picoGPT
exiftool
picoGPT | exiftool | |
---|---|---|
7 | 249 | |
3,081 | 2,886 | |
- | 3.7% | |
1.9 | 7.0 | |
about 1 year ago | 23 days ago | |
Python | Perl | |
MIT License | GNU 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
-
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)
-
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
-
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.
-
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
exiftool
-
Ask HN: Best to store, index and categorize audio recordings
If you're doing a pipelined bulk processing pass to add metadata tags after extracting them via Speech to text, or have delimited notes in a text file, or ... etc.
You might find ExifTool useful.
It's pure commandline (with a few third party GUI's IIRC) multiplatform and purpose built to display, edit, add media tags to all sorts of AV files.
https://exiftool.org/
-
Cleaning up my 200GB iCloud with some JavaScript
> Any method that I've found to clean them up (exporting the originals, deleting them from the library, and then re-importing the JPEGs only seems easiest) will lose all of the years of metadata that I've built up in the library.
The open source tool osxphotos (https://github.com/RhetTbull/osxphotos) can help with this. You can export the JPEG images while preserving metadata using the thrid-party exiftool utility:
`osxphotos export /path/to/export --has-raw --skip-raw --exiftool`
This exports all images that have a raw pair but skips the raw component then uses exiftool (https://exiftool.org/) to write the metadata (keywords, etc.) to the exported JPEG files. You can then re-import these into photos either by dragging them or by running `osxphotos import /path/to/export/*`
Both the export and import commands have many other options for controlling export directory, etc. `osxphotos help export` or `osxphotos docs` to open docs in browser. (Disclaimer: I'm the author of osxphotos)
-
Is there a way to remove metadata from an image file?
Check out exiftool.org
- EXIF Data from Cloud Stock Photo Used for Production of Satellite Video
-
Locationator: Access Apple's Reverse Geocoding service from the command line, Services menu
Locationator also comes with an optional CLI that can be used to perform reverse geocoding on images from the command line or perform the reverse geocoding and then write the location data to the file's XMP metadata using exiftool. It also comes with two services for doing the same from the Finder or other apps using the Services menu.
-
Modifying "Media Creation Date" metadata in .m4v files?
Edit: Nevermind, I got it. I used PyExifTool and installed exiftool from exiftool.org.
- Exploring EXIF
-
Canon PowerShot S95
May not work as not all camera store the serial number in the EXIF, but if you've got exiftool installed you can try running:
-
JPEG XL: How It Started, How It’s Going
I think TIFF has some unique features that makes it more prone to certain security issues[1] compared to other formats, such as storing absolute file offsets instead of relative offsets. So I am not sure TIFF is a good container format, but many camera raws are TIFF-based for some reason.[2]
[1] https://cve.mitre.org/cgi-bin/cvekey.cgi?keyword=libtiff
[2] https://exiftool.org/#supported (search for "TIFF-based")
-
How to keep file creation dates intact when importing to DSM?
I have struggled with this in the past, and I found the utility called exiftool quite useful.
What are some alternatives?
gpt4all - gpt4all: run open-source LLMs anywhere
exiv2 - Image metadata library and tools
glances - Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems.
jExifToolGUI - jExifToolGUI is a multi-platform java/Swing graphical frontend for the excellent command-line ExifTool application by Phil Harvey
taskwarrior - Taskwarrior - Command line Task Management
exifcleaner - Cross-platform desktop GUI app to clean image metadata
ctop - Top-like interface for container metrics
HomeBrew - 🍺 The missing package manager for macOS (or Linux)
Tensor-Puzzles - Solve puzzles. Improve your pytorch.
FFmpeg - Mirror of https://git.ffmpeg.org/ffmpeg.git
ddgr - :duck: DuckDuckGo from the terminal
DiffusionToolkit - Metadata-indexer and Viewer for AI-generated images