transformers/docs/source/en/quantization
DerekLiu35 2527f71a47
Add "selecting a quantization method" doc (#37159)
* initial draft

* make documentation simpler

* Update docs/source/en/quantization/selecting.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/quantization/selecting.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/quantization/selecting.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/quantization/selecting.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/quantization/selecting.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/quantization/selecting.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/quantization/selecting.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/quantization/selecting.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/quantization/selecting.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/quantization/selecting.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* turn pros and cons into tables

* Apply suggestions from code review

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* add links to each quant method page

* separate calibration vs no calibration methods

* add calibration time estimates

---------

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
2025-04-09 15:51:37 +02:00
..
aqlm.md [docs] Redesign (#31757) 2025-03-03 10:33:46 -08:00
awq.md [docs] Redesign (#31757) 2025-03-03 10:33:46 -08:00
bitnet.md [docs] Redesign (#31757) 2025-03-03 10:33:46 -08:00
bitsandbytes.md Add Space to Bitsandbytes doc (#36834) 2025-03-19 18:56:07 +01:00
compressed_tensors.md [docs] Redesign (#31757) 2025-03-03 10:33:46 -08:00
contribute.md [docs] Redesign (#31757) 2025-03-03 10:33:46 -08:00
eetq.md [docs] Redesign (#31757) 2025-03-03 10:33:46 -08:00
fbgemm_fp8.md [docs] Redesign (#31757) 2025-03-03 10:33:46 -08:00
finegrained_fp8.md [docs] Redesign (#31757) 2025-03-03 10:33:46 -08:00
gptq.md [docs] Redesign (#31757) 2025-03-03 10:33:46 -08:00
higgs.md [docs] Redesign (#31757) 2025-03-03 10:33:46 -08:00
hqq.md [docs] Redesign (#31757) 2025-03-03 10:33:46 -08:00
optimum.md [docs] Redesign (#31757) 2025-03-03 10:33:46 -08:00
overview.md [doc] Fix link for Quark quantization page (#37179) 2025-04-01 20:57:38 +02:00
quanto.md fix typos in the docs directory (#36639) 2025-03-11 09:41:41 -07:00
quark.md Support loading Quark quantized models in Transformers (#36372) 2025-03-20 15:40:51 +01:00
selecting.md Add "selecting a quantization method" doc (#37159) 2025-04-09 15:51:37 +02:00
spqr.md [docs] Redesign (#31757) 2025-03-03 10:33:46 -08:00
torchao.md Disable inductor config setter by default (#36608) 2025-03-20 11:23:14 +01:00
vptq.md [docs] Redesign (#31757) 2025-03-03 10:33:46 -08:00