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Why Self-Hosted GLM-5.3 Needs 8 GPUs, Not 4, for Long Coding Sessions

 Towards AI

​ Revolut’s David Abitbol says GLM-5.3 fits on 4 GPUs but runs short of memory. The reason is in vLLM’s source: every GPU keeps a full copy of each chat’s memory, the KV cache. If you self-host GLM-5....

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Fine-Tuning Is Super, Super Hard. Even OpenAI Is Backing Away From It.

 Towards AI

Everyone pictures a CSV and a Train button. The real job is data, evals, GPU memory, a model you now have to babysit, and a base model with a shelf life of about three months. On Friday, 23 October 20...

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