Home Departments AI Training Crypto BlogAbout Contact Talk to a Team Member →
AI Training & Infrastructure

The engine behind
everything we build.

From raw compute to deployed intelligence — we handle every layer of the AI stack. Custom model training, low-latency inference, GPU infrastructure, and the autonomous systems that power your departments.

Start a Project → See Departments Powered by This
01 / Model Training

Train models on
your data.

We design and run custom training pipelines for large language models, vision models, multimodal systems, and domain-specific AI — built on your proprietary data and aligned to your goals.

  • Full pre-training from scratch on custom datasets
  • Supervised fine-tuning (SFT) and RLHF alignment
  • LoRA, QLoRA, and efficient fine-tuning methods
  • Domain adaptation: healthcare, finance, legal, and more
  • Data curation, cleaning, and augmentation pipelines
  • Distributed training across multi-GPU clusters
5lime-train — session
$ 5lime train --model llama3 --data ./corpus --gpus 8
Initializing distributed training...
Data loaded: 12.4B tokens
Model sharded: 8× A100 80GB
Training started — ETA: 18h 24m
Epoch 1/3 ████████░░ 82% loss: 1.24
A100 80GB
70BParam Support
SFT+ RLHF
LoRAEfficient FT
02 / Inference

Low-latency serving
at scale.

We deploy, optimize, and operate your models in production — with sub-100ms latency, autoscaling, and enterprise-grade reliability.

  • GPU-accelerated inference with vLLM and TensorRT
  • Continuous batching for maximum throughput
  • OpenAI-compatible API endpoints
  • Model quantization (INT4, INT8, FP16)
  • Multi-region deployment and load balancing
  • Real-time monitoring, alerting, and cost dashboards
5lime-api — inference
POST api.5lime.com/v1/infer
{"model": "5lime-llm-v2", "stream": true}
200 OK  87ms   340 tokens/s
Uptime: 99.97% this month
Autoscaling: 3 → 12 replicas
87msP50 Latency
340Tokens/sec
99.9%Uptime SLA
Auto-Scale
03 / Autonomous Systems

The intelligence that
powers your teams.

The autonomous business departments we deploy aren't just chatbots — they're built on sophisticated multi-agent systems that perceive, reason, plan, and execute. This is the infrastructure underneath.

  • Multi-agent orchestration with hierarchical control
  • Tool use: web, code execution, API calls, databases
  • Long-horizon task planning and memory systems
  • Integration with Slack, CRMs, databases, custom APIs
  • Agent monitoring, logging, and human-in-the-loop controls
  • RAG (Retrieval-Augmented Generation) pipelines
See What Departments This Powers →
agent-orchestrator — live
MarketingManager // running
↳ Delegating to ContentSpecialist
Blog post published
SalesSupervisor // running
↳ Lead scored, routing to OutreachRep
3 emails queued
Escalation flagged → You
2 agents active · 0 errors · HITL: on
12+Dept Types
RAGMemory
MultiAgent Orgs
HITLHuman Override
04 / GPU Infrastructure

Compute built
for this.

We source, design, configure, and manage the physical compute that makes your AI possible — from single workstations to multi-rack GPU clusters.

  • GPU procurement (H100, A100, RTX) at competitive pricing
  • Cluster design, networking, and rack configuration
  • On-premises deployment with full support
  • Hybrid cloud-to-on-prem architecture
  • Hardware monitoring, maintenance, and replacement
  • Power and cooling optimization for maximum density
NVIDIA H100 Cluster
8× H100 80GB SXM5 · NVLink
ONLINE
🔲
A100 Training Node
4× A100 40GB · 512GB RAM
ONLINE
🗄️
Storage Array
2PB NVMe · 100GbE Networking
ONLINE
H100Top Tier GPU
2PBStorage
On-Prem+ Cloud
24/7Monitoring

Let's build your AI stack.

Tell us what you're building and we'll design the right solution — from a fine-tuned model to a full inference platform to a complete autonomous department.