RTX 2000 Ada
The NVIDIA RTX 2000 Ada Generation is a professional workstation graphics card based on the Ada Lovelace architecture. It features 16GB of GDDR6 VRAM, making it a viable candidate for local Large Language Model (LLM) inference tasks requiring moderate memory capacity.
Hardware Specifications
- Architecture: Ada Lovelace
- VRAM: 16GB GDDR6
- Target Use Case: Professional visualization, entry-level AI inference, local LLM hosting
LLM Inference Capabilities
The 16GB VRAM limit allows for the hosting of mid-sized quantized models. Recent benchmarks have evaluated its performance with specific quantization formats and model architectures.
Benchmark: Swift 1.5 Qwen3.8-27B GSQ-RCO IQ3_S
A comprehensive evaluation of the UkisAI Swift-1.5-Qwen3.8-27B-GSQ-RCO-GGUF model was conducted on this hardware. The test focused on the IQ3_S quantization variant running on a local Ubuntu server.
- Model: Swift 1.5 Qwen3.8-27B GSQ-RCO
- Quantization: IQ3_S (GGUF format)
- Hardware: RTX 2000 Ada (16GB VRAM)
- OS: Ubuntu Server
- Performance Focus: Evaluation of inference speed and memory utilization for 27B parameter models under strict VRAM constraints.
For detailed metrics and methodology, see: Swift 1.5 Qwen3.8-27B GSQ-RCO IQ3_S 16GB LLM Performance Benchmark