{"model_id": "esatapedico/Qwen3.8-27B-NVFP4-MTP-GGUF", "name": "Qwen3.8-27B-NVFP4-MTP-GGUF", "owner": "esatapedico", "source_url": "https://huggingface.co/esatapedico/Qwen3.8-27B-NVFP4-MTP-GGUF", "task": "text-generation", "languages": ["en", "multilingual"], "tags": ["gguf", "nvfp4", "qwen3.8", "qwen3.5", "blackwell", "mtp", "speculative-decoding", "vision", "multimodal", "llama.cpp", "text-generation", "en", "multilingual", "base_model:unsloth/Qwen3.8-27B-NVFP4", "base_model:quantized:unsloth/Qwen3.8-27B-NVFP4", "license:apache-2.0", "region:us"], "license_id": "apache-2.0", "license_status": "ouverte_permissive", "license_label": "Apache License 2.0", "commercial_use": "possible_a_verifier", "gated": false, "private": false, "downloads": 731114, "likes": 118, "updated_at": "2026-10-16T20:26:28.000Z", "description": "Family of 9 GGUFs of Qwen3.8-27B (NVFP4): ORIG (source-preserving NVFP4 MLP + BF16 attention), VERY-LOW / COMPACT-LOW / LOW / MEDIUM / MID-HIGH / HIGH / VERY-HIGH (448-tensor byte-identical NVFP4 backbone + per-tier heads), HIGHEST (NVFP4 MLP + Q8_0 attention/lm_head + BF16 embeddings). Native VLM (vision+video), MTP speculative decoding, 262,144 native context. Blackwell sm_120.", "files": [{"name": ".gitattributes", "size": 2281, "format": "autre", "precision": "inconnue"}, {"name": "Qwen3.8-27B-NVFP4-MTP-COMPACT-LOW.gguf", "size": 15160261920, "format": "gguf", "precision": "inconnue"}, {"name": "Qwen3.8-27B-NVFP4-MTP-HIGH.gguf", "size": 17570799040, "format": "gguf", "precision": "inconnue"}, {"name": "Qwen3.8-27B-NVFP4-MTP-HIGHEST.gguf", "size": 23185001824, "format": "gguf", "precision": "inconnue"}, {"name": "Qwen3.8-27B-NVFP4-MTP-LOW.gguf", "size": 15534575072, "format": "gguf", "precision": "inconnue"}, {"name": "Qwen3.8-27B-NVFP4-MTP-MEDIUM.gguf", "size": 16378863040, "format": "gguf", "precision": "inconnue"}, {"name": "Qwen3.8-27B-NVFP4-MTP-MID-HIGH.gguf", "size": 16912387392, "format": "gguf", "precision": "inconnue"}, {"name": "Qwen3.8-27B-NVFP4-MTP-ORIG.gguf", "size": 33133121024, "format": "gguf", "precision": "inconnue"}, {"name": "Qwen3.8-27B-NVFP4-MTP-VERY-HIGH.gguf", "size": 19694390752, "format": "gguf", "precision": "inconnue"}, {"name": "Qwen3.8-27B-NVFP4-MTP-VERY-LOW.gguf", "size": 14862277984, "format": "gguf", "precision": "inconnue"}, {"name": "README.md", "size": 23964, "format": "autre", "precision": "inconnue"}, {"name": "mmproj-BF16.gguf", "size": 931146432, "format": "gguf", "precision": "bfloat16"}, {"name": "overrides-compact-low.txt", "size": 33890, "format": "autre", "precision": "inconnue"}, {"name": "overrides-high.txt", "size": 33906, "format": "autre", "precision": "inconnue"}, {"name": "overrides-highest.txt", "size": 33562, "format": "autre", "precision": "inconnue"}, {"name": "overrides-low.txt", "size": 33908, "format": "autre", "precision": "inconnue"}, {"name": "overrides-medium.txt", "size": 33906, "format": "autre", "precision": "inconnue"}, {"name": "overrides-mid-high.txt", "size": 33890, "format": "autre", "precision": "inconnue"}, {"name": "overrides-very-high.txt", "size": 33890, "format": "autre", "precision": "inconnue"}, {"name": "overrides-very-low.txt", "size": 33890, "format": "autre", "precision": "inconnue"}], "parameter_count": null, "library_name": "gguf", "pipeline_tag": "text-generation", "datasets": [], "metrics": [], "github_url": "", "github_metadata": {}, "paper_url": "", "paper_doi": "", "paper_metadata": {}, "card_complete": true, "safetensors": false, "provenance": [{"source": "Hugging Face Hub API", "url": "https://huggingface.co/esatapedico/Qwen3.8-27B-NVFP4-MTP-GGUF", "retrieved_at": "2026-10-18T04:52:36.423242+00:00"}], "retrieved_at": "2026-10-18T04:52:36.423242+00:00", "warnings": ["La licence est déclarée par le producteur ; vérifiez toujours son texte intégral et les conditions associées.", "Plusieurs variantes GGUF sont publiées : l’estimation retient la plus petite taille connue, pas leur somme."], "rank_score": 0.0, "rank_reasons": [], "compatibility": {"state": "compatible", "label": "Compatible selon l’estimation", "summary": "La mémoire indiquée dépasse l’estimation prudente.", "factors": ["Mémoire estimée : 1.1 Go, marge d’exécution de 30% incluse.", "Espace disque minimal indicatif : 0.9 Go.", "Une exécution CPU peut être possible mais sa vitesse ne peut pas être déduite de ces métadonnées."], "estimate": {"known": true, "precision": "bfloat16", "source": "taille réelle déclarée des fichiers de poids", "base_bytes": 931146432, "estimated_bytes": 1210490361, "overhead": 0.3}}, "quantization": {"available": true, "variants": [{"label": "BF16", "filename": "mmproj-BF16.gguf", "size": 931146432, "size_human": "888 Mo", "memory_bytes": 1210490361, "memory_human": "1.1 Go", "note": "Poids non quantifiés, tels que publiés par le producteur.", "rank": 32, "memory_gb": 1.1, "state": "tient", "verdict": "Tient dans la mémoire déclarée"}, {"label": "variante", "filename": "Qwen3.8-27B-NVFP4-MTP-COMPACT-LOW.gguf", "size": 15160261920, "size_human": "14.1 Go", "memory_bytes": 19708340496, "memory_human": "18.4 Go", "note": "", "rank": 34, "memory_gb": 18.4, "state": "trop_grand", "verdict": "Au-delà de la mémoire déclarée", "missing_gb": 10.4}], "recommended": {"label": "BF16", "filename": "mmproj-BF16.gguf", "size": 931146432, "size_human": "888 Mo", "memory_bytes": 1210490361, "memory_human": "1.1 Go", "note": "Poids non quantifiés, tels que publiés par le producteur.", "rank": 32, "memory_gb": 1.1, "state": "tient", "verdict": "Tient dans la mémoire déclarée"}, "lightest": {"label": "BF16", "filename": "mmproj-BF16.gguf", "size": 931146432, "size_human": "888 Mo", "memory_bytes": 1210490361, "memory_human": "1.1 Go", "note": "Poids non quantifiés, tels que publiés par le producteur.", "rank": 32, "memory_gb": 1.1, "state": "tient", "verdict": "Tient dans la mémoire déclarée"}, "memory_gb": 8.0, "disk_gb": 20.0, "fitting_count": 1, "overhead": 0.3, "note": "Tailles issues des fichiers déclarés par le producteur, majorées de 30% pour l’exécution. Une variante plus compressée consomme moins de mémoire et dégrade les réponses : cette dégradation n’est pas mesurée ici."}, "editorial_quality_score": null, "editorial_quality_blockers": []}