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Risk: All CRITICAL HIGH MEDIUM LOW
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trl-internal-testing/tiny-Qwen2ForCausalLM-2.5 HF PQC Verified

Text GenerationTransformersSafetensorsQwen2TrlConversational HIGH
LAION/LAION-Aesthetics V2 5+ HF PQC Verified

Subset of LAION-5B filtered for aesthetic quality. 600M image-text pairs scored >5.0 by aesthetic predictor. Standard for image generation training.

DatasetImage-Text600M pairsAesthetics CRITICAL
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distilbert/distilbert-base-uncased HF PQC Verified

Fill MaskTransformersPyTorchTfJAXRust HIGH
M
meta-llama/Llama-3.2-1B-Instruct HF PQC Verified

Text GenerationTransformersSafetensorsLLaMAFacebookMeta HIGH
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Qwen/Qwen3.5-4B HF PQC Verified

Image-Text-to-TextTransformersSafetensorsQwen3_5ConversationalBase_model:Qwen/Qwen3.5-4B-Base HIGH
B
BAAI/bge-base-en-v1.5 HF PQC Verified

Feature ExtractionSentence-TransformersPyTorchONNXSafetensorsBERT HIGH
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pyannote/speaker-diarization-3.1 HF PQC Verified

Speech RecognitionPyannote-AudioPyannotePyannote-Audio-PipelineAudioVoice MEDIUM
A
argmaxinc/whisperkit-coreml HF PQC Verified

Speech RecognitionWhisperkitCoremlWhisperAsrQuantized CRITICAL
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Qwen/Qwen2.5-3B-Instruct HF PQC Verified

Text GenerationTransformersSafetensorsQwen2ChatConversational HIGH
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sentence-transformers/paraphrase-multilingual-mpnet-base-v2 HF PQC Verified

Sentence SimilaritySentence-TransformersPyTorchTfONNXSafetensors HIGH
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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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ProsusAI/finbert HF PQC Verified

Text ClassificationTransformersPyTorchTfJAXBERT HIGH
O
openai/whisper-large-v3-turbo HF PQC Verified

Distilled Whisper model. 809M parameters — 6x faster than large-v3 with minimal quality loss.

TransformerSpeech Recognition809MFast HIGH
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FacebookAI/xlm-roberta-large HF PQC Verified

Fill MaskTransformersPyTorchTfJAXONNX HIGH
O
openai/GPT-OSS-20B HF PQC Verified

OpenAI's first open-source model release. 20B parameter GPT architecture trained on diverse web data.

TransformerText Generation20BBase CRITICAL
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pyannote/segmentation-3.0 HF PQC Verified

Voice-Activity-DetectionPyannote-AudioPyTorchPyannotePyannote-Audio-ModelAudio MEDIUM
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dima806/fairface_age_image_detection HF PQC Verified

Image-ClassificationTransformersSafetensorsVitBase_model:google/vit-Base-Patch16-224-In21kBase_model:finetune:google/vit-Base-Patch16-224-In21k HIGH
I
intfloat/multilingual-e5-base HF PQC Verified

Sentence SimilaritySentence-TransformersPyTorchONNXSafetensorsOpenvino HIGH
A
antirez/deepseek-v4-gguf HF PQC Verified

Text GenerationGGUFQuantizedDeepseekDeepseek-V4Deepseek-V4-Flash CRITICAL
O
openai/whisper-base HF PQC Verified

Speech RecognitionTransformersPyTorchTfJAXSafetensors HIGH
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