LLM Optimization
Fine-Tuning & Model Adaptation
El dominio Fine-Tuning & Model Adaptation agrupa 3 subcategorías y 17 capacidades operativas de LLM Optimization dentro del catálogo Execution™ de Evox: Model Adaptation, AI Dataset Engineering y Model Optimization.
Subcategorías de Fine-Tuning & Model Adaptation
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Model Adaptation
La subcategoría Model Adaptation, dentro de Fine-Tuning & Model Adaptation, reúne 6 capacidades operativas de Evox: Fine-Tuning, Instruction Tuning, Domain Adaptation, Behavior Adaptation, LoRA y PEFT.
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AI Dataset Engineering
La subcategoría AI Dataset Engineering, dentro de Fine-Tuning & Model Adaptation, reúne 6 capacidades operativas de Evox: Training Dataset Creation, Dataset Cleaning, Dataset Augmentation, Synthetic Data, Human Labeling y Preference Datasets.
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Model Optimization
La subcategoría Model Optimization, dentro de Fine-Tuning & Model Adaptation, reúne 5 capacidades operativas de Evox: Model Selection, Model Distillation, Model Quantization, Inference Optimization y Cost-Performance Optimization.
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