saturate
saturate is Batch inference for datasets: rows in, any OpenAI-compatible endpoint, resumable parquet out. Congestion-aware concurrency — no tuning. - davanstrien/saturate. It is ranked #997 on the AI Radar, in AI infra & evals, first seen 3 days ago and shared in 1 post (15.3k views).
GitHub - davanstrien/saturate: Batch inference for datasets: rows in, any OpenAI-compatible endpoint, resumable parquet out. Congestion-aware concurrency — no tuning. · GitHub Skip to content Navigation Menu Sign in Search / Sign in Sign up Appearance settings You signed in with another tab or window. Reload to refresh your session. You signed out in another tab or window. Reload to refresh your session. You switched accounts on another tab or window. Reload to refresh your session. Dismiss alert {{ message }} Repository navigation saturate Public Notifications You must be signed in to change notification settings Fork 1 ( 1 ) Star 8 ( 8 )…
What people said about saturate on X
I re-OCR'd 14,483 pages of fossil fuel industry documents using Saturate. One GPU + $1.47. 8.9 pages/s once running via @huggingface Jobs. Saturate is a library I've been working on for running models over a dataset or bucket against any OpenAI-compatible endpoint/inference engine. I didn't tune concurrency; saturate…
— @vanstriendaniel, 3 days ago · 124 likes · see the post
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saturate in numbers
- Rank on the AI Radar: #997 of 10402
- Shared in 1 post by 1 account: @vanstriendaniel
- 15.3k views on those posts
- First seen 3 days ago, last shared 3 days ago
- Pricing seen by AGK Intelligence: open source
- Market: AI infra & evals
FAQ
What is saturate?
Batch inference for datasets: rows in, any OpenAI-compatible endpoint, resumable parquet out. Congestion-aware concurrency — no tuning. - davanstrien/saturate It was first shared on X 3 days ago and is ranked #997 on the AI Radar.
Is saturate free?
It is open source.
Who shared saturate?
1 account on X, including @vanstriendaniel, in 1 post totalling 15.3k views.
Every post is read and classified by AGK Intelligence: what it is, which market it belongs to, and whether the link is a real tool. 65.6k posts from 5k X accounts over the last 14 days, 10.4k tools, 19 markets. New posts are collected several times an hour and the full ranking is recomputed every hour — last update 2026-11-06 15:10 UTC. Full method.