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v1.8.0 — certification platform

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@ahb-sjsu ahb-sjsu released this 17 Jul 08:26
v1.8.0
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Learn about vigilant mode.

1.8.0 — the certification-platform release. pip install turboquant-pro now gives you the tqp CLI.

Highlights

  • tqp CLI, released. trace → plan → compress → certify → verify → replay → monitor, plus the tqp index persisted-index lifecycle and the plugin registry + conformance kit.
  • tqp verify (new). Independently re-check a certificate.json: schema/self-consistency always, plus a full recompute (re-hash inputs, re-run the certification with the certificate's own params, confirm the floors reproduce) when --original/--reconstructed are given. certify writes certificates; verify is how a third party trusts one.
  • Hardware & plugin widening (P0–P5). Out-of-tree plugin protocol + conformance kit; torch backend; tqp-bnb / tqp-trtllm / tqp-gptq-awq incubators; operator_trace. P5: a portable Triton port of the fused-decode kernels — exact across Turing→Ampere→Ada→Hopper, batched-page variant beats the CuPy RawKernel 1.3–9.4× to 128k context.

Trust it in one command

pip install turboquant-pro
tqp replay embedding_glove_recall   # gated recall@10 >= 0.95 on real public GloVe

Full notes: CHANGELOG.md.

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