Quantization stable diffusion#84

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thliang01 wants to merge 28 commits intohuggingface:mainfrom

thliang01:Quantization-Stable-Diffusion

Commits on Apr 25, 2024

feat: initial notebook
Thomas (Guang-Ting) Liang
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feat: add title to _toctree file
Thomas (Guang-Ting) Liang
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feat: add base sdxl model
Thomas (Guang-Ting) Liang
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fix: clear all outputs
Thomas (Guang-Ting) Liang
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feat: add evaluation
Thomas (Guang-Ting) Liang
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Commits on Apr 26, 2024

feat: add Quantitative Evaluation
Thomas (Guang-Ting) Liang
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feat: install quanto
Thomas (Guang-Ting) Liang
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Commits on Apr 27, 2024

doc: rewrite selection title name
Thomas (Guang-Ting) Liang
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Commits on Apr 28, 2024

docs: add desciption about evaluating diffusion model
Thomas (Guang-Ting) Liang
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Commits on Apr 29, 2024

feat: remove broken quantization code blocks
Thomas (Guang-Ting) Liang
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feat: add Post Training Quantization method W8A16
Thomas (Guang-Ting) Liang
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chore: remove unused library & change default pipeline from pipe to pipeline
Thomas (Guang-Ting) Liang
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feat: add evaluating PTQ diffusion model
Thomas (Guang-Ting) Liang
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feat: add messure time & memory & Conclusion & References
Thomas (Guang-Ting) Liang
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docs: add description about quantization (post training quantization)
Thomas (Guang-Ting) Liang
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docs: add empty images link
Thomas (Guang-Ting) Liang
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Commits on Apr 30, 2024

docs: change title name
Thomas (Guang-Ting) Liang
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chore: rename notebook
Thomas (Guang-Ting) Liang
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Revert "chore: rename notebook"
Thomas (Guang-Ting) Liang
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chore: rename notebook name
Thomas (Guang-Ting) Liang
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Commits on May 1, 2024

docs: remove unread doc
Thomas (Guang-Ting) Liang
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feat: serval bugs
Thomas (Guang-Ting) Liang
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feat: add import VAE
Thomas (Guang-Ting) Liang
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feat: add vae
Thomas (Guang-Ting) Liang
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Commits on May 3, 2024

chore: remove fuse_qkv_projections
Thomas (Guang-Ting) Liang
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Commits on May 4, 2024

feat: fix bugs
Thomas (Guang-Ting) Liang
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Commits on May 5, 2024

feat: add ptq vae
Thomas (Guang-Ting) Liang
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feat: add new conclusion score
Thomas (Guang-Ting) Liang
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