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Insights on AI infrastructure, fine-tuning and self-hosted enterprise solutions

TinyQwen: Understanding the Pipeline for Training an LLM from Scratch
Video

TinyQwen: Understanding the Pipeline for Training an LLM from Scratch

Right now, some of the most talked about generative AI models are Large Language Models (LLMs), given the huge advances made in the field, going from ...
AIPre-TrainingFine-Tuning+4
Fredy Rivera

Fredy Rivera

Founder

35 min
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Building Harvey: Legal AI Fine-Tuning for El Salvador
Video

Building Harvey: Legal AI Fine-Tuning for El Salvador

How I built an AI model specialized in Salvadoran jurisprudence: from collecting 6,600+ judicial resolutions to generating synthetic data with legal reasoning traces to train an LLM with LoRA.
AIFine-TuningLoRA+7
Fredy Rivera

Fredy Rivera

Founder

14 min
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Horizontal Scaling for Self-Hosted Image Generation
Video

Horizontal Scaling for Self-Hosted Image Generation

How we overcame the vertical scaling barrier of AI models: when each new request doubled generation time, we migrated to batching + distributed inference. One forward pass, multiple images, automatic load balancing across GPUs. From bottleneck to scalable system.
AIImage GenerationFastAPI+3
Fredy Rivera

Fredy Rivera

Founder

10 min
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Blog - Aquiles-ai