Model Optimization

AI Model Fine-Tuning: Never Wait Again

Stop watching progress bars. Start shipping.

Your massive AI models are too slow to deploy. We compress them to run lightning-fast on any hardware—without losing accuracy. What took days now takes hours. Powered by our enterprise AI infrastructure.

The Problem

  • ✗Your 70B model needs 140GB VRAM just to load
  • ✗Cloud inference costs $2-5 per 1M tokens
  • ✗Quantization requires hardware you don't have
  • ✗DIY compression loses 10-20% accuracy

The Solution

  • Deploy 70B models on consumer GPUs (24GB VRAM)
  • 10x faster inference with NVFP4/INT4 optimization
  • Zero accuracy loss with advanced quantization
  • 50% cost reduction vs cloud providers

Exactly What You Receive

No vague promises. Here's the complete deliverable package.

Your Optimized Model Files

  • Quantized model weights in NVFP4, INT4, or INT8 format (your choice)
  • Configuration files for llama.cpp, vLLM, or TensorRT-LLM
  • GGUF format for easy deployment on consumer hardware
  • Model card with technical specifications and requirements

Performance Documentation

  • Benchmark report comparing original vs optimized model
  • Accuracy metrics (perplexity, MMLU, HumanEval scores)
  • Speed improvements (tokens/sec on various hardware)
  • Memory requirements (VRAM usage breakdown)
  • Deployment guide with example code and commands

Technical Specifications

2-6 hrs
Turnaround time
10x
Faster inference
50%
Cost reduction
<1%
Accuracy loss

Simple, Transparent Pricing

One-time fee. No subscriptions. You own the optimized model.

Basic

Perfect for testing

$500
  • Up to 70B parameters (Llama 3 70B, Mistral)
  • INT8 quantization format
  • GGUF + llama.cpp config files
  • 2-4 hour turnaround
  • Basic benchmark report (perplexity, speed)
  • Deployment guide with example code
MOST POPULAR

Professional

Most popular choice

$1,200
  • Up to 200B parameters (Llama 3 405B, DeepSeek)
  • NVFP4/INT4 quantization (your choice)
  • GGUF + vLLM + TensorRT-LLM configs
  • 4-6 hour turnaround
  • Comprehensive benchmark suite
  • Hardware compatibility matrix
  • Deployment scripts + Docker config
  • 7-day email support

Enterprise

Maximum performance

Custom
  • Scales to your needs (200B+ parameters)
  • Custom quantization strategy (mixed precision)
  • All format exports (GGUF, GPTQ, AWQ, EXL2)
  • Priority processing (2-4 hour turnaround)
  • Full benchmark suite + accuracy validation
  • Custom hardware optimization
  • Production deployment support
  • 30-day optimization guarantee
  • Dedicated Slack/Discord channel

Try Instant Optimization

See how AI optimizes your code for better performance.

Ready to Ship Faster?

Upload your model, well optimize it, and youll have it back in hours—not days.

Your models are optimized on 100% private infrastructure in Kamloops

Related Services:

Model Fine-Tuning →Private AI Inference →