Update README.md

README.md

@@ -37,13 +37,9 @@ pipeline_tag: text-generation
 
 ## 📈 Evaluation and Analysis
 
-Compatible with [`pico-analyze`](https://github.com/pico-lm) for introspecting:
+This model supports fine-grained analysis using [pico-analyze](https://github.com/pico-lm). This tool enables researchers to understand how learning unfolds over training, even at very small scales.
 
-- Per-head loss and gradient stats
-- Learning saturation across layers
-- Token-level memorization dynamics
-
-Evaluated on [`pico-paloma-tinsy`](https://huggingface.co/datasets/pico-lm/pretokenized-paloma-tinsy) using perplexity.
+We also evaluate perplexity of the model on the [pico-paloma-tinsy](https://huggingface.co/datasets/pico-lm/pretokenized-paloma-tinsy) dataset.
 
 ## 📄 Citation