Towards Open Decision Foundation Models
AI & ML interests
A programmable Mixture-of-Models router for heterogeneous LLM inference
Recent Activity
View all activity
long context models for MoM multilingual embeddings
-
vllm-sr/mmbert-embed-32k-2d-matryoshka
Sentence Similarity • 0.3B • Updated • 31.6k • • 19 -
vllm-sr/multi-modal-embed-small
Sentence Similarity • 0.3B • Updated • 7.09k • • 25 -
vllm-sr/mmbert-rerank-32k-2d-matryoshka
Text Classification • 0.3B • Updated • 104 • 4 -
vllm-sr/multi-modal-embed-large
Sentence Similarity • Updated • 70 • 1
The model family for intelligent routing.
-
vllm-sr/Vela-1.0-Encoder-307M-Embedding
Sentence Similarity • 0.3B • Updated • 13.4k • • 11 -
vllm-sr/Vela-1.0-Encoder-307M-Domain
Text Classification • 0.3B • Updated • 6.71k • 1 -
vllm-sr/Vela-1.0-Encoder-307M-Shield
Text Classification • 0.3B • Updated • 147 • 2 -
vllm-sr/Vela-1.0-Encoder-307M-Guard
Text Classification • 0.3B • Updated • 4.53k • 2
long context models for MoM multilingual classifier (domain, jailbreak, pii, factual, feedback, modality)
-
vllm-sr/mmbert32k-intent-classifier-merged
Text Classification • 0.3B • Updated • 15.2k • 2 -
vllm-sr/mmbert32k-jailbreak-detector-merged
Text Classification • 0.3B • Updated • 11.3k • 1 -
vllm-sr/mmbert32k-feedback-detector-merged
Text Classification • 0.3B • Updated • 7.17k • 1 -
vllm-sr/mmbert32k-feedback-detector-lora
Text Classification • Updated • 25 • 1
Towards Open Decision Foundation Models
The model family for intelligent routing.
-
vllm-sr/Vela-1.0-Encoder-307M-Embedding
Sentence Similarity • 0.3B • Updated • 13.4k • • 11 -
vllm-sr/Vela-1.0-Encoder-307M-Domain
Text Classification • 0.3B • Updated • 6.71k • 1 -
vllm-sr/Vela-1.0-Encoder-307M-Shield
Text Classification • 0.3B • Updated • 147 • 2 -
vllm-sr/Vela-1.0-Encoder-307M-Guard
Text Classification • 0.3B • Updated • 4.53k • 2
long context models for MoM multilingual embeddings
-
vllm-sr/mmbert-embed-32k-2d-matryoshka
Sentence Similarity • 0.3B • Updated • 31.6k • • 19 -
vllm-sr/multi-modal-embed-small
Sentence Similarity • 0.3B • Updated • 7.09k • • 25 -
vllm-sr/mmbert-rerank-32k-2d-matryoshka
Text Classification • 0.3B • Updated • 104 • 4 -
vllm-sr/multi-modal-embed-large
Sentence Similarity • Updated • 70 • 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 • 15.2k • 2 -
vllm-sr/mmbert32k-jailbreak-detector-merged
Text Classification • 0.3B • Updated • 11.3k • 1 -
vllm-sr/mmbert32k-feedback-detector-merged
Text Classification • 0.3B • Updated • 7.17k • 1 -
vllm-sr/mmbert32k-feedback-detector-lora
Text Classification • Updated • 25 • 1