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Qwen/Qwen3-VL-8B-Instruct HF PQC Verified

Image-Text-to-TextTransformersSafetensorsQwen3_vlConversationalEval-Results CRITICAL
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meta-llama/Llama-3.3-70B-Instruct HF Ollama PQC Verified

Meta's most capable open-weight model. 70B parameters with 128K context window, multilingual support, and tool use.

TransformerText Generation70BInstructTool Use CRITICAL
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google/gemma-4-26B-A4B-it HF PQC Verified

Image-Text-to-TextTransformersSafetensorsGemma4ConversationalEval-Results CRITICAL
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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
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argmaxinc/whisperkit-coreml HF PQC Verified

Speech RecognitionWhisperkitCoremlWhisperAsrQuantized CRITICAL
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unsloth/Qwen3-Coder-30B-A3B-Instruct-GGUF HF Unverified

Text GenerationTransformersGGUFUnslothQwen3Qwen CRITICAL
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Qwen/Qwen3.5-9B HF PQC Verified

Image-Text-to-TextTransformersSafetensorsQwen3_5ConversationalBase_model:Qwen/Qwen3.5-9B-Base CRITICAL
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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
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Qwen/Qwen3.6-35B-A3B-FP8 HF PQC Verified

Image-Text-to-TextTransformersSafetensorsQwen3_5_moeConversationalBase_model:Qwen/Qwen3.6-35B-A3B CRITICAL
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nvidia/Qwen3.6-35B-A3B-NVFP4 HF PQC Verified

Text GenerationModel OptimizerSafetensorsQwen3_5_moeNvidiaModelOpt CRITICAL
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Qwen/Qwen3.8-27B HF Unverified

Image-Text-to-TextTransformersSafetensorsQwen3_5ConversationalEval-Results CRITICAL
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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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Qwen/Qwen2.5-VL-7B-Instruct HF PQC Verified

Image-Text-to-TextTransformersSafetensorsQwen2_5_vlMultimodalConversational CRITICAL
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meta-llama/Llama-3.1-8B-Instruct HF Ollama PQC Verified

Meta's Llama 3.1 8B parameter instruction-tuned model. Optimized for dialogue and instruction following with 128K context.

TransformerText Generation8BInstruct CRITICAL
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RadixArk/Kimi-K3-DSpark HF Unverified

Text GenerationTransformersSafetensorsQwen3Feature ExtractionSpeculative-Decoding CRITICAL
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audio-cpp/audio.cpp-gguf HF Unverified

Text-To-SpeechAudio.cppGGUFQuantizedSpeech RecognitionVoice-Conversion CRITICAL
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Qwen/Qwen3.8-27B-FP8 HF Unverified

Image-Text-to-TextTransformersSafetensorsQwen3_5ConversationalBase_model:Qwen/Qwen3.8-27B CRITICAL
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deepseek-ai/DeepSeek-R1-0528 HF PQC Verified

Text GenerationTransformersSafetensorsDeepseek_v3ConversationalCustom_code CRITICAL
mozilla/Common Voice 17 HF PQC Verified

Multilingual speech dataset with 30K+ hours across 120+ languages. Crowdsourced and validated. De facto standard for ASR training.

DatasetSpeechMultilingual30K hours CRITICAL
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