Abhipsha Das

Update VI quickstart and VI LDA notebooks

11

Addresses issues #135 and #137 and aims to advance it to Best Practices

Update gaussian mixture model with ADVI NB

34

Addresses issue #134 and aims to advance it to best practices

Update pymc3_howto/custom_distribution NB to best practices

14

Aims to advance https://github.com/pymc-devs/pymc-examples/issues/184 to best practices.

[Model Card] standardize advanced diffusion training sd15 lora

2

# What does this PR do? Fixes #6891 for [Advanced Diffusion Training with LoRA](https://github.com/huggingface/diffusers/blob/main/examples/advanced_diffusion_training/train_dreambooth_lora_sd15_advanced.py) Notebook example: [Jupyter notebook](https://huggingface.co/abby101/test-model-card-template-dreambooth-sd15-lora-adv/blob/main/test-model-card-template-dreambooth-sd15-lora-adv.ipynb) Example model card: [Model Card](https://huggingface.co/abby101/test-model-card-template-dreambooth-sd15-lora-adv) ## Before submitting - [ ] This...

[Model Card] standardize advanced diffusion training sdxl lora

2

# What does this PR do? Fixes #6891 for [Advanced Diffusion Training SDXL with LoRA](https://github.com/huggingface/diffusers/blob/main/examples/advanced_diffusion_training/train_dreambooth_lora_sdxl_advanced.py) Notebook example: [Jupyter notebook](https://huggingface.co/abby101/test-model-card-template-dreambooth-sdxl-lora-adv/blob/main/test-model-card-template-dreambooth-sdxl-lora-adv.ipynb) Example model card: [Model Card](https://huggingface.co/abby101/test-model-card-template-dreambooth-sdxl-lora-adv) ## Before submitting - [ ]...

BLEU=26.08 on IWSLT14 DE->EN

2

Hi @zhjgao, Thanks for publishing this interesting work! I trained the model according to the instructions and on the IWSLT14 DE->EN task got BLEU=26.08 which is 8 points below reported...

Machine Translation Task with DiffuSeq

6

Hi @summmeer, I was wondering how I might go about implementing a machine translation task with DiffuSeq. I have trained DiffuSeq for the paraphrase task, but I want to be...

Issues with decoding and evaluation

2

Hi! I am trying to replicate the DiffuSeq model for the Paraphrase task with the QQP dataset. I kept everything to the default training config, and for MBR I ran...