ALNETS
AW-A120
All AW Series Models
Large-Scale AI Cluster

AW-A120

Large-Scale AI Cluster

The AW-A120 is our flagship AI compute server, packing 8 NVIDIA V100/A100 GPUs with 1TB of system RAM and 16TB NVMe storage in a single 4U chassis. This is a data-center-grade AI cluster engineered for the most demanding workloads: large-scale model training, multi-model serving at enterprise scale, and high-throughput inference pipelines. With 256GB total GPU VRAM (8× 32GB), it can train 13B+ parameter models or serve dozens of concurrent LLM endpoints. The 4000W redundant PSU and full liquid cooling ensure rock-solid stability under maximum load.

Technical Specifications

Detailed hardware configuration of AW-A120

GPU
8× NVIDIA V100/A100
System RAM
1TB DDR4
Storage
16TB NVMe SSD
Power Supply
4000W
Cooling
Liquid Cooled
Form Factor
4U Rack

Performance Benchmarks

Real-world performance data from our test lab

7,200+ tok/s
LLM Inference (7B)
4× V96
Training Throughput
256GB (8×32GB)
Total GPU VRAM
500+
Max Concurrent Sessions

Key Features

What makes AW-A120 the right choice

8× NVIDIA V100/A100 GPUs — 256GB total VRAM

1TB DDR4 ECC system RAM for massive data pipelines

16TB NVMe SSD enterprise storage array

4000W redundant PSU with full liquid cooling

Designed for large-scale distributed training

ALWork cluster management with multi-node orchestration

Ideal For

Enterprise AI teams, large-scale model training, multi-tenant AI service platforms, and any workload requiring maximum GPU density in a single chassis.

Frequently Asked Questions

Common questions about AW-A120

Can AW-A120 train 70B+ parameter models?

Yes. With 256GB total GPU VRAM and model parallelism (FSDP/DeepSpeed Stage 3), the AW-A120 can train 70B parameter models. For extremely large models (100B+), multiple AW-A120 units can be clustered via high-speed interconnect.

What is the power and cooling requirement?

The AW-A120 requires 4000W (dual 2000W PSUs) and liquid cooling with facility-grade chilled water or closed-loop cooling system. It is designed for data center deployment with proper cooling infrastructure.

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