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Collections

Discover the best community collections!

Collections including paper arxiv:2604.02045

BidirLM - Embedding

about 11 hours ago

BidirLM/BidirLM-Omni-2.5B-Embedding

Sentence Similarity • 2B • Updated 21 days ago • 4.32k • 41
BidirLM/BidirLM-1.7B-Embedding

Sentence Similarity • 2B • Updated 4 days ago • 201 • 5
BidirLM/BidirLM-1B-Embedding

Sentence Similarity • 1.0B • Updated 4 days ago • 1.73k • 3
BidirLM/BidirLM-0.6B-Embedding

Sentence Similarity • 0.6B • Updated 4 days ago • 126 • 3

BidirLM is a family of 5 frontier bidirectional encoders, including an omnimodal variant at 2.5B.

BidirLM: From Text to Omnimodal Bidirectional Encoders by Adapting and Composing Causal LLMs

Paper • 2604.02045 • Published Apr 2 • 38
BidirLM/BidirLM-Omni-2.5B-Embedding

Sentence Similarity • 2B • Updated 21 days ago • 4.32k • 41
BidirLM/BidirLM-1.7B-Embedding

Sentence Similarity • 2B • Updated 4 days ago • 201 • 5
BidirLM/BidirLM-1B-Embedding

Sentence Similarity • 1.0B • Updated 4 days ago • 1.73k • 3

BidirLM-Embedding

BidirLM is a family of 5 frontier bidirectional encoders, including an omnimodal variant at 2.5B.

BidirLM/BidirLM-Omni-2.5B-Embedding

Sentence Similarity • 2B • Updated 21 days ago • 4.32k • 41
BidirLM/BidirLM-1.7B-Embedding

Sentence Similarity • 2B • Updated 4 days ago • 201 • 5
BidirLM/BidirLM-1B-Embedding

Sentence Similarity • 1.0B • Updated 4 days ago • 1.73k • 3
BidirLM/BidirLM-0.6B-Embedding

Sentence Similarity • 0.6B • Updated 4 days ago • 126 • 3

Multimodal Embedding Papers

about 3 hours ago

BidirLM: From Text to Omnimodal Bidirectional Encoders by Adapting and Composing Causal LLMs

Paper • 2604.02045 • Published Apr 2 • 38
Nomic Embed Vision: Expanding the Latent Space

Paper • 2406.18587 • Published Jun 6, 2024 • 1

BidirLM Embedding

BidirLM/BidirLM-Omni-2.5B-Embedding

Sentence Similarity • 2B • Updated 21 days ago • 4.32k • 41
BidirLM/BidirLM-1.7B-Embedding

Sentence Similarity • 2B • Updated 4 days ago • 201 • 5
BidirLM/BidirLM-1B-Embedding

Sentence Similarity • 1.0B • Updated 4 days ago • 1.73k • 3
BidirLM/BidirLM-0.6B-Embedding

Sentence Similarity • 0.6B • Updated 4 days ago • 126 • 3

BidirLM-Contrastive-Datasets

BidirLM/BidirLM-Contrastive

Viewer • Updated 20 days ago • 30.5M • 768 • 3
BidirLM/BidirLM-Omni-Contrastive

Updated 20 days ago • 108 • 4
BidirLM: From Text to Omnimodal Bidirectional Encoders by Adapting and Composing Causal LLMs

Paper • 2604.02045 • Published Apr 2 • 38

BidirLM-Base (Dev only)

This collection provides exclusively mask-trained BidirLM models intended strictly for downstream tasks or continuous pretraining.

BidirLM/BidirLM-1.7B-Base

Fill-Mask • 2B • Updated Apr 7 • 34 • 1
BidirLM/BidirLM-1B-Base

Fill-Mask • 1.0B • Updated Apr 7 • 13
BidirLM/BidirLM-0.6B-Base

Fill-Mask • 0.6B • Updated Apr 7 • 27
BidirLM/BidirLM-270M-Base

Fill-Mask • 0.3B • Updated Apr 7 • 70

BidirLM - Embedding

about 11 hours ago

BidirLM/BidirLM-Omni-2.5B-Embedding

Sentence Similarity • 2B • Updated 21 days ago • 4.32k • 41
BidirLM/BidirLM-1.7B-Embedding

Sentence Similarity • 2B • Updated 4 days ago • 201 • 5
BidirLM/BidirLM-1B-Embedding

Sentence Similarity • 1.0B • Updated 4 days ago • 1.73k • 3
BidirLM/BidirLM-0.6B-Embedding

Sentence Similarity • 0.6B • Updated 4 days ago • 126 • 3

BidirLM Embedding

BidirLM/BidirLM-Omni-2.5B-Embedding

Sentence Similarity • 2B • Updated 21 days ago • 4.32k • 41
BidirLM/BidirLM-1.7B-Embedding

Sentence Similarity • 2B • Updated 4 days ago • 201 • 5
BidirLM/BidirLM-1B-Embedding

Sentence Similarity • 1.0B • Updated 4 days ago • 1.73k • 3
BidirLM/BidirLM-0.6B-Embedding

Sentence Similarity • 0.6B • Updated 4 days ago • 126 • 3

BidirLM is a family of 5 frontier bidirectional encoders, including an omnimodal variant at 2.5B.

BidirLM: From Text to Omnimodal Bidirectional Encoders by Adapting and Composing Causal LLMs

Paper • 2604.02045 • Published Apr 2 • 38
BidirLM/BidirLM-Omni-2.5B-Embedding

Sentence Similarity • 2B • Updated 21 days ago • 4.32k • 41
BidirLM/BidirLM-1.7B-Embedding

Sentence Similarity • 2B • Updated 4 days ago • 201 • 5
BidirLM/BidirLM-1B-Embedding

Sentence Similarity • 1.0B • Updated 4 days ago • 1.73k • 3

BidirLM-Contrastive-Datasets

BidirLM/BidirLM-Contrastive

Viewer • Updated 20 days ago • 30.5M • 768 • 3
BidirLM/BidirLM-Omni-Contrastive

Updated 20 days ago • 108 • 4
BidirLM: From Text to Omnimodal Bidirectional Encoders by Adapting and Composing Causal LLMs

Paper • 2604.02045 • Published Apr 2 • 38

BidirLM-Embedding

BidirLM is a family of 5 frontier bidirectional encoders, including an omnimodal variant at 2.5B.

BidirLM/BidirLM-Omni-2.5B-Embedding

Sentence Similarity • 2B • Updated 21 days ago • 4.32k • 41
BidirLM/BidirLM-1.7B-Embedding

Sentence Similarity • 2B • Updated 4 days ago • 201 • 5
BidirLM/BidirLM-1B-Embedding

Sentence Similarity • 1.0B • Updated 4 days ago • 1.73k • 3
BidirLM/BidirLM-0.6B-Embedding

Sentence Similarity • 0.6B • Updated 4 days ago • 126 • 3

BidirLM-Base (Dev only)

This collection provides exclusively mask-trained BidirLM models intended strictly for downstream tasks or continuous pretraining.

BidirLM/BidirLM-1.7B-Base

Fill-Mask • 2B • Updated Apr 7 • 34 • 1
BidirLM/BidirLM-1B-Base

Fill-Mask • 1.0B • Updated Apr 7 • 13
BidirLM/BidirLM-0.6B-Base

Fill-Mask • 0.6B • Updated Apr 7 • 27
BidirLM/BidirLM-270M-Base

Fill-Mask • 0.3B • Updated Apr 7 • 70

Multimodal Embedding Papers

about 3 hours ago

BidirLM: From Text to Omnimodal Bidirectional Encoders by Adapting and Composing Causal LLMs

Paper • 2604.02045 • Published Apr 2 • 38
Nomic Embed Vision: Expanding the Latent Space

Paper • 2406.18587 • Published Jun 6, 2024 • 1

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