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vllm/docs/features/quantization
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Harry Mellor 7be7f3824a
[Docs] Improve API docs (+small tweaks) (#22459)
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
2025-08-08 03:02:51 -07:00
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auto_awq.md
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auto_round.md
[Docs] Switch to better markdown linting pre-commit hook (#21851)
2025-07-29 19:45:08 -07:00
bitblas.md
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bnb.md
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fp8.md
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gguf.md
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gptqmodel.md
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inc.md
[Docs] Improve API docs (+small tweaks) (#22459)
2025-08-08 03:02:51 -07:00
int4.md
[Docs] Switch to better markdown linting pre-commit hook (#21851)
2025-07-29 19:45:08 -07:00
int8.md
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modelopt.md
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quantized_kvcache.md
[Docs] Switch to better markdown linting pre-commit hook (#21851)
2025-07-29 19:45:08 -07:00
quark.md
[Docs] Switch to better markdown linting pre-commit hook (#21851)
2025-07-29 19:45:08 -07:00
README.md
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supported_hardware.md
[Docs] Minimize spacing for supported_hardware.md table (#21779)
2025-07-28 18:46:39 -07:00
torchao.md
[Docs] Switch to better markdown linting pre-commit hook (#21851)
2025-07-29 19:45:08 -07:00

README.md

Quantization

Quantization trades off model precision for smaller memory footprint, allowing large models to be run on a wider range of devices.

Contents:

  • Supported Hardware
  • AutoAWQ
  • AutoRound
  • BitsAndBytes
  • BitBLAS
  • GGUF
  • GPTQModel
  • INC
  • INT4 W4A16
  • INT8 W8A8
  • FP8 W8A8
  • NVIDIA TensorRT Model Optimizer
  • AMD Quark
  • Quantized KV Cache
  • TorchAO
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