Update README.md

README.md

@@ -1,10 +1,16 @@
----
-title: README
-emoji: 🏆
-colorFrom: gray
-colorTo: purple
-sdk: static
-pinned: false
----
-
-Edit this `README.md` markdown file to author your organization card.
+## Rta Forge
+
+Rta Forge builds reference-quality language models with an emphasis on stability, coherence, and long-horizon behavior.
+
+Our work focuses on:
+- Training modern state-space and sequence models
+- Producing clean, reproducible reference checkpoints
+- Prioritizing sentence-level coherence over benchmark chasing
+
+Models released here are:
+- Fully trained (not partial checkpoints)
+- Evaluated for basic reasoning and conversational stability
+- Intended as solid baselines for further research and deployment
+
+We publish selectively.  
+Quality and clarity come before speed.