diff --git a/CHANGELOG.md b/CHANGELOG.md
index a5182571d..fef78d91c 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -46,7 +46,8 @@
   - fix **RunPod** memory limit reporting  
   - fix flux ipadapter with start/stop values  
   - fix progress api `eta_relative`  
-  - fix `insightface` loader
+  - fix `insightface` loader  
+  - fix remove vae for flux.1  
 - **IPEX**
   - add `--upgrade` to torch_command when using `--use-nightly` for *ipex* and *rocm*  
   - add xpu to profiler  
diff --git a/modules/sd_vae_remote.py b/modules/sd_vae_remote.py
index 55b8aa7ff..c3591af7b 100644
--- a/modules/sd_vae_remote.py
+++ b/modules/sd_vae_remote.py
@@ -42,7 +42,9 @@ def remote_decode(latents: torch.Tensor, width: int = 0, height: int = 0, model_
 
     for i in range(latents.shape[0]):
         try:
-            latent = latents[i].detach().clone().to(device=devices.cpu, dtype=devices.dtype).unsqueeze(0)
+            latent = latents[i].detach().clone().to(device=devices.cpu, dtype=devices.dtype)
+            if model_type != 'f1':
+                latent = latent.unsqueeze(0)
             params = {
                 "input_tensor_type": "binary",
                 "shape": list(latent.shape),
@@ -76,7 +78,7 @@ def remote_decode(latents: torch.Tensor, width: int = 0, height: int = 0, model_
                 timeout=300,
             )
             if not response.ok:
-                shared.log.error(f'Decode: type="remote" model={model_type} code={response.status_code} headers={response.headers} {response.json()}')
+                shared.log.error(f'Decode: type="remote" model={model_type} code={response.status_code} shape={latent.shape} url="{url}" args={params} headers={response.headers} response={response.json()}')
             else:
                 content += len(response.content)
                 if shared.opts.remote_vae_type == 'raw':