Towards Open Decision Foundation Models
AI & ML interests
A programmable Mixture-of-Models router for heterogeneous LLM inference
long context models for MoM multilingual embeddings
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llm-semantic-router/mmbert-embed-32k-2d-matryoshka
Sentence Similarity • 0.3B • Updated • 35k • • 19 -
llm-semantic-router/multi-modal-embed-small
Sentence Similarity • 0.3B • Updated • 7.6k • • 25 -
llm-semantic-router/mmbert-rerank-32k-2d-matryoshka
Text Classification • 0.3B • Updated • 103 • 4 -
llm-semantic-router/multi-modal-embed-large
Sentence Similarity • Updated • 66 • 1
The model family for intelligent routing.
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Vela Studio
⛵10Explore Vela models for language, images, and speech.
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llm-semantic-router/Vela-1.0-Encoder-307M-Embedding
Sentence Similarity • 0.3B • Updated • 11.9k • • 11 -
llm-semantic-router/Vela-1.0-Encoder-307M-Domain
Text Classification • 0.3B • Updated • 5.84k • 1 -
llm-semantic-router/Vela-1.0-Encoder-307M-Shield
Text Classification • 0.3B • Updated • 121 • 2
long context models for MoM multilingual classifier (domain, jailbreak, pii, factual, feedback, modality)
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llm-semantic-router/mmbert32k-intent-classifier-merged
Text Classification • 0.3B • Updated • 17.6k • 2 -
llm-semantic-router/mmbert32k-jailbreak-detector-merged
Text Classification • 0.3B • Updated • 12.8k • 1 -
llm-semantic-router/mmbert32k-feedback-detector-merged
Text Classification • 0.3B • Updated • 8.54k • 1 -
llm-semantic-router/mmbert32k-feedback-detector-lora
Text Classification • Updated • 24 • 1
Towards Open Decision Foundation Models
The model family for intelligent routing.
-
Vela Studio
⛵10Explore Vela models for language, images, and speech.
-
llm-semantic-router/Vela-1.0-Encoder-307M-Embedding
Sentence Similarity • 0.3B • Updated • 11.9k • • 11 -
llm-semantic-router/Vela-1.0-Encoder-307M-Domain
Text Classification • 0.3B • Updated • 5.84k • 1 -
llm-semantic-router/Vela-1.0-Encoder-307M-Shield
Text Classification • 0.3B • Updated • 121 • 2
long context models for MoM multilingual embeddings
-
llm-semantic-router/mmbert-embed-32k-2d-matryoshka
Sentence Similarity • 0.3B • Updated • 35k • • 19 -
llm-semantic-router/multi-modal-embed-small
Sentence Similarity • 0.3B • Updated • 7.6k • • 25 -
llm-semantic-router/mmbert-rerank-32k-2d-matryoshka
Text Classification • 0.3B • Updated • 103 • 4 -
llm-semantic-router/multi-modal-embed-large
Sentence Similarity • Updated • 66 • 1
long context models for MoM multilingual classifier (domain, jailbreak, pii, factual, feedback, modality)
-
llm-semantic-router/mmbert32k-intent-classifier-merged
Text Classification • 0.3B • Updated • 17.6k • 2 -
llm-semantic-router/mmbert32k-jailbreak-detector-merged
Text Classification • 0.3B • Updated • 12.8k • 1 -
llm-semantic-router/mmbert32k-feedback-detector-merged
Text Classification • 0.3B • Updated • 8.54k • 1 -
llm-semantic-router/mmbert32k-feedback-detector-lora
Text Classification • Updated • 24 • 1