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Discover the best community collections!

Collections trending this week

Korean visual document retrievers on Qwen3-VL-Embedding-2B.

whybe-choi/kovre

Sentence Similarity • 2B • Updated Aug 12 • 190 • 6
whybe-choi/kovre-stage1

Sentence Similarity • 2B • Updated Aug 12 • 15 • 2

Training and evaluation data for visual document retrievers.

athrael-soju/vdr-train-500k

Viewer • Updated 14 days ago • 651k • 208 • 3
whybe-choi/ko-vdr-train-public

Viewer • Updated Apr 2 • 310k • 474
whybe-choi/ko-vdr-hn

Viewer • Updated Sep 13 • 3.02M • 55 • 3
whybe-choi/en-vdr-hn

Viewer • Updated 12 days ago • 2.04M • 542 • 1

Demos of the UltraVBERT, ColQwen3.5 and Hydra models.

Running on Zero

Agents

3

ColUltraVBERT

📄

3

Late-interaction search over document pages
Sleeping

Agents

1

ColQwen3.5-4.5B

🔍

1

Search document pages with natural language queries
Runtime error

Agents

1

HydraQwen3.5-0.8B Demo

🐉

1

Ask questions about an uploaded PDF and get answers
Sleeping

Agents

HydraQwen-3.5-0.8B-Jev

🐉

Answer questions using document page images

Tiny vision-language models for visual document retrieval, built on UltraBERT.

athrael-soju/UltraVBERT

Visual Document Retrieval • 0.3B • Updated 6 days ago • 298 • 14
athrael-soju/ColUltraVBERT

Visual Document Retrieval • 0.3B • Updated 6 days ago • 617 • 8
athrael-soju/BiUltraVBERT

Visual Document Retrieval • 0.3B • Updated 6 days ago • 137 • 4

Late-interaction visual document retrievers on Qwen3.5.

athrael-soju/colqwen3.5-4.5B-v3

Visual Document Retrieval • 5B • Updated Aug 21 • 3.22k • 16

orcarouter/Qwen3.8-27B-Uncensored-FP8

orcarouter/Qwen3.8-27B-Uncensored-FP8

Image-Text-to-Text • 28B • Updated 6 days ago • 129k • 1.87k

What's in CODI's latent recurrent thoughts?

Qwen3-8B CODI organism, NLA and activation-oracle readers of its thoughts, plus base model and data. Code: github.com/japhba/codi-latent-thoughts

cds-jb/codi_qwen3-8b-answer_only

Text Generation • Updated 16 days ago
cds-jb/codi_qwen3-8b-nla-z

Updated 13 days ago
cds-jb/codi_qwen3-8b-nla-h24

Updated 13 days ago
cds-jb/codi_qwen3-8b-ao

Updated 16 days ago

Papers on late-interaction and visual document retrieval.

Hydra: Unifying Document Retrieval and Generation in a Single Vision-Language Model

Paper • 2603.28554 • Published Mar 30
Spatially-Grounded Document Retrieval via Patch-to-Region Relevance Propagation

Paper • 2512.02660 • Published Dec 2, 2025 • 1
KoVRE: Training an Efficient Embedding Model for Korean Visual Document Retrieval

Paper • 2608.01389 • Published Aug 2

Hydra: retrieval and generation in one model

One LoRA switches a vision-language model between late-interaction retrieval and generation.

athrael-soju/HydraQwen3.5-4B

Visual Document Retrieval • Updated May 4 • 19 • 1
athrael-soju/HydraQwen3.5-0.8B

Visual Document Retrieval • Updated May 4 • 18
athrael-soju/HydraQwen3.5-0.8B-Jev

Visual Document Retrieval • Updated 24 days ago • 2
athrael-soju/HydraQwen2.5-Omni-3B

Visual Document Retrieval • Updated Apr 18 • 2

OBLITERATUS/Qwen3.8-27B-OBLITERATED

Text Generation • 28B • Updated Aug 24 • 509k • • 1.61k

Korean visual document retrievers on Qwen3-VL-Embedding-2B.

whybe-choi/kovre

Sentence Similarity • 2B • Updated Aug 12 • 190 • 6
whybe-choi/kovre-stage1

Sentence Similarity • 2B • Updated Aug 12 • 15 • 2

orcarouter/Qwen3.8-27B-Uncensored-FP8

orcarouter/Qwen3.8-27B-Uncensored-FP8

Image-Text-to-Text • 28B • Updated 6 days ago • 129k • 1.87k

Training and evaluation data for visual document retrievers.

athrael-soju/vdr-train-500k

Viewer • Updated 14 days ago • 651k • 208 • 3
whybe-choi/ko-vdr-train-public

Viewer • Updated Apr 2 • 310k • 474
whybe-choi/ko-vdr-hn

Viewer • Updated Sep 13 • 3.02M • 55 • 3
whybe-choi/en-vdr-hn

Viewer • Updated 12 days ago • 2.04M • 542 • 1

What's in CODI's latent recurrent thoughts?

Qwen3-8B CODI organism, NLA and activation-oracle readers of its thoughts, plus base model and data. Code: github.com/japhba/codi-latent-thoughts

cds-jb/codi_qwen3-8b-answer_only

Text Generation • Updated 16 days ago
cds-jb/codi_qwen3-8b-nla-z

Updated 13 days ago
cds-jb/codi_qwen3-8b-nla-h24

Updated 13 days ago
cds-jb/codi_qwen3-8b-ao

Updated 16 days ago

Demos of the UltraVBERT, ColQwen3.5 and Hydra models.

Running on Zero

Agents

3

ColUltraVBERT

📄

3

Late-interaction search over document pages
Sleeping

Agents

1

ColQwen3.5-4.5B

🔍

1

Search document pages with natural language queries
Runtime error

Agents

1

HydraQwen3.5-0.8B Demo

🐉

1

Ask questions about an uploaded PDF and get answers
Sleeping

Agents

HydraQwen-3.5-0.8B-Jev

🐉

Answer questions using document page images

Papers on late-interaction and visual document retrieval.

Hydra: Unifying Document Retrieval and Generation in a Single Vision-Language Model

Paper • 2603.28554 • Published Mar 30
Spatially-Grounded Document Retrieval via Patch-to-Region Relevance Propagation

Paper • 2512.02660 • Published Dec 2, 2025 • 1
KoVRE: Training an Efficient Embedding Model for Korean Visual Document Retrieval

Paper • 2608.01389 • Published Aug 2

Tiny vision-language models for visual document retrieval, built on UltraBERT.

athrael-soju/UltraVBERT

Visual Document Retrieval • 0.3B • Updated 6 days ago • 298 • 14
athrael-soju/ColUltraVBERT

Visual Document Retrieval • 0.3B • Updated 6 days ago • 617 • 8
athrael-soju/BiUltraVBERT

Visual Document Retrieval • 0.3B • Updated 6 days ago • 137 • 4

Hydra: retrieval and generation in one model

One LoRA switches a vision-language model between late-interaction retrieval and generation.

athrael-soju/HydraQwen3.5-4B

Visual Document Retrieval • Updated May 4 • 19 • 1
athrael-soju/HydraQwen3.5-0.8B

Visual Document Retrieval • Updated May 4 • 18
athrael-soju/HydraQwen3.5-0.8B-Jev

Visual Document Retrieval • Updated 24 days ago • 2
athrael-soju/HydraQwen2.5-Omni-3B

Visual Document Retrieval • Updated Apr 18 • 2

Late-interaction visual document retrievers on Qwen3.5.

athrael-soju/colqwen3.5-4.5B-v3

Visual Document Retrieval • 5B • Updated Aug 21 • 3.22k • 16

OBLITERATUS/Qwen3.8-27B-OBLITERATED

Text Generation • 28B • Updated Aug 24 • 509k • • 1.61k

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