conditional-flow-matching

conditional-flow-matching copied to clipboard

## What does this PR do? Fixes #\ ## Before submitting - [ ] Did you make sure **title is self-explanatory** and **the description concisely explains the PR**? - [...

atong01

Example on computing logprob with the model

3

Hi, First of all this work is super impressive and thanks for doing it! I asked about computing the density of a sample [here](https://github.com/atong01/conditional-flow-matching/issues/88#issuecomment-2587622567). I was able to run this...

fountaindive

Incorrect implementation of `TargetConditionalFlowMatcher`

3

Hey, I've been experimenting with Conditional Flow Matching for a paper I'm currently working on and I've noticed that you have an incorrect implementation of `TargetConditionalFlowMatcher`, in particular, the `sample_xt`...

Rattko

## What does this PR do? add star history to readme. ## Did you have fun? A lot of fun!

pengzhangzhi

Fix DDP Example for CIFAR10 by Using Epochs Only

2

Hi! As recently discussed in #145 and #144 with @Xiaoming-Zhao (and I as had already mentioned in https://github.com/atong01/conditional-flow-matching/pull/116#discussion_r1695722539), I/we believe that it would be best to use epochs instead of...

ImahnShekhzadeh

AttributeError: 'functools.partial' object has no attribute 'parameters' when running image_cfm lightning train

1

Trying to run `python src/train.py trainer=gpu +trainer.precision=16 experiment=image_cfm` from runner, it seems like `model` is a partial at `conditional-flow-matching/runner/src/utils/utils.py`, line 152. I tried calling the function to initialize the model...

c0g

Code for Normalized Path Energy calculation

1

Hello, Thank you very much for this nice package and the papers. I wanted to kindly ask if the code for calculating the Normalized Path Energy for optimal transport used...

WANG-CR