Talisma

Quantized, benchmarked, production‑ready open models — picked so you don't have to.

🤖 About Talisma

Talisma builds practical, enterprise-grade AI for Customer Experience, CRM, Service Operations & Education — turning open models into deployable systems, from interaction intelligence and document understanding to knowledge assistants, agentic workflows and AI-powered education. 22+ years in, trusted by ICICI, HDFC Life, and Tata Asset Management.

This is a Hub — where we publish the open-source models we've evaluated, quantized, and cleared for production use inside those systems. If it's here, it's already been through our enterprise benchmarking pipeline.

🧪 What You'll Find Here

Models · Quantizations · Collections · Evaluation Sets · Spaces · Experiments

• 🔬 Quantized, every size. Gemma, Qwen, Llama, Mistral and more, shipped as GGUF — Q2 through Q8 and f16 — so it runs on whatever you've got, laptop to GPU box.
• 📊 Real workloads, not leaderboards. We test quality, latency, memory, structured output, reasoning and deployment efficiency against actual enterprise tasks before anything's published.
• ⚙️ Trade-offs, decoded. Plain-language guidance so choosing a model doesn't need an ML degree.

⁉️ How Talisma Actually Uses These

🌍 Trusted Across Industries

Supporting BFSI, Customer Service and Education organizations, including:

_{ADCB · Bharti AXA · BOB Financial · CB Bank · DCB Bank · Deutsche · Future Generali · HDFC Life · HDFC Mutual Fund · ICICI · IDBI · Kotak General Insurance · Laya Healthcare · LIC HFL · Mirae Asset · Royal Sundaram · SMC · Tata Investment · Tata Mutual Fund · Central Christian College}

Don't ask which model is biggest — ask which model gets the job done. Models are the foundation. Business outcomes are the objective.

🤝 Let's talk

📞 +91 (80) 6926 1222

_{Ground Floor, "Phoenix" – Magnificia, Old Madras Road, Bangalore – 560016, Karnataka, India}

_{Talisma Corporation Private Limited. All rights reserved.}