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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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Qwen/Qwen2.5-VL-7B-Instruct HF PQC Verified

Image-Text-to-TextTransformersSafetensorsQwen2_5_vlMultimodalConversational CRITICAL
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laion/clap-htsat-fused HF PQC Verified

Audio-ClassificationTransformersPyTorchSafetensorsClapFeature Extraction HIGH
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nvidia/Qwen3.6-35B-A3B-NVFP4 HF PQC Verified

Text GenerationModel OptimizerSafetensorsQwen3_5_moeNvidiaModelOpt 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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pyannote/speaker-diarization-3.1 HF PQC Verified

Speech RecognitionPyannote-AudioPyannotePyannote-Audio-PipelineAudioVoice MEDIUM
anisoleai/fineweb-tokenized HF PQC Verified

FineWeb Tokenized > 4 trillion tokens of the pre-tokenized data the šŸŒ web has to offer What is it? This is a pre-tokenized version of the HuggingFaceFW/fineweb dataset (currently in-progress, tokenization of the ~15 trillion tokens corpus is ongoing). The data is being pre-processed and tokenized using the AnisoleAI BPE tokenizer (52,022 vocabulary size) and packed into compact uint16 Parquet shards. By distributing the pre-tokenized corpus, we eliminateā€¦ See the full description on the dataset page: https://huggingface.co/datasets/anisoleai/fineweb-tokenized.

Task_categories:text-GenerationLanguage:enSize_categories:n>1TModality:tabularModality:textTabular
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BAAI/bge-base-en-v1.5 HF PQC Verified

Feature ExtractionSentence-TransformersPyTorchONNXSafetensorsBERT HIGH
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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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openai/whisper-large-v3-turbo HF PQC Verified

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

TransformerSpeech Recognition809MFast HIGH
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argmaxinc/whisperkit-coreml HF PQC Verified

Speech RecognitionWhisperkitCoremlWhisperAsrQuantized CRITICAL
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FacebookAI/xlm-roberta-large HF PQC Verified

Fill MaskTransformersPyTorchTfJAXONNX HIGH
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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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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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Falconsai/nsfw_image_detection HF PQC Verified

Image-ClassificationTransformersPyTorchSafetensorsVit HIGH
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intfloat/multilingual-e5-base HF PQC Verified

Sentence SimilaritySentence-TransformersPyTorchONNXSafetensorsOpenvino HIGH
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Qwen/Qwen2.5-VL-3B-Instruct HF PQC Verified

Image-Text-to-TextTransformersSafetensorsQwen2_5_vlMultimodalConversational CRITICAL
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answerdotai/ModernBERT-base HF PQC Verified

Fill MaskTransformersPyTorchONNXSafetensorsModernbert HIGH
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ProsusAI/finbert HF PQC Verified

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

Image-Text-to-TextTransformersSafetensorsQwen3_5ConversationalBase_model:Qwen/Qwen3.5-4B-Base HIGH
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