Update README.md

README.md

@@ -14,16 +14,25 @@ library_name: diffusers
 pipeline_tag: text-to-image
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 # Most checkpoints are default sd15 after testing
-I will remove the faulty checkpoints and the correct checkpoints, which are early training and incompatible with correct inference, will be present.
+The CURRENT e8 has no clip or vae, so it's just sitting there standalone.
 
-It's basically just blobs as expected, so don't expect much yet. It has a long way to go.
+For those who downloaded the models that either exhibit blobs or don't use flow matching noise - my sincerest apologies. They are defective.
 
-The current one is showing response to shift as it should. This will require an additional 40 or so epochs most likely before convergence is possible and I will be uploading every epoch as pt from this point forward to guarantee cohesion and transparency. 
+I removed the faulty checkpoints and the correct checkpoints are the only ones remaining, which are early training and incompatible with correct inference, will be present.
 
-So about, 4 days. Give or take. Not too bad, all things considered. So lets hope it actually works out huh.
+It's basically just blobs as expected, so don't expect much yet. It has a long way to go.
 
+The current one is showing response to shift as it should. This will require an additional 40 or so epochs most likely before convergence 
+is possible and I will be uploading every epoch as pt from this point forward to guarantee cohesion and transparency. 
+So about, 4 days. Give or take. Not too bad, all things considered. So lets hope it actually works out huh.
 If not, I'll just train it directly using a different technique without David.
 
+My sincerest apologies for all of the blunders and the problems. I didn't expect so many problems but I did expect some. 
+
+I ended up having to use debug to salvage epoch 8 so I wouldn't have to restart. The metrics appear corrupted as well.
+The safetensor outputs were saving the original sd15 with silently mismatched keys thanks to the diffusers script not operating as intended. Additionally, the subsystems that I implemented never tripped the flags they needed to - in order to ensure backup. So the system was culling the PTs.
+Between a rock and a hard place I figured out how to salvage it and here we are - thanks to a combination of Gemini's information and Claude's code debugging and problem solving the training can continue.
+
 # More faults more problems still managed to salvage the real one
 How absurd and difficult anything SD15 has been to debug.