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Risk: All CRITICAL HIGH MEDIUM LOW
Q
Qwen/Qwen3-8B HF Ollama PQC Verified

Latest Qwen 3 model with 8B parameters. State-of-the-art reasoning and instruction following.

TransformerText Generation8BReasoning HIGH
U
unsloth/Qwen3-Coder-30B-A3B-Instruct-GGUF HF Unverified

Text GenerationTransformersGGUFUnslothQwen3Qwen CRITICAL
T
timm/efficientnet_b3.ra2_in1k HF Unverified

Image-ClassificationTimmPyTorchSafetensorsTransformers MEDIUM
I
intfloat/multilingual-e5-small HF PQC Verified

Sentence SimilaritySentence-TransformersPyTorchONNXSafetensorsOpenvino HIGH
D
deepseek-ai/DeepSeek-V3.2 HF PQC Verified

Text GenerationTransformersSafetensorsDeepseek_v32Base_model:deepseek-Ai/DeepSeek-V3.2-Exp-BaseBase_model:finetune:deepseek-Ai/DeepSeek-V3.2-Exp-Base CRITICAL
H
hexgrad/Kokoro-82M HF PQC Verified

Text-To-SpeechBase_model:yl4579/StyleTTS2-LJSpeechBase_model:finetune:yl4579/StyleTTS2-LJSpeechDoi:10.57967/hf/4329English MEDIUM
B
BAAI/bge-large-en-v1.5 HF PQC Verified

Feature ExtractionSentence-TransformersPyTorchONNXSafetensorsBERT HIGH
A
argmaxinc/whisperkit-coreml HF PQC Verified

Speech RecognitionWhisperkitCoremlWhisperAsrQuantized CRITICAL
B
BAAI/bge-base-en-v1.5 HF PQC Verified

Feature ExtractionSentence-TransformersPyTorchONNXSafetensorsBERT HIGH
G
google/gemma-4-26B-A4B-it HF PQC Verified

Image-Text-to-TextTransformersSafetensorsGemma4ConversationalEval-Results CRITICAL
S
sentence-transformers/paraphrase-multilingual-mpnet-base-v2 HF PQC Verified

Sentence SimilaritySentence-TransformersPyTorchTfONNXSafetensors HIGH
Q
Qwen/Qwen3.6-35B-A3B-FP8 HF PQC Verified

Image-Text-to-TextTransformersSafetensorsQwen3_5_moeConversationalBase_model:Qwen/Qwen3.6-35B-A3B CRITICAL
Q
Qwen/Qwen2.5-7B-Instruct HF Ollama PQC Verified

Alibaba's Qwen 2.5 7B instruction-tuned model. Strong multilingual and coding capabilities.

TransformerText Generation7BInstructMultilingual HIGH
Q
Qwen/Qwen3.5-9B HF PQC Verified

Image-Text-to-TextTransformersSafetensorsQwen3_5ConversationalBase_model:Qwen/Qwen3.5-9B-Base CRITICAL
G
google/gemma-4-31B-it HF PQC Verified

Image-Text-to-TextTransformersSafetensorsGemma4ConversationalEval-Results CRITICAL
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
Q
Qwen/Qwen3-Embedding-0.6B HF PQC Verified

Feature ExtractionSentence-TransformersSafetensorsQwen3Text GenerationTransformers HIGH
Q
Qwen/Qwen2.5-0.5B-Instruct HF PQC Verified

Text GenerationTransformersSafetensorsQwen2ChatConversational HIGH
N
nvidia/Qwen3.6-35B-A3B-NVFP4 HF PQC Verified

Text GenerationModel OptimizerSafetensorsQwen3_5_moeNvidiaModelOpt CRITICAL
L
laion/clap-htsat-fused HF PQC Verified

Audio-ClassificationTransformersPyTorchSafetensorsClapFeature Extraction HIGH
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