cpdomina
Joined 15 years ago
Karma
65
Submissions
35
Member since
Feb 3
http://www.cpdomina.net
View on Hacker NewsRecent submissions
Comment · 2 months ago
what I implied is that in 2024 a lot was written about RAG, LLMs were trained on it, and that explains your gpt-4o-mini reference. the argument is that the article is ai slop, and that point is totally unrelated to name dropping fortune 500s references
Comment · 2 months ago
the biggest giveway is actually not the writing style, but the content
"using GPT-4o-mini for query rewriting" -> model from 2024, when RAG was trendy, and all the langchain, llama-index, etc, docs mentioned this specific model
Comment · 3 months ago
cool! you might be interested in graphchi (2012), also designed to do large scale graph operations on a single machine
Comment · 4 months ago
there was a project trying to achieve some of those goals a few years ago using p2p: petals https://github.com/bigscience-workshop/petals
their bloom model was also a collaborative effort https://huggingface.co/docs/transformers/en/model_doc/bloom
Comment · 10 months ago
AI agents are still a pretty big topic in crypto, a lot of projects doing what you described. did you try https://github.com/ccxt/ccxt
Comment · 2 years ago
Semantic Web is now revived into its new marketing incarnation, called Knowledge Graphs. There's actually a lot of work on building KGs with LLMs, specially in the RAG space e.g., Microsoft's GraphRag and llama_index's KnowledgeGraphIndex
Comment · 2 years ago
For MIDI:
https://github.com/Music-and-Culture-Technology-Lab/omnizart and https://basicpitch.spotify.com/
They work better if you apply some source separation before (e.g, https://github.com/sigsep/open-unmix-pytorch, https://github.com/facebookresearch/demucs, or https://mvsep.com)
Still, I think the best results are from proprietary models (specifically https://www.ableton.com/en/manual/converting-audio-to-midi/ and https://www.celemony.com/en/melodyne/what-is-melodyne)
Comment · 3 years ago
To train small gpt-like models, there's also aitextgen: https://github.com/minimaxir/aitextgen
Comment · 3 years ago
You can call any of the huggingface models [1] using their API [2]. A few examples:
- https://huggingface.co/EleutherAI/gpt-j-6B
- https://huggingface.co/t5-base
- https://huggingface.co/facebook/opt-66b
- https://huggingface.co/bigscience/bloomz-3b
There are also other companies offering large models as a service:
Comment · 4 years ago
Indeed. He managed to disrupt another industry, this time the fabric of space and time! What a time to be alive.
Comment · 4 years ago
Ableton Live has a Audio to Midi [1] feature that works pretty well to extract notes from audio. Melodyne [2] is a very powerful tool to mess around with notes in general.
There's also some open source projects out there, such as aubio [3] and Omnizart [4].
[1] https://www.ableton.com/en/manual/converting-audio-to-midi/
[2] https://www.celemony.com/en/melodyne/what-is-melodyne
[3] https://aubio.readthedocs.io/en/latest/cli.html#aubionotes
[4] https://music-and-culture-technology-lab.github.io/omnizart-...
Comment · 4 years ago