PII-TRACE benchmark, and PII detection and masking for multi-turn conversational data: token-level BIOES tagger + conversation sensitivity classifier.
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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 • 51.1k • 229 -
perplexity-ai/pplx-embed-context-v1-0.6b
Feature Extraction • 0.6B • Updated • 5.09k • 56 -
perplexity-ai/pplx-embed-v1-4b
Feature Extraction • 4B • Updated • 5.03k • 62
PII-TRACE benchmark, and PII detection and masking for multi-turn conversational data: token-level BIOES tagger + conversation sensitivity classifier.
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 • 51.1k • 229 -
perplexity-ai/pplx-embed-context-v1-0.6b
Feature Extraction • 0.6B • Updated • 5.09k • 56 -
perplexity-ai/pplx-embed-v1-4b
Feature Extraction • 4B • Updated • 5.03k • 62
models 18
perplexity-ai/pii-masking-vllm
Token Classification • 0.6B • Updated • 611 • 1
perplexity-ai/pplx-pii-masking
Token Classification • 0.6B • Updated • 2.73k • 63
perplexity-ai/pplx-pii-masking-MLX
Token Classification • Updated • 9.45k • 3
perplexity-ai/pplx-pii-masking-GGUF
Token Classification • 0.6B • Updated • 2.37k • 1
perplexity-ai/llama-cpp-linux-binaries
Updated • 1
perplexity-ai/pplx-computer-qwen-3-8-27b-dflash2-gguf-20260826
27B • Updated • 5.53k • 2
perplexity-ai/pplx-computer-vllm-dflash2
Updated • 2
perplexity-ai/pplx-computer-qwen-3-8-27b-dflash2-20260824
19B • Updated • 1.14k • 12
perplexity-ai/pplx-qwen-3-8-27b-dflash2-20260819
19B • Updated • 754 • 3
perplexity-ai/pplx-embed-v1-late-0.6b
Feature Extraction • 0.6B • Updated • 1.5k • 32