Architecture Blueprint: AI Model Training
Our AI Model Training pipeline transforms unstructured enterprise data into high-precision domain models using automated curation, supervised fine-tuning, and continuous evaluation benchmarks.
Layanan AI Model Training Excitech membantu organisasi mengubah data mentah menjadi model prediktif dan generatif berkinerja tinggi. Melalui pipeline kurasi dataset otomatis dan RLHF, model Anda memahami konteks industri lokal maupun global secara presisi.
Key Capabilities & Architecture Standards
Automated Dataset Curation & Annotation
Kurasi & Anotasi Dataset Otomatis
Compute-Efficient LoRA / QLoRA Fine-Tuning
Fine-Tuning LoRA / QLoRA Hemat Infrastruktur
Hallucination & Bias Evaluation Guardrails
Pipeline Evaluasi Hallucination & Bias
Low-Latency Inference Serving (<120ms)
Serving Latensi Rendah (<120ms)
What the Benefits?
Domain-Specific Precision
Boosts response accuracy up to 97% across legal, financial, and specialized enterprise terminology.
Inference Cost Efficiency
Fine-tuned models require shorter prompts and deliver faster throughput at lower GPU cost.
Service Questions & Answers
What data formats are supported for model training?
We support PDFs, SQL databases, Markdown docs, JSONL, audio transcripts, and code repositories.
