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Model: Finisha-F-scratch/Natalia-pretrain Source: Original Platform
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README.md
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README.md
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---
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license: apache-2.0
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language:
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- fr
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- en
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- ar
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- xh
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- af
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- de
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- nl
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- be
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- my
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- pa
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- km
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library_name: transformers
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---
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# 📑 Documentation : Natalia-pretrain (v1.0)
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Natalia-pretrain est un Small Language Model (SLM) polyglotte conçu pour l'efficience et la versatilité linguistique. Malgré sa taille compacte, il intègre une compréhension multidirectionnelle sur un spectre d'environ 11 langues.
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# 🛠 Spécifications Techniques
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* Architecture : Optimized Transformer Block 🧬
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* Nombre de paramètres : 123 Millions ⚙️
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* Type : Pre-trained Base Model (Generalist) 🌐
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* Capacité linguistique : Environ 11 langues supportées 🌍
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# 🎯 Capacités du Modèle
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Le modèle a été entraîné pour capturer les nuances structurelles de plusieurs familles de langues, permettant :
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* Zero-shot switching : Passage d'une langue à l'autre sans perte de contexte majeur 🔄
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* Syntaxe texturée : Conservation de l'originalité du langage propre au "from scratch" 🎨
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* Légèreté extrême : Déploiement fluide sur des infrastructures limitées ☁️
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# 📊 Performances & Entraînement
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Le processus de pré-entraînement de Natalia repose sur une sélection rigoureuse de datasets, évitant le lissage excessif des modèles conventionnels pour privilégier la personnalité et la précision.
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| Caractéristique | Valeur |
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|---|---|
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| Paramètres | 123M |
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| Tokeniseur | Custom / Multi-lingual (environ 11 langues) |
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> Note de la créatrice : Natalia-pretrain n'est pas un modèle "lisse". Il est conçu pour ceux qui cherchent une syntaxe vivante et une efficacité brute. 🛠️✨
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config.json
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config.json
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{
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"architectures": [
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"GemmaForCausalLM"
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],
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"attention_bias": false,
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"attention_dropout": 0.0,
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"bos_token_id": 2,
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"dtype": "float32",
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"eos_token_id": 1,
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"head_dim": 64,
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"hidden_act": "gelu_pytorch_tanh",
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"hidden_size": 768,
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"initializer_range": 0.02,
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"intermediate_size": 3072,
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"max_position_embeddings": 400,
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"model_type": "gemma",
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"num_attention_heads": 12,
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"num_hidden_layers": 12,
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"num_key_value_heads": 1,
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"pad_token_id": 0,
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"rms_norm_eps": 1e-06,
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"rope_parameters": {
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"rope_theta": 10000.0,
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"rope_type": "default"
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},
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"tie_word_embeddings": true,
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"transformers_version": "5.0.0",
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"use_bidirectional_attention": null,
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"use_cache": false,
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"vocab_size": 30000
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}
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generation_config.json
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generation_config.json
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{
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"_from_model_config": true,
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"bos_token_id": 2,
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"eos_token_id": 1,
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"output_attentions": false,
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"output_hidden_states": false,
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"pad_token_id": 0,
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"transformers_version": "5.0.0",
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"use_cache": true
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}
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:2e1198a9675be04d19955ced2db351dc80dcf9a298fc68e5567069cfb47a5cff
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size 493329320
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tokenizer.json
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tokenizer.json
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training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:aa41fbc6dc9753160f8613c2abf8f0a5110f9edc972ae54dc4f6a3d5b978d96b
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size 5201
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