{"model_id": "mradermacher/AfriqueQwen3.5-9B-50Langs-i1-GGUF", "name": "AfriqueQwen3.5-9B-50Langs-i1-GGUF", "owner": "mradermacher", "source_url": "https://huggingface.co/mradermacher/AfriqueQwen3.5-9B-50Langs-i1-GGUF", "task": "image-text-to-text", "languages": ["af", "am", "ar", "en", "fr", "ha", "ig", "mg", "ny", "om", "pt", "rw", "sn", "so", "st", "sw", "ti", "tn", "xh", "yo", "zu", "rn", "lg", "ts", "ln", "ee", "wo", "sg", "ak", "tw"], "tags": ["transformers", "gguf", "african-languages", "multilingual", "continued-pretraining", "afrique-llm", "qwen3_5", "image-text-to-text", "llamafactory", "af", "am", "ar", "en", "fr", "ha", "ig", "mg", "ny", "om", "pt", "rw", "sn", "so", "st", "sw", "ti", "tn", "xh", "yo", "zu", "rn", "lg", "ts", "ln", "ee", "wo", "sg", "ak", "tw", "kbp", "bm", "nso", "fon", "ss", "tzm", "kab", "kea", "nqo", "mos", "kmb", "knc", "dyu", "taq", "dik", "luo", "ff", "bem", "ki", "kam", "kg", "lua", "base_model:McGill-NLP/AfriqueQwen3.5-9B-50Langs", "base_model:quantized:McGill-NLP/AfriqueQwen3.5-9B-50Langs", "license:cc-by-4.0", "endpoints_compatible", "region:us", "imatrix", "conversational"], "license_id": "cc-by-4.0", "license_status": "ouverte_avec_conditions", "license_label": "Creative Commons BY 4.0", "commercial_use": "possible_a_verifier", "gated": false, "private": false, "downloads": 1608, "likes": 0, "updated_at": "2026-08-22T10:40:59.000Z", "description": "", "files": [{"name": ".gitattributes", "size": 3430, "format": "autre", "precision": "inconnue"}, {"name": "AfriqueQwen3.5-9B-50Langs.i1-IQ1_M.gguf", "size": 2877270208, "format": "gguf", "precision": "inconnue"}, {"name": "AfriqueQwen3.5-9B-50Langs.i1-IQ1_S.gguf", "size": 2742642880, "format": "gguf", "precision": "inconnue"}, {"name": "AfriqueQwen3.5-9B-50Langs.i1-IQ2_M.gguf", "size": 3607472320, "format": "gguf", "precision": "inconnue"}, {"name": "AfriqueQwen3.5-9B-50Langs.i1-IQ2_S.gguf", "size": 3427969216, "format": "gguf", "precision": "inconnue"}, {"name": "AfriqueQwen3.5-9B-50Langs.i1-IQ2_XS.gguf", "size": 3285346496, "format": "gguf", "precision": "inconnue"}, {"name": "AfriqueQwen3.5-9B-50Langs.i1-IQ2_XXS.gguf", "size": 3101649088, "format": "gguf", "precision": "inconnue"}, {"name": "AfriqueQwen3.5-9B-50Langs.i1-IQ3_M.gguf", "size": 4415383744, "format": "gguf", "precision": "inconnue"}, {"name": "AfriqueQwen3.5-9B-50Langs.i1-IQ3_S.gguf", "size": 4370819264, "format": "gguf", "precision": "inconnue"}, {"name": "AfriqueQwen3.5-9B-50Langs.i1-IQ3_XS.gguf", "size": 4243417280, "format": "gguf", "precision": "inconnue"}, {"name": "AfriqueQwen3.5-9B-50Langs.i1-IQ3_XXS.gguf", "size": 3938166976, "format": "gguf", "precision": "inconnue"}, {"name": "AfriqueQwen3.5-9B-50Langs.i1-IQ4_NL.gguf", "size": 5418215616, "format": "gguf", "precision": "4-bit"}, {"name": "AfriqueQwen3.5-9B-50Langs.i1-IQ4_XS.gguf", "size": 5196441792, "format": "gguf", "precision": "4-bit"}, {"name": "AfriqueQwen3.5-9B-50Langs.i1-Q2_K.gguf", "size": 3827263680, "format": "gguf", "precision": "inconnue"}, {"name": "AfriqueQwen3.5-9B-50Langs.i1-Q2_K_S.gguf", "size": 3697240256, "format": "gguf", "precision": "inconnue"}, {"name": "AfriqueQwen3.5-9B-50Langs.i1-Q3_K_L.gguf", "size": 4925515968, "format": "gguf", "precision": "inconnue"}, {"name": "AfriqueQwen3.5-9B-50Langs.i1-Q3_K_M.gguf", "size": 4623526080, "format": "gguf", "precision": "inconnue"}, {"name": "AfriqueQwen3.5-9B-50Langs.i1-Q3_K_S.gguf", "size": 4259408064, "format": "gguf", "precision": "inconnue"}, {"name": "AfriqueQwen3.5-9B-50Langs.i1-Q4_0.gguf", "size": 5325940928, "format": "gguf", "precision": "4-bit"}, {"name": "AfriqueQwen3.5-9B-50Langs.i1-Q4_1.gguf", "size": 5809334464, "format": "gguf", "precision": "4-bit"}, {"name": "AfriqueQwen3.5-9B-50Langs.i1-Q4_K_M.gguf", "size": 5629110464, "format": "gguf", "precision": "4-bit"}, {"name": "AfriqueQwen3.5-9B-50Langs.i1-Q4_K_S.gguf", "size": 5351631040, "format": "gguf", "precision": "4-bit"}, {"name": "AfriqueQwen3.5-9B-50Langs.i1-Q5_K_M.gguf", "size": 6467971264, "format": "gguf", "precision": "inconnue"}, {"name": "AfriqueQwen3.5-9B-50Langs.i1-Q5_K_S.gguf", "size": 6305310912, "format": "gguf", "precision": "inconnue"}, {"name": "AfriqueQwen3.5-9B-50Langs.i1-Q6_K.gguf", "size": 7359260864, "format": "gguf", "precision": "inconnue"}, {"name": "AfriqueQwen3.5-9B-50Langs.imatrix.gguf", "size": 5150176, "format": "gguf", "precision": "inconnue"}, {"name": "README.md", "size": 6991, "format": "autre", "precision": "inconnue"}], "parameter_count": null, "library_name": "transformers", "pipeline_tag": "image-text-to-text", "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/mradermacher/AfriqueQwen3.5-9B-50Langs-i1-GGUF", "retrieved_at": "2026-10-08T05:38:28.136212+00:00"}], "retrieved_at": "2026-10-08T05:38:28.136212+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 : 0.0 Go, marge d’exécution de 30% incluse.", "Espace disque minimal indicatif : 0.0 Go.", "Une exécution CPU peut être possible mais sa vitesse ne peut pas être déduite de ces métadonnées."], "estimate": {"known": true, "precision": "float32", "source": "taille réelle déclarée des fichiers de poids", "base_bytes": 5150176, "estimated_bytes": 6695228, "overhead": 0.3}}, "quantization": {"available": true, "variants": [{"label": "variante", "filename": "AfriqueQwen3.5-9B-50Langs.imatrix.gguf", "size": 5150176, "size_human": "5 Mo", "memory_bytes": 6695228, "memory_human": "6 Mo", "note": "", "rank": 34, "memory_gb": 0.0, "state": "tient", "verdict": "Tient dans la mémoire déclarée"}, {"label": "IQ1_S", "filename": "AfriqueQwen3.5-9B-50Langs.i1-IQ1_S.gguf", "size": 2742642880, "size_human": "2.6 Go", "memory_bytes": 3565435744, "memory_human": "3.3 Go", "note": "Compression extrême : à réserver aux tests, les réponses se dégradent nettement.", "rank": 0, "memory_gb": 3.3, "state": "tient", "verdict": "Tient dans la mémoire déclarée"}, {"label": "IQ1_M", "filename": "AfriqueQwen3.5-9B-50Langs.i1-IQ1_M.gguf", "size": 2877270208, "size_human": "2.7 Go", "memory_bytes": 3740451270, "memory_human": "3.5 Go", "note": "Compression extrême : à réserver aux tests, les réponses se dégradent nettement.", "rank": 1, "memory_gb": 3.5, "state": "tient", "verdict": "Tient dans la mémoire déclarée"}, {"label": "IQ2_XXS", "filename": "AfriqueQwen3.5-9B-50Langs.i1-IQ2_XXS.gguf", "size": 3101649088, "size_human": "2.9 Go", "memory_bytes": 4032143814, "memory_human": "3.8 Go", "note": "Compression forte : tient sur très peu de mémoire, au prix d’erreurs plus fréquentes.", "rank": 2, "memory_gb": 3.8, "state": "tient", "verdict": "Tient dans la mémoire déclarée"}, {"label": "IQ2_XS", "filename": "AfriqueQwen3.5-9B-50Langs.i1-IQ2_XS.gguf", "size": 3285346496, "size_human": "3.1 Go", "memory_bytes": 4270950444, "memory_human": "4.0 Go", "note": "Compression forte : tient sur très peu de mémoire, au prix d’erreurs plus fréquentes.", "rank": 3, "memory_gb": 4.0, "state": "tient", "verdict": "Tient dans la mémoire déclarée"}, {"label": "IQ2_S", "filename": "AfriqueQwen3.5-9B-50Langs.i1-IQ2_S.gguf", "size": 3427969216, "size_human": "3.2 Go", "memory_bytes": 4456359980, "memory_human": "4.2 Go", "note": "Compression forte : tient sur très peu de mémoire, au prix d’erreurs plus fréquentes.", "rank": 4, "memory_gb": 4.2, "state": "tient", "verdict": "Tient dans la mémoire déclarée"}, {"label": "IQ2_M", "filename": "AfriqueQwen3.5-9B-50Langs.i1-IQ2_M.gguf", "size": 3607472320, "size_human": "3.4 Go", "memory_bytes": 4689714016, "memory_human": "4.4 Go", "note": "Compression forte : tient sur très peu de mémoire, au prix d’erreurs plus fréquentes.", "rank": 5, "memory_gb": 4.4, "state": "tient", "verdict": "Tient dans la mémoire déclarée"}, {"label": "Q2_K_S", "filename": "AfriqueQwen3.5-9B-50Langs.i1-Q2_K_S.gguf", "size": 3697240256, "size_human": "3.4 Go", "memory_bytes": 4806412332, "memory_human": "4.5 Go", "note": "Compression forte : tient sur très peu de mémoire, au prix d’erreurs plus fréquentes.", "rank": 34, "memory_gb": 4.5, "state": "tient", "verdict": "Tient dans la mémoire déclarée"}, {"label": "Q2_K", "filename": "AfriqueQwen3.5-9B-50Langs.i1-Q2_K.gguf", "size": 3827263680, "size_human": "3.6 Go", "memory_bytes": 4975442784, "memory_human": "4.6 Go", "note": "Compression forte : tient sur très peu de mémoire, au prix d’erreurs plus fréquentes.", "rank": 6, "memory_gb": 4.6, "state": "tient", "verdict": "Tient dans la mémoire déclarée"}, {"label": "IQ3_XXS", "filename": "AfriqueQwen3.5-9B-50Langs.i1-IQ3_XXS.gguf", "size": 3938166976, "size_human": "3.7 Go", "memory_bytes": 5119617068, "memory_human": "4.8 Go", "note": "Compromis serré : acceptable pour des tâches simples et courtes.", "rank": 8, "memory_gb": 4.8, "state": "tient", "verdict": "Tient dans la mémoire déclarée"}, {"label": "IQ3_XS", "filename": "AfriqueQwen3.5-9B-50Langs.i1-IQ3_XS.gguf", "size": 4243417280, "size_human": "4.0 Go", "memory_bytes": 5516442464, "memory_human": "5.1 Go", "note": "Compromis serré : acceptable pour des tâches simples et courtes.", "rank": 9, "memory_gb": 5.1, "state": "tient", "verdict": "Tient dans la mémoire déclarée"}, {"label": "Q3_K_S", "filename": "AfriqueQwen3.5-9B-50Langs.i1-Q3_K_S.gguf", "size": 4259408064, "size_human": "4.0 Go", "memory_bytes": 5537230483, "memory_human": "5.2 Go", "note": "Compromis serré : acceptable pour des tâches simples et courtes.", "rank": 12, "memory_gb": 5.2, "state": "tient", "verdict": "Tient dans la mémoire déclarée"}, {"label": "IQ3_S", "filename": "AfriqueQwen3.5-9B-50Langs.i1-IQ3_S.gguf", "size": 4370819264, "size_human": "4.1 Go", "memory_bytes": 5682065043, "memory_human": "5.3 Go", "note": "Compromis serré : acceptable pour des tâches simples et courtes.", "rank": 10, "memory_gb": 5.3, "state": "tient", "verdict": "Tient dans la mémoire déclarée"}, {"label": "IQ3_M", "filename": "AfriqueQwen3.5-9B-50Langs.i1-IQ3_M.gguf", "size": 4415383744, "size_human": "4.1 Go", "memory_bytes": 5739998867, "memory_human": "5.3 Go", "note": "Compromis serré : acceptable pour des tâches simples et courtes.", "rank": 11, "memory_gb": 5.3, "state": "tient", "verdict": "Tient dans la mémoire déclarée"}, {"label": "Q3_K_M", "filename": "AfriqueQwen3.5-9B-50Langs.i1-Q3_K_M.gguf", "size": 4623526080, "size_human": "4.3 Go", "memory_bytes": 6010583904, "memory_human": "5.6 Go", "note": "Compromis serré : acceptable pour des tâches simples et courtes.", "rank": 13, "memory_gb": 5.6, "state": "tient", "verdict": "Tient dans la mémoire déclarée"}, {"label": "Q3_K_L", "filename": "AfriqueQwen3.5-9B-50Langs.i1-Q3_K_L.gguf", "size": 4925515968, "size_human": "4.6 Go", "memory_bytes": 6403170758, "memory_human": "6.0 Go", "note": "Compromis serré : acceptable pour des tâches simples et courtes.", "rank": 14, "memory_gb": 6.0, "state": "tient", "verdict": "Tient dans la mémoire déclarée"}, {"label": "IQ4_XS", "filename": "AfriqueQwen3.5-9B-50Langs.i1-IQ4_XS.gguf", "size": 5196441792, "size_human": "4.8 Go", "memory_bytes": 6755374329, "memory_human": "6.3 Go", "note": "Compromis le plus couramment retenu entre mémoire et qualité.", "rank": 16, "memory_gb": 6.3, "state": "tient", "verdict": "Tient dans la mémoire déclarée"}, {"label": "Q4_0", "filename": "AfriqueQwen3.5-9B-50Langs.i1-Q4_0.gguf", "size": 5325940928, "size_human": "5.0 Go", "memory_bytes": 6923723206, "memory_human": "6.4 Go", "note": "Compromis le plus couramment retenu entre mémoire et qualité.", "rank": 18, "memory_gb": 6.4, "state": "tient", "verdict": "Tient dans la mémoire déclarée"}, {"label": "Q4_K_S", "filename": "AfriqueQwen3.5-9B-50Langs.i1-Q4_K_S.gguf", "size": 5351631040, "size_human": "5.0 Go", "memory_bytes": 6957120352, "memory_human": "6.5 Go", "note": "Compromis le plus couramment retenu entre mémoire et qualité.", "rank": 20, "memory_gb": 6.5, "state": "tient", "verdict": "Tient dans la mémoire déclarée"}, {"label": "IQ4_NL", "filename": "AfriqueQwen3.5-9B-50Langs.i1-IQ4_NL.gguf", "size": 5418215616, "size_human": "5.0 Go", "memory_bytes": 7043680300, "memory_human": "6.6 Go", "note": "Compromis le plus couramment retenu entre mémoire et qualité.", "rank": 17, "memory_gb": 6.6, "state": "tient", "verdict": "Tient dans la mémoire déclarée"}, {"label": "Q4_K_M", "filename": "AfriqueQwen3.5-9B-50Langs.i1-Q4_K_M.gguf", "size": 5629110464, "size_human": "5.2 Go", "memory_bytes": 7317843603, "memory_human": "6.8 Go", "note": "Compromis le plus couramment retenu entre mémoire et qualité.", "rank": 21, "memory_gb": 6.8, "state": "juste", "verdict": "Tout juste : marge très faible"}, {"label": "Q4_1", "filename": "AfriqueQwen3.5-9B-50Langs.i1-Q4_1.gguf", "size": 5809334464, "size_human": "5.4 Go", "memory_bytes": 7552134803, "memory_human": "7.0 Go", "note": "Compromis le plus couramment retenu entre mémoire et qualité.", "rank": 19, "memory_gb": 7.0, "state": "juste", "verdict": "Tout juste : marge très faible"}, {"label": "Q5_K_S", "filename": "AfriqueQwen3.5-9B-50Langs.i1-Q5_K_S.gguf", "size": 6305310912, "size_human": "5.9 Go", "memory_bytes": 8196904185, "memory_human": "7.6 Go", "note": "Qualité préservée, mémoire sensiblement plus élevée qu’en 4 bits.", "rank": 25, "memory_gb": 7.6, "state": "juste", "verdict": "Tout juste : marge très faible"}, {"label": "Q5_K_M", "filename": "AfriqueQwen3.5-9B-50Langs.i1-Q5_K_M.gguf", "size": 6467971264, "size_human": "6.0 Go", "memory_bytes": 8408362643, "memory_human": "7.8 Go", "note": "Qualité préservée, mémoire sensiblement plus élevée qu’en 4 bits.", "rank": 26, "memory_gb": 7.8, "state": "juste", "verdict": "Tout juste : marge très faible"}, {"label": "Q6_K", "filename": "AfriqueQwen3.5-9B-50Langs.i1-Q6_K.gguf", "size": 7359260864, "size_human": "6.9 Go", "memory_bytes": 9567039123, "memory_human": "8.9 Go", "note": "Très proche du modèle non quantifié.", "rank": 28, "memory_gb": 8.9, "state": "trop_grand", "verdict": "Au-delà de la mémoire déclarée", "missing_gb": 0.9}], "recommended": {"label": "Q2_K_S", "filename": "AfriqueQwen3.5-9B-50Langs.i1-Q2_K_S.gguf", "size": 3697240256, "size_human": "3.4 Go", "memory_bytes": 4806412332, "memory_human": "4.5 Go", "note": "Compression forte : tient sur très peu de mémoire, au prix d’erreurs plus fréquentes.", "rank": 34, "memory_gb": 4.5, "state": "tient", "verdict": "Tient dans la mémoire déclarée"}, "lightest": {"label": "variante", "filename": "AfriqueQwen3.5-9B-50Langs.imatrix.gguf", "size": 5150176, "size_human": "5 Mo", "memory_bytes": 6695228, "memory_human": "6 Mo", "note": "", "rank": 34, "memory_gb": 0.0, "state": "tient", "verdict": "Tient dans la mémoire déclarée"}, "memory_gb": 8.0, "disk_gb": 20.0, "fitting_count": 24, "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": []}