minimal-text-diffusion vs ImageReward

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minimal-text-diffusion		ImageReward
	Project
2	Mentions	1
261	Stars	945
-	Growth	4.8%
4.9	Activity	6.7
12 months ago	Latest Commit	7 months ago
Python	Language	Python
MIT License	License	Apache License 2.0

The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

minimal-text-diffusion

Posts with mentions or reviews of minimal-text-diffusion. We have used some of these posts to build our list of alternatives and similar projects.

Is there any nano-gpt/pico-gpt like implementation available for stable-diffusion models?
1 project | /r/deeplearning | 23 Apr 2023
[D] would diffusion language models make sense?
1 project | /r/MachineLearning | 24 Oct 2022

In case you’re interested, I have a minimal implementation here: https://github.com/madaan/minimal-text-diffusion

ImageReward

Posts with mentions or reviews of ImageReward. We have used some of these posts to build our list of alternatives and similar projects.

Results of finetuning Avalon TRUvision v2 with image scoring
1 project | /r/StableDiffusion | 17 May 2023

I used Image Reward repo to score generated imaged during training and modified loss function to take score into account.

What are some alternatives?

When comparing minimal-text-diffusion and ImageReward you can also consider the following projects:

DiffSBDD - A Euclidean diffusion model for structure-based drug design.

WebGLM - WebGLM: An Efficient Web-enhanced Question Answering System (KDD 2023)

modular-diffusion - Python library for designing and training your own Diffusion Models with PyTorch.

guided-diffusion-keras - Text to Image Diffusion Models in Keras

basaran - Basaran is an open-source alternative to the OpenAI text completion API. It provides a compatible streaming API for your Hugging Face Transformers-based text generation models.

MeshDiffusion - Official implementation of "MeshDiffusion: Score-based Generative 3D Mesh Modeling" (ICLR 2023 Spotlight)

DDPM_inversion - Official pytorch implementation of the paper: "An Edit Friendly DDPM Noise Space: Inversion and Manipulations". CVPR 2024.

LLMSurvey - The official GitHub page for the survey paper "A Survey of Large Language Models".

TextRL - Implementation of ChatGPT RLHF (Reinforcement Learning with Human Feedback) on any generation model in huggingface's transformer (blommz-176B/bloom/gpt/bart/T5/MetaICL)

safe-rlhf - Safe RLHF: Constrained Value Alignment via Safe Reinforcement Learning from Human Feedback

argilla - Argilla is a collaboration platform for AI engineers and domain experts that require high-quality outputs, full data ownership, and overall efficiency.