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 • 28.3k • 228 -
perplexity-ai/pplx-embed-context-v1-0.6b
Feature Extraction • 0.6B • Updated • 13.8k • 56 -
perplexity-ai/pplx-embed-v1-4b
Feature Extraction • 4B • Updated • 11.5k • 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 • 28.3k • 228 -
perplexity-ai/pplx-embed-context-v1-0.6b
Feature Extraction • 0.6B • Updated • 13.8k • 56 -
perplexity-ai/pplx-embed-v1-4b
Feature Extraction • 4B • Updated • 11.5k • 61
models 16
perplexity-ai/pplx-pii-masking
Token Classification • 0.6B • Updated • 37
perplexity-ai/llama-cpp-linux-binaries
Updated
perplexity-ai/pplx-computer-qwen-3-8-27b-dflash2-gguf-20260826
27B • Updated • 78
perplexity-ai/pplx-computer-vllm-dflash2
Updated • 1
perplexity-ai/pplx-computer-qwen-3-8-27b-dflash2-20260824
19B • Updated • 623 • 10
perplexity-ai/pplx-qwen-3-8-27b-dflash2-20260819
19B • Updated • 362 • 1
perplexity-ai/pplx-embed-v1-late-0.6b
Feature Extraction • 0.6B • Updated • 1.71k • 30
perplexity-ai/pplx-pii-masking-vllm
Token Classification • 0.6B • Updated • 537 • 1
perplexity-ai/pplx-pii-masking-MLX
Token Classification • Updated • 44 • 1
perplexity-ai/pplx-pii-masking-GGUF
Token Classification • 0.6B • Updated • 99