, 3.6, 3.7, 3.8, 3.9, 3.10, and 3.11. You feed it your Python app, it does a lot of clever things, and spits out an executable or extension module.
pip - The Python package installer
PyOxidizer - A modern Python application packaging and distribution tool
llm.f90 - LLM inference in Fortran
py2exe - modified py2exe to support unicode paths
conda - A system-level, binary package and environment manager running on all major operating systems and platforms.
py2app
mamba-chat - Mamba-Chat: A chat LLM based on the state-space model architecture 🐍
pyarmor - A tool used to obfuscate python scripts, bind obfuscated scripts to fixed machine or expire obfuscated scripts.
spack - A flexible package manager that supports multiple versions, configurations, platforms, and compilers.
pynsist - Build Windows installers for Python applications