Jerry Zhang 7eb1107cc2 Restructure torchao quantization examples (#37592) ...

* Restructure torchao quantization examples

Summary:
Mainly structured the examples by hardwares and then listed
the recommended quantization methods for each hardware H100 GPU, A100 GPU and CPU

Also added example for push_to_hub

Test Plan:
not required

Reviewers:

Subscribers:

Tasks:

Tags:

* update

* drop float8 cpu

* address comments and simplify

* small update

* link update

* minor update

2025-04-22 11:20:34 +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

concept_guide.md

Update quantization docs (#37439)

2025-04-16 15:44:53 +02:00

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

Update quantization docs (#37439)

2025-04-16 15:44:53 +02:00

spqr.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00

torchao.md

Restructure torchao quantization examples (#37592)

2025-04-22 11:20:34 +02:00

vptq.md

[docs] Redesign (#31757)

2025-03-03 10:33:46 -08:00