Update: fix iRepa→iRDiffAE naming, add performance table

README.md

@@ -10,7 +10,7 @@ library_name: irdiffae
 
 # irdiffae_v1
 
-**iRDiffAE** — **iR**EPA **Diff**usion **A**uto**E**ncoder.
+**iRDiffAE** — **iR**epa **Diff**usion **A**uto**E**ncoder.
 A fast, single-GPU-trainable diffusion autoencoder with spatially structured
 latents for rapid downstream model convergence. Encoding runs ~5× faster than
 Flux VAE; single-step decoding runs ~3× faster.

technical_report.md

@@ -1,6 +1,6 @@
 # iRDiffAE v1.0 — Technical Report
 
-**i**REPA **Diff**usion **A**uto**E**ncoder = **iRDiffAE**
+**iR**epa **Diff**usion **A**uto**E**ncoder = **iRDiffAE**
 
 A fast, single-GPU-trainable diffusion autoencoder with spatially structured
 latents for rapid downstream model convergence. Encoding runs ~5× faster than