File size: 1,262 Bytes
e042fe4 8b48334 a3e7d8d e042fe4 a3e7d8d e042fe4 a3e7d8d 0e3aa8d e042fe4 f4cac99 28dbbaf 0e3aa8d 28dbbaf 0c41736 294f771 d8023be 419296c 382271a | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 | w4a8 is a format using 4-bit weights and int8-convrot activations
Requires ComfyUI 0.31.0
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int8_convrot VAE needs ComfyUI 0.36.0 for maximum speed benefit
It speeds up VAE decode times by ~2x
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ref lora is the difference between fl2va and ref2va, completely experimental, I don't even know if it has a use case at this point.
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w6a8 is a format using 6-bit weights and int8-convrot activation, work in progress
## minimax_h3_ref2va_pruned_w6a8_g32.safetensor
https://github.com/Comfy-Org/comfy-kitchen/pull/191
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## minimax_h3_lynnreal_light_vae_int8_convrot.safetensors
https://huggingface.co/stdstu123/LynnReal-Onmi-light-vae
int8-convrot quant of the pruned light VAE, this is about 1.3x faster for decoding.
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## PDMD loras
Converted and rank reduced from:
https://huggingface.co/pdmd2026/pdmd_2NFE_lora
https://huggingface.co/pdmd2026/pdmd_4NFE_lora
## DMAD lora
https://huggingface.co/ZhengmingYu/DMAD
## Singularity lora extraction
`minimax_h3_singularity_v2_lora_avg_rank_351_bf16.safetensors`
Extracted from https://huggingface.co/WarmBloodAban/Minimax-h3_Singularity/blob/main/Minimax-h3_Singularity_ref2va_v2_int8.safetensors
Note that even at this rank extraction of full finetune only captures maybe 40-50% of it. |