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text-generation-inference/server/marlin
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Daniël de Kok 26460f053d Add support for repacking AWQ weights for GPTQ-Marlin (#2278) 
* Add support for repacking AWQ weights for GPTQ-Marlin

So far we couldn't support AWQ because virtually all AWQ models use
symmetric quantization, which GPTQ-Marlin did not suppors. GPTQ-Marlin
has recently added support AWQ repacking and AWQ asymmetric quantization
(zero_point=True).

This change updates all GPTQ-Marlin kernels from upstream and wires up
AWQ support. For now enabling AWQ using Marlin requires running TGI with
`--quantize gptq`.

* Enable Marlin for supported AWQ configurations by default

This makes the AWQ -> GPTQ repack test redundant, since we are now
testing this with the regular AWQ test.
2024-09-25 05:31:31 +00:00
..
marlin_kernels Add support for repacking AWQ weights for GPTQ-Marlin (#2278) 2024-09-25 05:31:31 +00:00
COPYRIGHT Add support for GPTQ Marlin (#2052) 2024-09-24 03:43:30 +00:00
setup.py Add support for repacking AWQ weights for GPTQ-Marlin (#2278) 2024-09-25 05:31:31 +00:00