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I have the same question. And in your [blog of vanilla VAE](https://wiseodd.github.io/techblog/2016/12/10/variational-autoencoder/), you have this code comment `# D_KL(Q(z|X) || P(z|X)); calculate in closed form as both dist. are Gaussian`...

Thanks for reply, I have other questions . in "mae/modules/encoders/gaussian_encoder.py" module, the function of _postKL has code: `cc = batch_size / (batch_size - 1.0)` and `dd = math.sqrt((batch_size ** 2...

是不是LlamaFactory sft的时候用错template 了,应该使用qwen3_vl_nothink