dmarx/Multi-Modal-Comparators

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Unified API to facilitate usage of pre-trained "perceptor" models, a la CLIP

Stars: 39
Forks: 4
Open beginner issues: 0
Indexed issues: 18

Dominant language: Jupyter Notebook
License: No license data
Last GitHub push: Nov 26, 2022
Latest indexed: Sep 15, 2026
Contributing guide: No contributing guide
Code of conduct: No code of conduct
Beginner labels: help wanted
PR merge metrics: No merged PRs in 30d

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18 open issues indexed

model architectures and pretrained models to support Open

dmarx/Multi-Modal-Comparators#2 · 36 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Feature brainstorming Open

dmarx/Multi-Modal-Comparators#4 · 6 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
mmc `__add__` method -> union operation Open

dmarx/Multi-Modal-Comparators#5 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
modularity for comparison operators ("reducers") Open

dmarx/Multi-Modal-Comparators#7 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
better name... Open

dmarx/Multi-Modal-Comparators#10 · 7 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Huggingface base loader Open

dmarx/Multi-Modal-Comparators#11 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Attach model metadata to facilitate estimating inference/memory cost Open

dmarx/Multi-Modal-Comparators#13 · 2 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
metadata field for shortform (and myabe longform too?) description of model Open

documentation enhancement

dmarx/Multi-Modal-Comparators#16 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
"vanilla return value Open

documentation enhancement

dmarx/Multi-Modal-Comparators#17 · 1 comment · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Add support for hosted CLIP (e.g. HF, Jina), with openai mocking Open

enhancement help wanted

dmarx/Multi-Modal-Comparators#24 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
improved packaging Open

enhancement

dmarx/Multi-Modal-Comparators#26 · 19 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Inherit from nn.Module Open

enhancement

dmarx/Multi-Modal-Comparators#29 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
openai/CLIP -> rom1504/CLIP Open

dmarx/Multi-Modal-Comparators#33 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
sbert embeddings need to be normalized prior to comparison Open

bug

dmarx/Multi-Modal-Comparators#34 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
refactor to use hooks Open

enhancement

dmarx/Multi-Modal-Comparators#35 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
Gradient Checkpointing for OpenCLIP should be optional Open

dmarx/Multi-Modal-Comparators#36 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
mechanism to isolate mode-specific components? Open

dmarx/Multi-Modal-Comparators#39 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026
interface Open

dmarx/Multi-Modal-Comparators#41 · 0 comments · 0 reactions · 0 assignees · Indexed Sep 15, 2026

dmarx/Multi-Modal-Comparators

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