Towards Open Multimodal Foundation Decision Models
AI & ML interests
An open, programmable decision layer for models and compute.
Recent Activity
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Towards Open Foundation Decision Models
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vllm-sr/Decision-2.0-Vega-27B
Zero-Shot Classification • Updated • 3.05k • 77 -
vllm-sr/Decision-2.0-Lux-9B
Zero-Shot Classification • Updated • 1.64k • 43 -
vllm-sr/Decision-2.0-Nox-4B
Zero-Shot Classification • Updated • 2.67k • 32 -
vllm-sr/Decision-2.0-Sol-2B
Zero-Shot Classification • Updated • 1.42k • 18
The model family for intelligent routing.
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vllm-sr/Vela-1.0-Encoder-307M-Embedding
Sentence Similarity • 0.3B • Updated • 19.2k • • 11 -
vllm-sr/Vela-1.0-Encoder-307M-Domain
Text Classification • 0.3B • Updated • 5.31k • • 3 -
vllm-sr/Vela-1.0-Encoder-307M-Shield
Text Classification • 0.3B • Updated • 411 • 5 -
vllm-sr/Vela-1.0-Encoder-307M-Guard
Text Classification • 0.3B • Updated • 3.73k • • 4
long context models for MoM multilingual classifier (domain, jailbreak, pii, factual, feedback, modality)
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vllm-sr/mmbert32k-intent-classifier-merged
Text Classification • 0.3B • Updated • 4.74k • 3 -
vllm-sr/mmbert32k-jailbreak-detector-merged
Text Classification • 0.3B • Updated • 4.58k • 2 -
vllm-sr/mmbert32k-feedback-detector-merged
Text Classification • 0.3B • Updated • 2.85k • • 2 -
vllm-sr/mmbert32k-feedback-detector-lora
Text Classification • Updated • 46 • 2
Towards Open Foundation Routing Models
Towards Open Decision Foundation Models
long context models for MoM multilingual embeddings
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vllm-sr/mmbert-embed-32k-2d-matryoshka
Sentence Similarity • 0.3B • Updated • 10.4k • • 20 -
vllm-sr/multi-modal-embed-small
Sentence Similarity • 0.3B • Updated • 2.72k • • 28 -
vllm-sr/mmbert-rerank-32k-2d-matryoshka
Text Classification • 0.3B • Updated • 101 • 7 -
vllm-sr/multi-modal-embed-large
Sentence Similarity • Updated • 130 • 3
Towards Open Multimodal Foundation Decision Models
Towards Open Foundation Routing Models
Towards Open Foundation Decision Models
-
vllm-sr/Decision-2.0-Vega-27B
Zero-Shot Classification • Updated • 3.05k • 77 -
vllm-sr/Decision-2.0-Lux-9B
Zero-Shot Classification • Updated • 1.64k • 43 -
vllm-sr/Decision-2.0-Nox-4B
Zero-Shot Classification • Updated • 2.67k • 32 -
vllm-sr/Decision-2.0-Sol-2B
Zero-Shot Classification • Updated • 1.42k • 18
Towards Open Decision Foundation Models
The model family for intelligent routing.
-
vllm-sr/Vela-1.0-Encoder-307M-Embedding
Sentence Similarity • 0.3B • Updated • 19.2k • • 11 -
vllm-sr/Vela-1.0-Encoder-307M-Domain
Text Classification • 0.3B • Updated • 5.31k • • 3 -
vllm-sr/Vela-1.0-Encoder-307M-Shield
Text Classification • 0.3B • Updated • 411 • 5 -
vllm-sr/Vela-1.0-Encoder-307M-Guard
Text Classification • 0.3B • Updated • 3.73k • • 4
long context models for MoM multilingual embeddings
-
vllm-sr/mmbert-embed-32k-2d-matryoshka
Sentence Similarity • 0.3B • Updated • 10.4k • • 20 -
vllm-sr/multi-modal-embed-small
Sentence Similarity • 0.3B • Updated • 2.72k • • 28 -
vllm-sr/mmbert-rerank-32k-2d-matryoshka
Text Classification • 0.3B • Updated • 101 • 7 -
vllm-sr/multi-modal-embed-large
Sentence Similarity • Updated • 130 • 3
long context models for MoM multilingual classifier (domain, jailbreak, pii, factual, feedback, modality)
-
vllm-sr/mmbert32k-intent-classifier-merged
Text Classification • 0.3B • Updated • 4.74k • 3 -
vllm-sr/mmbert32k-jailbreak-detector-merged
Text Classification • 0.3B • Updated • 4.58k • 2 -
vllm-sr/mmbert32k-feedback-detector-merged
Text Classification • 0.3B • Updated • 2.85k • • 2 -
vllm-sr/mmbert32k-feedback-detector-lora
Text Classification • Updated • 46 • 2