XERV: Proprietary AI Models

Bottom Line Up Front: XERV develops state-of-the-art, ethical AI models like MAXWELL and Ada, optimized for high-precision analytical reasoning, mathematical computation, and real-time efficiency across diverse hardware environments.

Xerv-AI/MAXWELL

Text Generation

Params: 2B • Released: 10 days ago

MAXWELL is a fine-tuned, specialized variant of the Qwen2.5-Math-1.5B-Instruct architecture. It is optimized for high-precision analytical reasoning, mathematical computation, and physics problem-solving.

Internal Benchmarks

MMLU-Pro
45.000
GSM8K
70.000
MATH-Hard
60.000

Xerv-AI/Ada

Text Generation

Params: 2B • Released: 13 days ago

Ada is an ultra-lightweight, high-speed, and highly optimized reasoning Small Language Model (SLM) derived from the powerful Qwen2.5-Math-1.5B architecture. Engineered specifically to bridge the gap between hyper-specialized graduate-level mathematical proofs and standard conversational utility.

Internal Benchmarks

GSM8K
40.00%
MATH
60.00%
GRAD
40.00%

RainDrop-Demo-1

Zero-Shot Classification

Params: 68M • Released: Aug 13, 2025

Experimental zero-shot text classification model using a transformer-based dual-encoder architecture with contrastive learning. Early research/demo version trained on a small test-scale dataset. Not intended for production use.

Internal Benchmarks

Note
Modest accuracy reported qualitatively; no numerical results published