picoGPT
aria2
picoGPT | aria2 | |
---|---|---|
7 | 114 | |
3,081 | 33,708 | |
- | 1.2% | |
1.9 | 7.5 | |
about 1 year ago | 8 days ago | |
Python | C++ | |
MIT License | GNU General Public License v3.0 only |
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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
aria2
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Bypass download limits?
For sites with limited download speeds I usually use aria2 (via terminal) since it supports segmented/multi connection downloading. But I guess this wouldn't work with 1fichier, since with these sites you usually don't get direct link to the file and/or sites like these limit the number of parallel connections. I also used it for torrents for a while, but I wouldn't recommend doing this anymore.
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A few tips for the newcomers on this sub !
Concurrent downloadsAble to preserve the original treeClient/Server modeCLITUIGUIWeb UIBrowser pluginwgetNYNY??Y?wget2YYNY????aria2YNYYY?Y?rcloneYYNY??Y?IDMYNNNNYNNJDownloader2YNYNNYNN
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The curl-wget Venn diagram
Aria2c currently looks unmaintained https://github.com/aria2/aria2/pulse
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I created a script to start or stop an Aria2 downloader daemon.
Aria2 Repo
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(i know its a bit of topc but r/torrents is now private so...) How can I convert direct links into torrents?
Try a download utility like aria2c it's on GitHub. It's a command line utility but it makes using direct downloads less painful by caching downloads and starting where you leave it off. https://github.com/aria2/aria2 Download it from the releases page
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How you can download kick vods
You'll need two pieces of software: yt-dlp and aria2. These are tools that help you download videos from the internet. Once downloaded, place them both in the same folder on your computer.
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Why do people exclusively use torrents instead of DDL?
if you must use DDLs, and I've never had to, use aria2 and use the following
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Zelda TOTK discussion megathread
https://github.com/aria2/aria2/releases/tag/release-1.36.0 and run "aria2c.exe -x 16 -s 16 https://pixeldrain.com/api/file/8ppyvrWb?download" in cmd or wait for mirrors
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What actually gets you in trouble with torrenting? Downloading or seeding?
You could try a tool like https://aria2.github.io
- Advanced Linux Programming
What are some alternatives?
gpt4all - gpt4all: run open-source LLMs anywhere
yt-dlp - A feature-rich command-line audio/video downloader
glances - Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems.
axel - Lightweight CLI download accelerator
taskwarrior - Taskwarrior - Command line Task Management
reverse-proxy-confs - These confs are pulled into our SWAG image: https://github.com/linuxserver/docker-swag
ctop - Top-like interface for container metrics
libcurl - A command line tool and library for transferring data with URL syntax, supporting DICT, FILE, FTP, FTPS, GOPHER, GOPHERS, HTTP, HTTPS, IMAP, IMAPS, LDAP, LDAPS, MQTT, POP3, POP3S, RTMP, RTMPS, RTSP, SCP, SFTP, SMB, SMBS, SMTP, SMTPS, TELNET, TFTP, WS and WSS. libcurl offers a myriad of powerful features
Tensor-Puzzles - Solve puzzles. Improve your pytorch.
rclone - "rsync for cloud storage" - Google Drive, S3, Dropbox, Backblaze B2, One Drive, Swift, Hubic, Wasabi, Google Cloud Storage, Azure Blob, Azure Files, Yandex Files
exiftool - ExifTool meta information reader/writer
Transmission - Official Transmission BitTorrent client repository