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 • 2.57k • 69 -
vllm-sr/Decision-2.0-Lux-9B
Zero-Shot Classification • Updated • 850 • 41 -
vllm-sr/Decision-2.0-Nox-4B
Zero-Shot Classification • Updated • 1.34k • 30 -
vllm-sr/Decision-2.0-Sol-2B
Zero-Shot Classification • Updated • 923 • 17
The model family for intelligent routing.
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vllm-sr/Vela-1.0-Encoder-307M-Embedding
Sentence Similarity • 0.3B • Updated • 19.8k • 11 -
vllm-sr/Vela-1.0-Encoder-307M-Domain
Text Classification • 0.3B • Updated • 8.57k • 2 -
vllm-sr/Vela-1.0-Encoder-307M-Shield
Text Classification • 0.3B • Updated • 249 • 3 -
vllm-sr/Vela-1.0-Encoder-307M-Guard
Text Classification • 0.3B • Updated • 5.81k • 3
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 • 8.38k • 2 -
vllm-sr/mmbert32k-jailbreak-detector-merged
Text Classification • 0.3B • Updated • 7.63k • 1 -
vllm-sr/mmbert32k-feedback-detector-merged
Text Classification • 0.3B • Updated • 4.49k • 1 -
vllm-sr/mmbert32k-feedback-detector-lora
Text Classification • Updated • 48 • 1
Towards Open Foundation Routing Models
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vllm-sr/Vela-2.0-0.3B
Zero-Shot Classification • 0.3B • Updated • 1.03k • 31 -
vllm-sr/Vela-2.0-0.8B
Zero-Shot Classification • 0.8B • Updated • 255 • 19 -
vllm-sr/Vela-2.0-4B
Zero-Shot Classification • 4B • Updated • 166 • 12 -
vllm-sr/Vela-2.0-9B
Zero-Shot Classification • 8B • Updated • 147 • 36
Towards Open Decision Foundation Models
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vllm-sr/Decision-1.0-Lux-9B
Zero-Shot Classification • Updated • 374 • 17 -
vllm-sr/Decision-1.0-Nox-4B
Zero-Shot Classification • Updated • 426 • 16 -
vllm-sr/Decision-1.0-Sol-2B
Zero-Shot Classification • Updated • 273 • 5 -
vllm-sr/Decision-1.0-Eos-0.8B
Zero-Shot Classification • Updated • 275 • 4
long context models for MoM multilingual embeddings
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vllm-sr/mmbert-embed-32k-2d-matryoshka
Sentence Similarity • 0.3B • Updated • 19.9k • 19 -
vllm-sr/multi-modal-embed-small
Sentence Similarity • 0.3B • Updated • 5.8k • 27 -
vllm-sr/mmbert-rerank-32k-2d-matryoshka
Text Classification • 0.3B • Updated • 87 • 4 -
vllm-sr/multi-modal-embed-large
Sentence Similarity • Updated • 111 • 1
Towards Open Multimodal Foundation Decision Models
Towards Open Foundation Routing Models
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vllm-sr/Vela-2.0-0.3B
Zero-Shot Classification • 0.3B • Updated • 1.03k • 31 -
vllm-sr/Vela-2.0-0.8B
Zero-Shot Classification • 0.8B • Updated • 255 • 19 -
vllm-sr/Vela-2.0-4B
Zero-Shot Classification • 4B • Updated • 166 • 12 -
vllm-sr/Vela-2.0-9B
Zero-Shot Classification • 8B • Updated • 147 • 36
Towards Open Foundation Decision Models
-
vllm-sr/Decision-2.0-Vega-27B
Zero-Shot Classification • Updated • 2.57k • 69 -
vllm-sr/Decision-2.0-Lux-9B
Zero-Shot Classification • Updated • 850 • 41 -
vllm-sr/Decision-2.0-Nox-4B
Zero-Shot Classification • Updated • 1.34k • 30 -
vllm-sr/Decision-2.0-Sol-2B
Zero-Shot Classification • Updated • 923 • 17
Towards Open Decision Foundation Models
-
vllm-sr/Decision-1.0-Lux-9B
Zero-Shot Classification • Updated • 374 • 17 -
vllm-sr/Decision-1.0-Nox-4B
Zero-Shot Classification • Updated • 426 • 16 -
vllm-sr/Decision-1.0-Sol-2B
Zero-Shot Classification • Updated • 273 • 5 -
vllm-sr/Decision-1.0-Eos-0.8B
Zero-Shot Classification • Updated • 275 • 4
The model family for intelligent routing.
-
vllm-sr/Vela-1.0-Encoder-307M-Embedding
Sentence Similarity • 0.3B • Updated • 19.8k • 11 -
vllm-sr/Vela-1.0-Encoder-307M-Domain
Text Classification • 0.3B • Updated • 8.57k • 2 -
vllm-sr/Vela-1.0-Encoder-307M-Shield
Text Classification • 0.3B • Updated • 249 • 3 -
vllm-sr/Vela-1.0-Encoder-307M-Guard
Text Classification • 0.3B • Updated • 5.81k • 3
long context models for MoM multilingual embeddings
-
vllm-sr/mmbert-embed-32k-2d-matryoshka
Sentence Similarity • 0.3B • Updated • 19.9k • 19 -
vllm-sr/multi-modal-embed-small
Sentence Similarity • 0.3B • Updated • 5.8k • 27 -
vllm-sr/mmbert-rerank-32k-2d-matryoshka
Text Classification • 0.3B • Updated • 87 • 4 -
vllm-sr/multi-modal-embed-large
Sentence Similarity • Updated • 111 • 1
long context models for MoM multilingual classifier (domain, jailbreak, pii, factual, feedback, modality)
-
vllm-sr/mmbert32k-intent-classifier-merged
Text Classification • 0.3B • Updated • 8.38k • 2 -
vllm-sr/mmbert32k-jailbreak-detector-merged
Text Classification • 0.3B • Updated • 7.63k • 1 -
vllm-sr/mmbert32k-feedback-detector-merged
Text Classification • 0.3B • Updated • 4.49k • 1 -
vllm-sr/mmbert32k-feedback-detector-lora
Text Classification • Updated • 48 • 1