Amit Chaudhary
amitness.com
Amit Chaudhary
@amitness.com
ai engineer | blog: amitness.com

past: cogsci, low-res nlp, multimodality
Wrote a package for the gpu-poor/mac-poor to run ollama via remote servers (paid, colab, kaggle etc.)

Just 2 lines and your local ollama can run all models on server-side GPU:

> pip install ollama-remote
> ollama-remote

github.com/amitness/oll...
February 16, 2025 at 10:24 AM
Wrote up a deep-dive on how @tool decorators in various Agent frameworks leverage python runtime introspection for function to JSON schema conversion.

amitness.com/posts/functi...
Introspection for Function Calling
Learn runtime introspection in Python to convert functions into JSON schema for function calling with LLMs
amitness.com
February 15, 2025 at 5:45 PM
Wrote a literature review on various automated evals for measuring linguistic diversity in LLM generated synthetic data.

Useful to systematically test impact of various techniques on diversity

amitness.com/posts/divers...
Evals for Diversity in Synthetic Data
An overview of evaluation metrics for measuring linguistic diversity in LLM-generated synthetic data
amitness.com
February 9, 2025 at 1:58 PM
Wrote down the process to build your own custom feeds for Bluesky programmatically in Python and run it 100% free

Uses @skyfeed.app + @github.com actions to do periodic filtering and re-ranking and @cloudflare.social static pages to provide data to @bsky.app
Zero-Cost Custom Feeds on Bluesky
A simple stack for generating custom feeds for Bluesky programmatically without a backend server
amitness.com
December 1, 2024 at 2:43 PM
Built a custom feed that shows latest arxiv+acl papers that belong to AI/ML/NLP/Computer vision categories. No bots/random papers belonging to other fields now.

bsky.app/profile/amit...

Generated in python but runs 100% free without a server; I'll do a write-up soon
github.com/amitness/blu...
November 27, 2024 at 8:28 AM
Reposted by Amit Chaudhary
Bookmark labeler/feed! Unlike the pin feed where you have to comment 📌 to save a post, this alternative is completely private!

Subscribe to both the labeler and feed here. Report a post to the label to add to the feed! Report again to remove!

bsky.app/profile/book...
November 17, 2024 at 7:29 PM
Reposted by Amit Chaudhary
Want to use bluesky replies as your blog’s comment section?

`npm install bluesky-comments`

Built by @coryzue.com
So cool! I just used this to add comments to my site and published an npm package to make it easy for anyone else to do it:

www.coryzue.com/writing/blue...
Adding Bluesky-powered comments to any website in five minutes
Long live the open web!
www.coryzue.com
November 25, 2024 at 10:32 PM
Added bluesky to quarto blog. For any @quarto.org users, you can do it via:
1. Save this svg into `images/bluesky.svg`
2. Replace currentColor in 3. Add this yaml code to _quarto.yml
November 20, 2024 at 12:40 PM
Reposted by Amit Chaudhary
This Bluesky follow finder is super neat. It finds folks you don’t follow who follow folks you follow. So it helps fill in your network. It’s the type of cool stuff enabled by an open ecosystem. bsky-follow-finder.theo.io
Bluesky Network Analyzer
Find accounts that you don't follow (yet) but are followed by lots of accounts that you do follow.
bsky-follow-finder.theo.io
November 16, 2024 at 12:51 PM
Reposted by Amit Chaudhary
How am I making these amazing posts with links in them?

That’s the Ouranos web client, made by @pouriade.com — which now supports self-hosted PDS logins!

Plus: add out of band tags, search replies in long threads, search other posts discussing a link, and more.
November 16, 2024 at 6:56 AM