---
title: README
emoji: 😻
colorFrom: red
colorTo: green
sdk: docker
pinned: false
---
# 🤖 XformAI India

> **Shaping Intelligence. Deploying the Future.**

Welcome to the official Hugging Face organization of **XformAI** — an applied AI company focused on practical LLMs, autonomous agents, and deployable reasoning systems.  
We fine-tune, optimize, and publish open-source AI models for real-world tasks — compact, powerful, and fast.

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## 🔬 What We Build

🧠 **Compact LLMs**  
Instruction-tuned Qwen, Mistral, and LLaMA-based models designed to run on CPU/GPU/edge devices.

💻 **Code Generation Models**  
Lightweight coders that can generate Python, Bash, HTML, JS, Flask apps, and CLI tools.

🧩 **Reasoning Agents**  
Multi-step logic solvers and agentic planners — trained to think before they answer.

📦 **GGUF Models for Local Inference**  
All models are published in both PyTorch + GGUF format, ready for use with:
- LM Studio
- llama.cpp
- Ollama
- KoboldCpp

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## 🧠 Featured Models

| Model Name | Task | Format |
|------------|------|--------|
| [`qwen-0.6b-coder`](https://huggingface.co/XformAI-india/qwen-0.6b-coder) | Code generation | PyTorch / GGUF |
| [`qwen-1.7b-coder`](https://huggingface.co/XformAI-india/qwen-1.7b-coder) | Full-stack coding assistant | PyTorch |
| [`qwen-0.6b-reasoning`](https://huggingface.co/XformAI-india/qwen-0.6b-reasoning) | Multi-step reasoning | PyTorch / GGUF |
| [`qwen-0.6b-mentalhealth-support`](https://huggingface.co/XformAI-india/qwen-0.6b-mentalhealth-support) | Empathetic dialogue | PyTorch |

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## 🧰 Tooling & Frameworks

- 🤗 Transformers + PEFT + LoRA
- 🧠 LangChain, CrewAI, LangGraph
- 🧊 llama.cpp, GGUF, Ollama
- 🔍 Faiss, Chroma, OpenVINO

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## 📡 About Us

**XformAI** is an AI startup from India building the next generation of small, fast, intelligent models — aligned for reasoning, conversation, and automation.

🌐 Website: [https://xformai.in](https://xformai.in)  
📧 Email: [hello@xformai.in](mailto:hello@xformai.in)  
📢 LinkedIn: [linkedin.com/company/xformai](https://linkedin.com/company/xformai)

> _“We believe the future of AI is small, smart, and everywhere.”_