LLM Models Quantization & Training for Enterprise AI
We build, fine tune, and optimize large language models for real world enterprise use by reducing latency, improving efficiency, and ensuring compliance across mission critical systems.
Expertise in LLM Quantization & Training
Model Fine Tuning & Adaptation
Tailoring foundation models (ChatGLM, LLaMA, Mistral, DeepSeek etc.) to specific enterprise domains and datasets.
Deployment & Inference Optimization
Accelerating production inference using ONNX, TensorRT, and optimized transformer architectures.
Privacy, Security & Compliance
Ensuring model safety, data privacy, and alignment with enterprise compliance standards (SOC2, GDPR).
Quantization & Compression
Optimizing large models for faster inference and lower compute cost without compromising accuracy.
Efficient Training Pipelines
Distributed training, multi GPU orchestration and scalable data loaders for massive model training.
Evaluation & Benchmarking
Continuous evaluation frameworks for accuracy, robustness, avoiding hallucinations, and fairness metrics.
Our Proven LLM Development Process

Discover
Assess business goals, data readiness, and performance targets.
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Design
Architect LLM solutions with the right model size, data, and infrastructure.
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Develop
Train, quantize, and evaluate models for efficiency and real world deployment.
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Deliver
Deploy securely in enterprise environments with continuous optimization and monitoring.
Enterprise AI in Action
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Your Questions Answered
Find the answers to our most common questions here, but if you still need help, book a free consultation with us now.
Techginity ensures the quality of its services by following industry best practices, employing experienced professionals, conducting rigorous testing, and continuously improving processes to deliver high quality solutions.
Absolutely! Techginity understands that every client has unique requirements and offers customisable solutions tailored to meet specific needs and objectives of the enterprises through strategy led design thinking process. Contact us to know more.
The timeline for completing a project with Techginity depends on its complexity, scope, and requirements. We discuss in detail scope of work closely with clients to establish realistic timelines and milestones. This ensures timely delivery without compromising quality.
Techginity stands out from its competitors due to its deep expertise, commitment to quality, personalized service and track record of delivering successful result oriented outcome for clients.
Techginity offers tailored services for startups looking to validate their ideas and build minimum viable products (MVPs). Our team collaborates with entrepreneurs to refine their concepts, conduct market research and develop MVPs that resonate with target audiences. We provide the technical expertise and support needed to turn your startup vision into a reality.
Techginity takes data security and confidentiality seriously, implementing robust security measures and are open to signing non disclosure agreements (NDAs) to safeguard client data and intellectual property.
Build Smarter, Faster, and More Efficient LLMs
Empower your enterprise with customized large language models optimized for performance, security, and scalability.

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