Update README.md

README.md

@@ -41,6 +41,13 @@ model-index:
 
 ## Installation
 
+```bash
+pip install -e .
+from veronica import VeronicaConfig, VeronicaForCausalLM
+cfg = VeronicaConfig(n_layer=24, num_funcs=3)  # base polymorphic setup
+model = VeronicaForCausalLM(cfg)
+```
+
 | Source | Share | Link |
 |--------|-------|------|
 | FinePDFs‑1B | 50% | https://huggingface.co/datasets/codelion/finepdfs-1B |
@@ -53,13 +60,6 @@ Notes
 
 Total tokens target (example): ~60B. The composition balances semantic density (FinePDFs) and generality (DCLM) per codelion’s guidance.
 
-```bash
-pip install -e .
-from veronica import VeronicaConfig, VeronicaForCausalLM
-cfg = VeronicaConfig(n_layer=24, num_funcs=3)  # base polymorphic setup
-model = VeronicaForCausalLM(cfg)
-```
-
 Generation example:
 ```python
 from transformers import AutoTokenizer