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Risk: All CRITICAL HIGH MEDIUM LOW
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deepseek-ai/DeepSeek-R1 HF Ollama PQC Verified

DeepSeek's reasoning model. Chain-of-thought reasoning with 671B MoE architecture, rivaling frontier closed models.

MoEText Generation671BReasoningChain-of-Thought CRITICAL
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meta-llama/Llama-3.2-3B-Instruct HF Ollama PQC Verified

Compact 3B parameter Llama model optimized for on-device and edge deployment scenarios.

TransformerText Generation3BInstructEdge HIGH
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BAAI/bge-reranker-base HF PQC Verified

Text ClassificationSentence-TransformersPyTorchONNXSafetensorsXlm-Roberta HIGH
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Qwen/Qwen2.5-VL-3B-Instruct HF PQC Verified

Image-Text-to-TextTransformersSafetensorsQwen2_5_vlMultimodalConversational CRITICAL
tatsu-lab/Stanford Alpaca HF PQC Verified

Instruction-following dataset of 52K examples generated from text-davinci-003. Foundational instruction tuning dataset.

DatasetInstruction52K examples CRITICAL
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answerdotai/ModernBERT-base HF PQC Verified

Fill MaskTransformersPyTorchONNXSafetensorsModernbert HIGH
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MahmoudAshraf/mms-300m-1130-forced-aligner HF PQC Verified

Speech RecognitionTransformersPyTorchSafetensorsWav2vec2Mms HIGH
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jonatasgrosman/wav2vec2-large-xlsr-53-portuguese HF PQC Verified

Speech RecognitionTransformersPyTorchJAXWav2vec2Audio HIGH
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Qwen/Qwen3.5-35B-A3B HF PQC Verified

Image-Text-to-TextTransformersSafetensorsQwen3_5_moeConversationalBase_model:Qwen/Qwen3.5-35B-A3B-Base CRITICAL
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Xenova/all-MiniLM-L6-v2 HF Unverified

Feature ExtractionTransformers.jsONNXBERTBase_model:sentence-Transformers/all-MiniLM-L6-V2Base_model:quantized:sentence-Transformers/all-MiniLM-L6-V2 MEDIUM
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Qwen/Qwen2-VL-7B-Instruct HF Unverified

Image-Text-to-TextTransformersSafetensorsQwen2_vlMultimodalConversational CRITICAL
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distilbert/distilbert-base-uncased-finetuned-sst-2-english HF PQC Verified

Text ClassificationTransformersPyTorchTfRustONNX HIGH
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google/gemma-4-E2B-it HF Unverified

Any-To-AnyTransformersSafetensorsGemma4Image-Text-to-TextEval-Results HIGH
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pyannote/voice-activity-detection HF PQC Verified

Speech RecognitionPyannote-AudioPyannotePyannote-Audio-PipelineAudioVoice MEDIUM
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microsoft/table-transformer-detection HF PQC Verified

Object-DetectionTransformersPyTorchSafetensorsTable-Transformer MEDIUM
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Qwen/Qwen3.6-35B-A3B HF Unverified

Image-Text-to-TextTransformersSafetensorsQwen3_5_moeConversationalEval-Results CRITICAL
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cardiffnlp/twitter-roberta-base-sentiment-latest HF PQC Verified

Text ClassificationTransformersPyTorchTfRobertaEnglish MEDIUM
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Qwen/Qwen2.5-32B-Instruct HF PQC Verified

Text GenerationTransformersSafetensorsQwen2ChatConversational CRITICAL
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Qwen/Qwen3.5-27B HF PQC Verified

Image-Text-to-TextTransformersSafetensorsQwen3_5ConversationalEval-Results CRITICAL
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sentence-transformers/paraphrase-MiniLM-L6-v2 HF PQC Verified

Sentence SimilaritySentence-TransformersPyTorchTfONNXSafetensors MEDIUM
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