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inclusionAI/Ling-3.1-flash

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572.1B params · 32,768 Context

PrecisionNeedsCheapest that fits
16-bit1308GBMI300X × 7$16.73/h
8-bit654GBRTX PRO 6000 Max-Q × 7$6.54/h
4-bit327GBQ RTX 8000 × 8$2.03/h

Weights plus attention cache, with 15% added for activations and allocator overhead. Everything here is arithmetic — we do not measure speed, so we do not rank chips by it. See all GPU prices

New text-generation model. Tags: bailing_hybrid, text-generation, conversational, custom_code, license:mit, fp8

Read the full article at huggingface.co

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