01
Custom LLMs and SLMs
Language model development for specific domains, workflows, deployment environments, and capability requirements.
Advanced model engineering
Build smaller, faster, more capable AI.
Huyawo Solutions develops and optimizes language models for organizations that need precise capability, efficient inference, and practical deployment.
LLM DevelopmentSLM DevelopmentFine TuningQuantizationDistillationModel EvaluationLLM DevelopmentSLM DevelopmentFine TuningQuantizationDistillationModel Evaluation
What we build
Model engineering, focused.
Every engagement is shaped around the model, the operating constraint, and the outcome that matters.
02
Fine tuning
Model adaptation designed around your data, target behavior, evaluation criteria, and production constraints.
03
Quantization and distillation
Model compression work aimed at reducing memory and compute requirements while protecting the capabilities that matter.
04
Evaluation and delivery
Reproducible evaluation, documented decisions, and implementation artifacts prepared for the target environment.
Proprietary technology
Efficiency, built into the model.
Huyawo is our proprietary technology for efficiency in fine tuning, quantization, and distillation. It informs how we adapt and compress models for the requirements of each system.
Constraint driven
Architecture and optimization choices begin with the real operating environment.
Evidence based
Decisions are supported by evaluations that can be reviewed and reproduced.
Delivery ready
Outputs are organized for practical implementation, iteration, and technical review.
How we work
A clear path from constraint to model.
Step 01
Define the system
We establish the objective, model context, data conditions, target environment, and acceptance criteria.Step 02
Engineer and evaluate
We implement the selected approach and measure it against the requirements that define success.Step 03
Deliver with clarity
You receive the agreed technical artifacts, evaluation evidence, and written implementation guidance.Start a conversation
Bring us the constraint.
Share the model, business objective, deployment environment, or performance requirement. We will review the context and respond in writing.