AI CORE LIVE v4.8
  • TS-1904, 18th Floor, Galaxy Sapphire Plaza, Greater Noida-201306
  • +91-9650627408
Domain-Specific Model Specialization

LLM Fine-Tuning Services

Specialize open-weight LLMs (LLaMA 3, Mistral, Qwen, DeepSeek) on your proprietary domain data using LoRA, QLoRA, and DPO with high-throughput private hosting.

Home AI & Automation Agentic & Model Engineering

Fast-Track Scope

Book a direct engineering audit & feasibility estimate with our principal architects.

4x
Domain Accuracy Lift
75%
Inference Cost Reduction
Zero Leakage
Private Infrastructure
LoRA / QLoRA
Memory Efficient
ENGINEERING EXCELLENCE

Core Technical Capabilities

Architected for high-concurrency enterprise workloads with strict security SLAs.

Synthetic Data Generation & Curation

Curate and synthesize high-density instruction datasets for niche legal, medical, and financial domains.

Parameter-Efficient Fine-Tuning (PEFT)

Maximize compute efficiency utilizing 4-bit/8-bit QLoRA adapters without catastrophic forgetting.

Direct Preference Optimization (DPO)

Align model tone, formatting, and safety standards directly with human expert preferences.

Dedicated Private Hosting Clusters

Host tuned checkpoints on bare-metal or private VPC instances utilizing vLLM and TensorRT-LLM.

EXECUTION ROADMAP

4-Stage Delivery Framework

Every phase is backed by automated test suites, transparent sprint metrics, and executive milestone sign-offs.

01
Dataset Pipeline Curation

Cleanse and format domain corpus into high-signal instruction-response pairs.

02
Adapter Architecture Design

Configure rank, alpha, and target modules for targeted attention fine-tuning.

03
Distributed GPU Training

Execute multi-node training runs with deep learning optimization frameworks.

04
Quantization & Deployment

Export GGUF / AWQ quantized engines for cost-efficient sub-50ms inference.

TECHNOLOGY ECOSYSTEM

Enterprise Tech Stack

We build on hardened, industry-standard frameworks to ensure zero vendor lock-in and effortless long-term maintainability.

Unsloth Hugging Face Axolotl vLLM TensorRT-LLM PyTorch Ray Triton NVIDIA CUDA

Ready to Engineer Your Solution?

Schedule a confidential technical scoping session with our principal engineers. Receive a detailed architecture blueprint, timeline, and cost estimate within 48 hours.