sliders VS LAMP

Compare sliders vs LAMP and see what are their differences.

sliders

Concept Sliders for Precise Control of Diffusion Models (by rohitgandikota)
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Source Code
sliders.baulab.info
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LAMP

Official implement code of LAMP: Learn a Motion Pattern by Few-Shot Tuning a Text-to-Image Diffusion Model (Few-shot-based text-to-video diffusion) (by RQ-Wu)
aigc diffusion diffusion-model diffusion-models few-shot-learning stable-diffusion text-to-video video-editing
Source Code
rq-wu.github.io
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sliders LAMP
3 2
742 225
- -
8.3 7.5
about 1 month ago 26 days ago
Jupyter Notebook Python
MIT License GNU General Public License v3.0 or later
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.
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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.

sliders

Posts with mentions or reviews of sliders. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-01-25.
  • Are we at peak vector database?
    8 projects | news.ycombinator.com | 25 Jan 2024
    > Always felt they're more like hashes/fingerprints for the RAG use cases.

    Yes, I see where you’re coming from. Perceptual hashes[0] are pretty similar, the key is that similar documents should have similar embedding (unlike cryptographic hashes, where a single bit flip should produce a completely different hash).

    Nice embeddings encode information spatially, a classic example of embedding arithmetic is: king - man + woman = queen[1]. “Concept Sliders” is a cool application of this to image generation [2].

    Personally I’ve not had _too_ much trouble with running out of RAM due to embeddings themselves, but I did spend a fair amount of time last week profiling memory usage to make sure I didn’t run out in prod, so it is on my mind!

    [0] https://en.m.wikipedia.org/wiki/Perceptual_hashing

    [1] https://www.technologyreview.com/2015/09/17/166211/king-man-...

    [2] https://github.com/rohitgandikota/sliders

  • LoRA Adaptors for Precise Control in Diffusion Models
    1 project | news.ycombinator.com | 12 Dec 2023
  • List of Stable Diffusion research softwares that I don't think gotten widespread adoption.
    17 projects | /r/StableDiffusion | 10 Dec 2023

LAMP

Posts with mentions or reviews of LAMP. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-12-10.

What are some alternatives?

When comparing sliders and LAMP you can also consider the following projects:

stable-diffusion-reference-only - img2img version of stable diffusion. Anime Character Remix. Line Art Automatic Coloring. Style Transfer.

collage-diffusion-ui - An open source, layer-based web interface for Collage Diffusion - use a familiar Photoshop-like interface and let the AI harmonize the details.

ziplora-pytorch - Implementation of "ZipLoRA: Any Subject in Any Style by Effectively Merging LoRAs"

ReVersion - ReVersion: Diffusion-Based Relation Inversion from Images

SEED - Official implementation of SEED-LLaMA (ICLR 2024).

zero123plus - Code repository for Zero123++: a Single Image to Consistent Multi-view Diffusion Base Model.

RIVAL - [NeurIPS 2023 Spotlight] Real-World Image Variation by Aligning Diffusion Inversion Chain

Gen-L-Video - The official implementation for "Gen-L-Video: Multi-Text to Long Video Generation via Temporal Co-Denoising".

DemoFusion - Let us democratise high-resolution generation! (CVPR 2024)

YiVal - Your Automatic Prompt Engineering Assistant for GenAI Applications

ComfyUI_experiments - Some experimental custom nodes.

sliders vs stable-diffusion-reference-only LAMP vs collage-diffusion-ui sliders vs ziplora-pytorch LAMP vs ReVersion sliders vs SEED LAMP vs zero123plus sliders vs RIVAL LAMP vs Gen-L-Video sliders vs DemoFusion LAMP vs YiVal sliders vs ComfyUI_experiments LAMP vs ziplora-pytorch