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README.md

@@ -105,15 +105,24 @@ And did and SFT to teach/align our SLM to the expected Marimo/Manim code style.<
 
 ## Links
 
-SFT Code: [train/sft_unsloth.py](https://gitlab.com/kgdrathan/openenv-explainer/-/blob/main/train/sft_unsloth.py)
+SFT Code:
+
+[train/sft_unsloth.py](https://gitlab.com/kgdrathan/openenv-explainer/-/blob/main/train/sft_unsloth.py)<br>
+[training curves](https://huggingface.co/kgdrathan/ministral-3-3b-4bit-marimo-manim/blob/main/training_curves.png)<br>
+[adapter model](https://huggingface.co/kgdrathan/ministral-3-3b-4bit-marimo-manim/)<br>
+
 RL GRPO Code: [train/grpo_unsloth.py](https://gitlab.com/kgdrathan/openenv-explainer/-/blob/main/train/grpo_unsloth.py)
-Dashboard for interacting with the environment: [explainer-env-dashboard](https://kgdrathan-explainer-env-dashboard.hf.space/)
+
 
 > Dashboard is for looking at logs and interacting with the environment.
+Dashboard for interacting with the environment: [explainer-env-dashboard](https://kgdrathan-explainer-env-dashboard.hf.space/)
+
 
 ## Status
 
 Completed: Environment and SFT<br>
-Remaining: RL GRPO training<br>
+Remaining: RL GRPO training (some errors in the code)<br>
+
+