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Ann
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Reposted by Ann
Amazon S3 just grew "append"! It's only available for the more expensive, lower latency S3 Express One Zone bucket class but you can now append data to an object up to 10,000 times - previously you could only atomically replace a whole object with an updated version simonwillison.net/2024/Nov/22/...
Amazon S3 Express One Zone now supports the ability to append data to an object
This is a first for Amazon S3: it is now possible to append data to an existing object in a bucket, where previously the only supported operation was to atomically …
simonwillison.net
November 22, 2024 at 4:47 AM
Reposted by Ann
Observers: A Lightweight SDK for AI Observability

TLDR;
- Track and record interactions with AI models
- Store observations in multiple backends @huggingface.bsky.social, @duckdb.org or Argilla
- Query and analyse your AI interactions with ease

GitHub:
github.com/cfahlgren1/o...
November 21, 2024 at 10:29 AM
Reposted by Ann
When XetHub joined Hugging Face, we brainstormed how to share our tech with the community.

The magic? Versioning chunks, not files, giving rise to:

🧠 Smarter storage
⏩ Faster uploads
🚀 Efficient downloads

Curious? Read the blog and let us know how it could help your workflows!
From Files to Chunks: Improving HF Storage Efficiency
We’re on a journey to advance and democratize artificial intelligence through open source and open science.
huggingface.co
November 20, 2024 at 6:51 PM