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Open Weights vs Hosted APIs
Joeven
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def choose(needs): if needs["data_must_stay"]: return "host open weights in your VPC" if needs["no_gpu_team"]: return "hosted API" if needs["must_fine_tune"]: return "open weights or a vendor fine-tune product" return "hosted API first, measure, then decide" cases = [ {"data_must_stay": True, "no_gpu_team": False, "must_fine_tune": False}, {"data_must_stay": False, "no_gpu_team": True, "must_fine_tune": False}, {"data_must_stay": False, "no_gpu_team": False, "must_fine_tune": True}, ] for n in cases: print(n, "->", choose(n))
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