From 1df6c8bfec4715610d64684b6ad2fa38c76c1df6 Mon Sep 17 00:00:00 2001
From: Kohaku-Blueleaf <59680068+KohakuBlueleaf@users.noreply.github.com>
Date: Wed, 25 Oct 2023 11:36:43 +0800
Subject: fp8 for TE

---
 modules/sd_models.py | 7 +++++++
 1 file changed, 7 insertions(+)

diff --git a/modules/sd_models.py b/modules/sd_models.py
index 44d4038b..69395294 100644
--- a/modules/sd_models.py
+++ b/modules/sd_models.py
@@ -407,6 +407,13 @@ def load_model_weights(model, checkpoint_info: CheckpointInfo, state_dict, timer
                     module.to(torch.float8_e4m3fn)
             timer.record("apply fp8 unet for cpu")
         else:
+            if model.is_sdxl:
+                cond_stage = model.conditioner
+            else:
+                cond_stage = model.cond_stage_model
+            for module in cond_stage.modules():
+                if isinstance(module, torch.nn.Linear):
+                    module.to(torch.float8_e4m3fn)
             model.model.diffusion_model = model.model.diffusion_model.to(torch.float8_e4m3fn)
             timer.record("apply fp8 unet")
 
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