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SOVEREIGN SLM INTELLIGENCE FOUNDRY ยท slm.ambiakshi.com

Next-Gen Small Language Models Engineered for Sovereignty

Execute dynamic intermediate layer-24 logit reranking, zero-shot 8,192-token financial reasoning, and unquantized 16-bit LoRA fine-tuning on sub-4B Small Language Models.

<50ms
Early-Exit Rerank (Layer 24)
118.5 tk/s
Local Inference Throughput
8,192 tk
Context Fidelity (Zero-OOM)
12.4x TCO
Savings vs Frontier Cloud

Sovereign SLM Ecosystem & Research Engines

Select a specialized intelligence engine or empirical benchmark harness to launch

12.4x TCO ROI

Empirical Benchmarks & TCO

Compare head-to-head empirical metrics (sub-50ms latency, 118.5 tk/s throughput, 8k context fidelity) and simulate enterprise cloud API cost savings with our live interactive TCO calculator.

Explore Benchmarks & TCO
Sub-4B Engine

AmbiRAG-Lite Sovereign Studio

Dual-purpose SLM service executing dynamic intermediate layer 24 logit reranking, LaTeX math preservation, interactive MCQ exams, and 2-speaker audio podcast synthesis with strict citation tags ([cite:node_id]).

Open AmbiRAG Studio
8k Long-Context

Autonomous Stock Terminal

Real-time financial intelligence terminal. Crawls live SEC 8-K / 10-K disclosures, generates structured Chain-of-Thought (CoT) conviction scores and buy/sell signals without truncation.

Launch Stock Terminal
Kaggle P100 LoRA

SLM Forge Studio

Full-stack fine-tuning foundry for Google Gemma 4. Features a mathematical VRAM profiler, unquantized 16-bit LoRA Kaggle notebook generator, and 1-click Hugging Face / GGUF publisher.

Open Forge Studio
CUSTOM ENTERPRISE DEPLOYMENTS

Accelerate Your Enterprise SLM Roadmap

Book a direct consultation with AMBIAKSHI TECHNOLOGY LLC for custom domain fine-tuning (LoRA / SFT / DPO), proprietary financial dataset distillation, and air-gapped on-premise VPC deployment.

FINRA 24-09 SEC 17a-4 Zero Cloud Data Egress