Towards Open Foundation Decision Models
AI & ML interests
A programmable Mixture-of-Models router for heterogeneous LLM inference
Recent Activity
The model family for intelligent routing.
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vllm-sr/Vela-1.0-Encoder-307M-Embedding
Sentence Similarity • 0.3B • Updated • 14.9k • 11 -
vllm-sr/Vela-1.0-Encoder-307M-Domain
Text Classification • 0.3B • Updated • 7.51k • 1 -
vllm-sr/Vela-1.0-Encoder-307M-Shield
Text Classification • 0.3B • Updated • 195 • 2 -
vllm-sr/Vela-1.0-Encoder-307M-Guard
Text Classification • 0.3B • Updated • 5k • 2
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 • 12.3k • 2 -
vllm-sr/mmbert32k-jailbreak-detector-merged
Text Classification • 0.3B • Updated • 9.45k • 1 -
vllm-sr/mmbert32k-feedback-detector-merged
Text Classification • 0.3B • Updated • 5.9k • 1 -
vllm-sr/mmbert32k-feedback-detector-lora
Text Classification • Updated • 45 • 1
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 • 27k • 19 -
vllm-sr/multi-modal-embed-small
Sentence Similarity • 0.3B • Updated • 6.58k • 26 -
vllm-sr/mmbert-rerank-32k-2d-matryoshka
Text Classification • 0.3B • Updated • 84 • 4 -
vllm-sr/multi-modal-embed-large
Sentence Similarity • Updated • 95 • 1
Towards Open Foundation Decision Models
Towards Open Decision Foundation Models
The model family for intelligent routing.
-
vllm-sr/Vela-1.0-Encoder-307M-Embedding
Sentence Similarity • 0.3B • Updated • 14.9k • 11 -
vllm-sr/Vela-1.0-Encoder-307M-Domain
Text Classification • 0.3B • Updated • 7.51k • 1 -
vllm-sr/Vela-1.0-Encoder-307M-Shield
Text Classification • 0.3B • Updated • 195 • 2 -
vllm-sr/Vela-1.0-Encoder-307M-Guard
Text Classification • 0.3B • Updated • 5k • 2
long context models for MoM multilingual embeddings
-
vllm-sr/mmbert-embed-32k-2d-matryoshka
Sentence Similarity • 0.3B • Updated • 27k • 19 -
vllm-sr/multi-modal-embed-small
Sentence Similarity • 0.3B • Updated • 6.58k • 26 -
vllm-sr/mmbert-rerank-32k-2d-matryoshka
Text Classification • 0.3B • Updated • 84 • 4 -
vllm-sr/multi-modal-embed-large
Sentence Similarity • Updated • 95 • 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 • 12.3k • 2 -
vllm-sr/mmbert32k-jailbreak-detector-merged
Text Classification • 0.3B • Updated • 9.45k • 1 -
vllm-sr/mmbert32k-feedback-detector-merged
Text Classification • 0.3B • Updated • 5.9k • 1 -
vllm-sr/mmbert32k-feedback-detector-lora
Text Classification • Updated • 45 • 1