EvolvingLMMs-Lab/OneVision-Encoder

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Codec-Aligned Sparsity as a Foundational Principle for Multimodal Intelligence

Stars: 400
Forks: 20
Open beginner issues: 0
Indexed issues: 13

Dominant language: Python
License: Apache-2.0
Last GitHub push: Jun 20, 2026
Latest indexed: Sep 21, 2026
Contributing guide: No contributing guide
Code of conduct: No code of conduct
Beginner labels: No beginner labels indexed
PR merge metrics: No merged PRs in 30d

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13 open issues indexed

Verify evals on Papers with Code Open

Difficulty 3/5 1-2 days Newbie friendliness 35/100

EvolvingLMMs-Lab/OneVision-Encoder#123 · Opened Jul 23, 2026
Availability of full fine-tuned VLM weights for inference Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

EvolvingLMMs-Lab/OneVision-Encoder#122 · Opened May 20, 2026
Difference between the paper and the code: global Top-K or local Top-K? Open

Difficulty 2/5 1-3 hours Newbie friendliness 45/100

EvolvingLMMs-Lab/OneVision-Encoder#121 · Opened May 13, 2026
Why is the energy first normalized in each frame before performing top-k selection across all frames? Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

EvolvingLMMs-Lab/OneVision-Encoder#116 · 1 comment · Opened Apr 15, 2026
Are all I-frame tokens intended to be preserved in the current implementation? Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

EvolvingLMMs-Lab/OneVision-Encoder#113 · 1 comment · Opened Apr 14, 2026
Clarification on Intra-frame (I-frame) interval in data preprocessing Open

Difficulty 3/5 1-2 days Newbie friendliness 35/100

EvolvingLMMs-Lab/OneVision-Encoder#112 · 1 comment · Opened Apr 14, 2026
📖 Interactive Explainers for Common Questions (GitHub Pages) Open

Difficulty 5/5 Over a week Newbie friendliness 35/100

EvolvingLMMs-Lab/OneVision-Encoder#108 · Opened Apr 9, 2026
Clarification on how OCR annotations are used during training Open

EvolvingLMMs-Lab/OneVision-Encoder#105 · 2 comments · 1 reaction · 1 assignee · Opened Apr 8, 2026
About preparing the training data for OV-Encoder Open

Difficulty 4/5 3-5 days Newbie friendliness 30/100

EvolvingLMMs-Lab/OneVision-Encoder#104 · Opened Mar 2, 2026
How can I install the cv_reader Open

Difficulty 3/5 1-2 days Newbie friendliness 25/100

EvolvingLMMs-Lab/OneVision-Encoder#103 · 7 comments · Opened Feb 28, 2026
Question regarding missing file dataloader/data_decord_video.py Open

Difficulty 3/5 1-2 days Newbie friendliness 25/100

EvolvingLMMs-Lab/OneVision-Encoder#101 · Opened Feb 27, 2026
Problems about Inference on Video-MME Open

Difficulty 3/5 1-2 days Newbie friendliness 35/100

EvolvingLMMs-Lab/OneVision-Encoder#99 · 2 reactions · Opened Feb 25, 2026
Test vision encoder only frames 32 out of memory on 16GB GPU Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

EvolvingLMMs-Lab/OneVision-Encoder#97 · 6 comments · Opened Feb 13, 2026

EvolvingLMMs-Lab/OneVision-Encoder

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