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Quantization stable diffusion #84

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05c429c
feat: initial notebook
Apr 25, 2024
a61c958
feat: add title to _toctree file
Apr 25, 2024
60433d9
feat: add base sdxl model
Apr 25, 2024
a9a74bc
fix: clear all outputs
Apr 25, 2024
476e139
feat: add evaluation
Apr 25, 2024
f508c9d
feat: add Quantitative Evaluation
Apr 26, 2024
f04848d
feat: install quanto
Apr 26, 2024
2b20e2a
doc: rewrite selection title name
Apr 27, 2024
6451982
docs: add desciption about evaluating diffusion model
Apr 28, 2024
77e3e8e
feat: remove broken quantization code blocks
Apr 29, 2024
04389f8
feat: add Post Training Quantization method W8A16
Apr 29, 2024
d7d2a67
chore: remove unused library & change default pipeline from pipe to p…
Apr 29, 2024
0fc2066
feat: add evaluating PTQ diffusion model
Apr 29, 2024
7af2d0c
feat: add messure time & memory & Conclusion & References
Apr 29, 2024
64e4ef3
docs: add description about quantization (post training quantization)
Apr 29, 2024
0eaa6ec
docs: add empty images link
Apr 29, 2024
a5c15e9
docs: change title name
Apr 30, 2024
984eae8
chore: rename notebook
Apr 30, 2024
e3ae110
Revert "chore: rename notebook"
Apr 30, 2024
4f194bd
chore: rename notebook name
Apr 30, 2024
9bc56dd
docs: remove unread doc
May 1, 2024
9eb2458
feat: serval bugs
May 1, 2024
bbf0d9c
feat: add import VAE
May 1, 2024
91f525d
feat: add vae
May 1, 2024
fe25434
chore: remove fuse_qkv_projections
May 3, 2024
a84afab
feat: fix bugs
May 4, 2024
d17867d
feat: add ptq vae
May 5, 2024
4b81bb4
feat: add new conclusion score
May 5, 2024
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2 changes: 2 additions & 0 deletions notebooks/en/_toctree.yml
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Original file line number Diff line number Diff line change
Expand Up @@ -26,6 +26,8 @@
sections:
- local: stable_diffusion_interpolation
title: Stable Diffusion Interpolation
- local: quantize_stable_diffusion_with_quanto
title: Quantize Stable Diffusion with quanto

- title: Multimodal Recipes
sections:
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