Hongsheng Liu
fd0e92183a
Signed-off-by: hsliuustc0106 <liuhongsheng4@huawei.com> Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com>
51 lines
1.4 KiB
Markdown
51 lines
1.4 KiB
Markdown
---
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title: Quantization
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kind: module
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status: draft
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owners:
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- "@david6666666"
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- "@Isotr0py"
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- "@lishunyang12"
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primary_code_paths:
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- vllm_omni/quantization/**
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- vllm_omni/diffusion/quantization/**
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related_code_paths:
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- vllm_omni/platforms/*/quant/**
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depends_on:
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- model_integration.md
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- diffusion/diffusion_model_integration.md
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validation_paths:
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- tests/quantization/**
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- tests/diffusion/quantization/**
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upstream_refs:
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- vllm.model_executor.layers.quantization
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last_reviewed: 2026-07-16
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---
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# Quantization
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Quantization owns method registration, checkpoint interpretation, layer
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replacement, and runtime constraints for reduced-precision execution.
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## Candidate invariants
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### QUANT-INV-001: Checkpoint and runtime methods agree
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**Rule:** The selected method MUST validate checkpoint metadata, supported
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layers, device capabilities, and required dependencies before use.
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### QUANT-INV-002: Unsupported combinations fail clearly
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**Rule:** Quantization MUST NOT silently fall back to a different precision or
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method when a requested combination is unsupported.
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### QUANT-INV-003: Numerical validation is required
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**Rule:** A new method or layer mapping MUST include correctness comparison
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against a defined reference result.
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## Safe-change guide
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Test loading, representative layers, metadata, platform guards, and numerical
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tolerances separately from performance.
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