Update README.md

README.md

@@ -16,7 +16,7 @@ datasets:
 pipeline_tag: text-generation
 ---
 
-Brought to you via @ContextReq
+Brought to you via @ContextReq - Built, tested and trained within 24 hours!
 
 # Notio-3.7M-RNN-v1
 
@@ -25,9 +25,7 @@ Notio's core idea: the model learns **only the binary u8 token-id stream** — a
 "english/symbols" rendering happens at runtime through a decoder that maps special tags
 (`<spc>`, `<nwl>`, `<bos>`, `<eos>`...) to their effects and drops them from display.
 
-> **Status:** v1 training in progress (27,000-step cosine run on a single GTX 1660 SUPER).
-> Milestone checkpoints uploaded: `notio1ksteps.pt`, `notio5k.pt`, `notio10k.pt`.
-> Card reflects step ~11,000 and will be updated at completion.
+> **Status:** v1 training in progress.
 
 ## Design
 
@@ -72,7 +70,7 @@ The stack is modular: layer 0 (data) → layer 1 (embedding) → 2× layer 2 (GR
 
 ## Sample output
 
-As of; step 18k (no max token, learning to end on <eos>, ended at tokenids total 606 & 608 respectively )
+As of; step 18k (no max token, learning to end on <eos>, ended at tokenids total 606 & 608 respectively) - Will update when decided run is complete to start on v2.
 
 Story 1