Unverified50% confidenceDecision RuleExact time
Serving this model without further quantization while filling a substantial context requires an 80GB card (a single H100 or H200).
1
Sources
50%
Confidence
Long-term
Relevance
8/31/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedEven after quantization, 70B-level models often require more than 40 GB of VRAM or a multi-GPU configuration.80% similarUnverifiedA single H100 has a VRAM capacity of 80 GB.79% similarUnverifiedThe KV Cache of a 70B-parameter model with 128K context support can require hundreds of gigabytes of VRAM at full load, exceeding the 80GB VRAM capacity of a single H100.77% similarUnverifiedFor small teams with a few professional-grade GPUs (such as A100 80GB or H100), a 270GB model has entered the range of operability.73% similar
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