LLM Optimization
Fine-Tuning & Model Adaptation
The Fine-Tuning & Model Adaptation domain encompasses 3 subcategories and 17 operational LLM Optimization capabilities within Evox's Execution™ catalog: Model Adaptation, AI Dataset Engineering, and Model Optimization.
Subcategories of Fine-Tuning & Model Adaptation
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Model Adaptation
The Model Adaptation subcategory, within Fine-Tuning & Model Adaptation, brings together 6 operational capabilities from Evox: Fine-Tuning, Instruction Tuning, Domain Adaptation, Behavior Adaptation, LoRA, and PEFT.
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AI Dataset Engineering
The AI Dataset Engineering subcategory, within Fine-Tuning & Model Adaptation, brings together 6 operational capabilities from Evox: Training Dataset Creation, Dataset Cleaning, Dataset Augmentation, Synthetic Data, Human Labeling, and Preference Datasets.
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Model Optimization
The Model Optimization subcategory, within Fine-Tuning & Model Adaptation, brings together 5 operational capabilities from Evox: Model Selection, Model Distillation, Model Quantization, Inference Optimization, and Cost-Performance Optimization.
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