diff --git a/README.md b/README.md
index 98eac14f6..b35725455 100644
--- a/README.md
+++ b/README.md
@@ -1,3 +1,3 @@
 # Stable Diffusion - Automatic
 
-Custom fork of <https://github.com/AUTOMATIC1111/stable-diffusion-webui>
+Heavily opinionated custom fork of <https://github.com/AUTOMATIC1111/stable-diffusion-webui>  
diff --git a/modules/textual_inversion/textual_inversion.py b/modules/textual_inversion/textual_inversion.py
index 5762d946d..2882957e3 100644
--- a/modules/textual_inversion/textual_inversion.py
+++ b/modules/textual_inversion/textual_inversion.py
@@ -255,13 +255,11 @@ def write_loss(log_directory, filename, step, epoch_len, values):
 
     if step % shared.opts.training_write_csv_every != 0:
         return
-    write_csv_header = False if os.path.exists(os.path.join(log_directory, filename)) else True
 
-    with open(os.path.join(log_directory, filename), "a+", newline='') as fout:
+    with open(os.path.join(log_directory, filename), "w", newline='') as fout:
         csv_writer = csv.DictWriter(fout, fieldnames=["step", "epoch", "epoch_step", *(values.keys())])
 
-        if write_csv_header:
-            csv_writer.writeheader()
+        csv_writer.writeheader()
 
         epoch = (step - 1) // epoch_len
         epoch_step = (step - 1) % epoch_len