Update README.md

README.md

@@ -37,3 +37,12 @@ model = fastvit_ma36(
 )
 model.summary()
 ```
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+## Weight file suffix clarification:
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+
+* `keras_fastvit_ma36.weights.h5` - Weights for model variant - `ma36` 
+* `keras_fastvit_ma36_reparam.weights.h5` - Reparameterized weights for model variant - `ma36` (`inference_mode = True`)
+* `keras_fastvit_ma36_kd.weights.h5` - Weights for model variant - `ma36`, trained using knowledge distillation. 
+* `keras_fastvit_ma36_reparam_kd.weights.h5` - Reparameterized weights for model variant - `ma36`, trained using knowledge distillation (`inference_mode = True`)