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Faster checkpoints, less GPU idle time.
Our collaboration with Google Cloud brings GCSFS and Rapid buckets to PyTorch Lightning, cutting checkpoint write times by up to 95%.
Full breakdown and how to try it →
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🚀 CHECKPOINT: GLM-5.3-Flash live on 2x DGX Spark.
⚡️ NVFP4, 262K context / 507,041 KV POOL TP2
🛠️ My First working Spark deploy
🔬 fp8 KV for NoPE-MLA on Blackwell
📈 43.4 tok/s peak, MTP4 climbing
Serving now, tuning ongoing. Recipe:
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Three checkpoints. One consumer story. 👀
Next week gives us a clearer read on how strong the consumer really is.
Still spending, or pulling back?
XRP Army checkpoint 🪖
XRP may be down today, but it's up ~14% over the last 7 days.
Are you holding the line?
Gemini 4 Pro checkpoints have finally started appearing internally a few days ago.
This is the first ever output from the model, internally codenamed "argon". It took 2.4 minutes on High thinking effort.
It has a 256k token "output limit", compared to 64k in previous Gemini models. I also heard it will ship with a 2M context window, tho it's still not decided if they'll do it.
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Six Ebola checkpoints in northeastern Democratic Republic of Congo stopped reporting last month because the people staffing them hadn’t been paid
Replit Designathon - Final Checkpoint Live
🇪🇸Despite a police checkpoint, Moroccan migrants continue entering the Spanish autonomous city of Ceuta, walking past officers in full view.
