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Custom LLM Fine-Tuning Architecture.

Domain-Specific Intelligence at Lower Compute Cost.

Fine-tune open-weights models (Llama 3, Mistral, Qwen) on proprietary corporate datasets with custom evaluation rubrics and quantized inference acceleration.

Scope Your ProjectView 5 Service Packages
Technical Scope & Specifications

Deliverables & System Guarantees

Every deployment includes modular, tested, and fully documented source code.

Dataset cleaning, synthetic generation & instruction formatting
QLoRA / LoRA parameter-efficient fine-tuning pipelines
Model quantization (GGUF, AWQ, FP8) for edge / local deployment
Rigorous benchmark evaluation suite vs proprietary baselines
Core Technologies & Frameworks
PyTorchHugging FaceUnslothvLLMDocker
Engagement Models

5 Standardized Service Packages

Choose the package tier tailored for Custom LLM Fine-Tuning.

starter

Starter

Targeted scope or single focused feature / pipeline.

1–2 Weeks Delivery
  • 1 core automated workflow or standalone integration
  • Robust API webhook connectors with error handling
  • Full test suite & environment verification
  • Deployment documentation & walkthrough video
Inquire Starter
growthMost Popular

Growth

Complete production build for scaling systems.

3–4 Weeks Delivery
  • End-to-end multi-step automated architecture
  • Vector RAG or relational database synchronization
  • Full-stack Web or Desktop application MVP
  • Telemetry dashboards, logging & alerting hooks
Inquire Growth
proEnterprise

Pro

Advanced enterprise platform with complex multi-agent orchestration.

6–8 Weeks Delivery
  • Multi-agent autonomous systems with memory & tool-use
  • High-throughput async APIs with sub-500ms response targets
  • Custom LLM fine-tuning or specialized vector retrieval
  • Enterprise SLA, role-based access & security audit hardening
Inquire Pro
hourly

Hourly / Dedicated Hire

Flexible technical muscle for ad-hoc tasks, ongoing sprints, or maintenance.

Immediate / Flexible Onboarding
  • Direct engineer allocation on an hourly or dedicated basis
  • Daily standups, asynchronous PR reviews & Git commits
  • Bug fixing, performance audits & legacy refactoring
  • Zero long-term lock-in — scale up or down on demand
Hire Engineers
custom

Custom Offer

Fully tailored offer based on specific project requirements and compliance.

Tailored Engineering Roadmap
  • Custom architectural blueprint for mission-critical operations
  • Air-gapped on-premise or sovereign cloud deployment
  • Dedicated high-concurrency worker cluster allocation
  • Custom compliance review (HIPAA, GDPR, SOC2) & enterprise SLA
Request Custom Offer
Zero-Risk Engineering Commitment

Free Services Included with All Service Packages

Every client project, regardless of tier, automatically receives these comprehensive complimentary engineering services:

Free Technical Exploration & ConsultationBefore Project Starts (100% Free)

Full technical discovery, architecture review, and feasibility analysis at zero cost before any contract or billing.

14 Days Post-Monitoring & Free ServicesAfter Deployment (14 Days Dedicated)

Dedicated telemetry monitoring, error tracking, and bug-fix warranty support for 14 days following production deployment.

Begin with zero financial commitment through our free exploration phase.

Schedule Free Exploration
Custom LLM Fine-Tuning — Domain-Specific Intelligence at Lower Compute Cost. | Rimnex