Update README.md

README.md

@@ -30,7 +30,7 @@ final_logits = audio_logits / T + w(a, x, t) * log(prior + eps)
 
 where `w(a, x, t)` is a small gating MLP conditioned on audio confidence, prior confidence, location, and time-of-year. `T` and `eps` are learned scalars.
 
-Only the trainable parameters (classifier head, gating network, temperature, epsilon) are stored here (~3 MB). The frozen NatureLM-audio encoder (~8B params) is downloaded separately from [EarthSpeciesProject/NatureLM-audio](https://huggingface.co/EarthSpeciesProject/NatureLM-audio) at load time.
+Only the trainable parameters (classifier head, gating network, temperature, epsilon) are stored here (\~3 MB). The frozen NatureLM-audio encoder (\~8B params) is downloaded separately from [EarthSpeciesProject/NatureLM-audio](https://huggingface.co/EarthSpeciesProject/NatureLM-audio) at load time.
 
 ## How to use