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sdxl-quant-int8

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sdxl-quant-int8

Commit History

QKV fused and all linear layers sym, guidance scale 7.5
70da055
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QKV fused and all linear layers sym, guidance scale 7.5
4128ea1
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GiusFra commited on

QKV fused and all linear layers sym
51fa88e
verified

GiusFra commited on

QKV fused and all linear layers sym
5d000b6
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GiusFra commited on

QKV fused and sym
f20a0bf
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GiusFra commited on

QKV fused and sym
881d80b
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Full symmetric
ed4e81d
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Full symmetric
1e690df
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GiusFra commited on

QKV fused and all linear layers sym
3cee2a6
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GiusFra commited on

QKV fused and all linear layers sym
cf48f0f
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GiusFra commited on

QKV fused and sym
6f44cfb
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GiusFra commited on

QKV fused and sym
b175bf6
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GiusFra commited on

Fused QKV quant_params.json with zp
7e99883
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GiusFra commited on

Added vae weights with FP16 fix.
2de7ba8

nickfraser commited on

Fused QKV safetensor with zp
0339659
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GiusFra commited on

Fused QKV safetensor
348012d
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GiusFra commited on

Fused QKV quant_params.json
a793c5a
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GiusFra commited on

Fix model loading
7f81513
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GiusFra commited on

Update quant params structure (#2)
6b62ce4
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nickfraser commited on

Reference inputs
17638f5
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GiusFra commited on

Updated quant_params
fb3aa3b
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Updated params.safetensors
36c8b73
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GiusFra commited on

Output reference tensors
6e61570
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GiusFra commited on

Quantization script
ecec5b7
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GiusFra commited on

Remove potential overflow / saturation error.
161df88

nickfraser commited on

Added comments - highlight possible overflow situation
3f5851c

nickfraser commited on

Updated math model to target int8 x int8 kernels.
4024f9d

nickfraser commited on

Updated QOp model to fuse SmoothQuant scales with input quantization
dca9b6e

nickfraser commited on

Output reference tensors
8e3c05a
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GiusFra commited on

Add config.json from stable-diffusion-xl-base-1.0/unet
54be8be

Stella Laurenzo commited on

Upload params.safetensors with huggingface_hub
1dad0d1
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GiusFra commited on

add missing smoothquant factors
99e9d19
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GiusFra commited on

update quant_params with correct shapes
d6a388a
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GiusFra commited on

Fix: set `keepdim=True`
9ab1060

nickfraser commited on

[test] Fixed shapes to match new `quant_param.json`
673c9f2

nickfraser commited on

[math_model/test] Added "QOp" implementation and basic tests.
eb5a5f6

nickfraser commited on

Upload quant_param.json with huggingface_hub
d67ece3
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GiusFra commited on

Upload quant_param.json with huggingface_hub
bcd05a6
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Upload math_model.py with huggingface_hub
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Upload params.safetensors with huggingface_hub
742c3ad
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Upload params.safetensors with huggingface_hub
76a91d8
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Upload quant_param.json with huggingface_hub
01fc5a5
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Upload math_model.py with huggingface_hub
d5dfd96
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Upload quant_param.json with huggingface_hub
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