Update README.md

README.md

@@ -18,6 +18,18 @@ base_model:
 - AbstractPhil/geolip-bertenstein
 ---
 
+# GEOLIP CaptionBERT-8192-anchored
+
+This will be the real prototype, fingerprinting was the earlier thought and the full upcoming prototype is ready for train.
+
+The upcoming checkpoints will push after the process is successful, likely 1 hour per epoch for 5 epochs or so should be more than eneough.
+
+This marks the first use of a new prototype object dubbed AnchorBank, which is designed specifically to house the necessary implications that the model is distilled with,
+while specifically aligning the expectation of those distillation valuations into the bank itself.
+
+This allows the model to POTENTIALLY solve nth token lookup without a head, so a head will allow finetuning. If successful, the anchor bank will contain 
+all the knowledge the model requires to geomewtrically represent it's data into expanded structures - if the losses and training process is correctly aligned to the task.
+
 # GEOLIP CaptionBERT-8192-fingerprinted
 
 The next iteration will require an expanded fingerprinting axis-based relational bank, specifically to the alignment of the data and the teachers at training time.