PII detection and masking for conversational data: token-level BIOES tagger + conversation sensitivity classifier, and the PII benchmark.
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Diffusion-Pretrained Dense and Contextual Embeddings
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Diffusion-Pretrained Dense and Contextual Embeddings
Paper • 2602.11151 • Published • 25 -
perplexity-ai/pplx-embed-v1-0.6b
Feature Extraction • 0.6B • Updated • 45.6k • 229 -
perplexity-ai/pplx-embed-context-v1-0.6b
Feature Extraction • 0.6B • Updated • 5.64k • 56 -
perplexity-ai/pplx-embed-v1-4b
Feature Extraction • 4B • Updated • 12.1k • 61
PII detection and masking for conversational data: token-level BIOES tagger + conversation sensitivity classifier, and the PII benchmark.
Diffusion-Pretrained Dense and Contextual Embeddings
-
Diffusion-Pretrained Dense and Contextual Embeddings
Paper • 2602.11151 • Published • 25 -
perplexity-ai/pplx-embed-v1-0.6b
Feature Extraction • 0.6B • Updated • 45.6k • 229 -
perplexity-ai/pplx-embed-context-v1-0.6b
Feature Extraction • 0.6B • Updated • 5.64k • 56 -
perplexity-ai/pplx-embed-v1-4b
Feature Extraction • 4B • Updated • 12.1k • 61
models 17
perplexity-ai/pplx-pii-masking
Token Classification • 0.6B • Updated • 1.1k • 56
perplexity-ai/llama-cpp-linux-binaries
Updated • 1
perplexity-ai/pplx-computer-qwen-3-8-27b-dflash2-gguf-20260826
27B • Updated • 672 • 2
perplexity-ai/pplx-computer-vllm-dflash2
Updated • 2
perplexity-ai/pplx-computer-qwen-3-8-27b-dflash2-20260824
19B • Updated • 879 • 12
perplexity-ai/pplx-qwen-3-8-27b-dflash2-20260819
19B • Updated • 506 • 3
perplexity-ai/pplx-embed-v1-late-0.6b
Feature Extraction • 0.6B • Updated • 1.78k • 31
perplexity-ai/pplx-pii-masking-vllm-tmp
Token Classification • 0.6B • Updated • 674 • 2
perplexity-ai/pplx-pii-masking-MLX
Token Classification • Updated • 3.91k • 2
perplexity-ai/pplx-pii-masking-GGUF
Token Classification • 0.6B • Updated • 241 • 1