DeepQ / README.md
kulia-moon's picture
Update README.md
3f452de verified
---
license: mit
datasets:
- kulia-moon/DeepRethink
language:
- en
base_model:
- openai-community/gpt2-medium
tags:
- DeepQ
- DeepRethink integrated
- QFamily
- Hugging Face
- NLP
- AI Research
- Reasoning
- Cognitive Simulation
- Transformers
- StableChatAI
- MultiVendor Deployments
- Region-Based Scaling
- Production Ready
---
# 🌌 DeepQ
![PyPI - Datasets](https://img.shields.io/pypi/v/datasets?style=social\&logo=pypi\&label=Datasets)
![πŸ€– Transformers](https://img.shields.io/pypi/v/transformers?style=social\&label=πŸ€–%20Transformers)
![🀝 Hugging Face](https://img.shields.io/badge/Hugging%20Face-Model-blue?logo=huggingface\&style=social)
![🧠 DeepRethink](https://img.shields.io/badge/DeepRethink-Integrated-blueviolet?style=social\&logo=OpenAI)
![🧬 Cognitive](https://img.shields.io/badge/Cognitive-Simulation-informational?style=social)
![🌍 Multi-Region](https://img.shields.io/badge/Multi-Region-orange?style=social\&logo=cloudflare)
![πŸ“‘ Deployed](https://img.shields.io/badge/Deployed-13%2B%20Regions-brightgreen?style=social\&logo=vercel)
![πŸš€ Production](https://img.shields.io/badge/Production-Ready-success?style=social\&logo=vercel)
![πŸ” Streamed](https://img.shields.io/badge/Streaming-Compatible-lightgrey?style=social\&logo=graphql)
![πŸ”¬ AI Research](https://img.shields.io/badge/AI%20Research-Powered%20by%20DeepQ-critical?style=social\&logo=github)
---
## 🀯 What is DeepQ?
**DeepQ** is an advanced deep reasoning language model created through the synergy between the **QFamily** architecture and the cutting-edge **DeepRethink** dataset. Designed to push the limits of context-rich inference, explanation generation, and reflective response modeling, DeepQ is the next evolution in human-like thought simulation.
It inherits the base architecture of `gpt2-medium` and is fine-tuned with the **DeepRethink** dataset (`kulia-moon/DeepRethink`), which focuses on multi-perspective reasoning, contradictory thought, question decomposition, and hypothetical situations β€” all geared towards cultivating a machine that *rethinks before responding*.
---
## πŸ“¦ Key Features
| Feature | Description |
| ----------------------- | ----------------------------------------------------------------------- |
| 🧠 DeepRethink Data | Trained on thousands of synthetic and real thought chains |
| 🧬 Cognitive Patterns | Simulates re-evaluation and critical thinking behaviors |
| πŸ— GPT2 Foundation | Built on `openai-community/gpt2-medium` |
| 🌎 Regional Scaling | Deploys across regions for low-latency use |
| πŸ’¬ Reflective Responses | Handles contradiction, dilemma, and uncertainty contexts |
| πŸ›  Use Case Ready | Research, chatbots, simulators, tutoring systems, AI ethics discussions |
| ☁️ Multi-vendor Support | Optimized for deployment on Hugging Face, Vercel, AWS, GCP, Azure |
| πŸš€ Streaming Compatible | Full support for SSE and WebSocket-based AI pipelines |
| πŸ“š Licensing | MIT license, open and production-friendly |
---
## πŸš€ Deployments
| Region | Vendor | Endpoint | Deployment Badge |
| ---------------------- | ------------ | --------------------------------------------------------------------------------- | ------------------------------------------------------------------------------------------------------ |
| US East (VA) | Hugging Face | [US East](https://endpoints.huggingface.co/new?repository=StableChatAI/DeepQ) | ![Deploy US](https://img.shields.io/badge/Deploy-US--East-blue?style=flat-square\&logo=vercel) |
| EU West (Ireland) | Hugging Face | [EU West](https://endpoints.huggingface.co/new?repository=StableChatAI/DeepQ) | ![Deploy EU](https://img.shields.io/badge/Deploy-EU--West-green?style=flat-square\&logo=vercel) |
| Asia (Singapore) | Hugging Face | [Asia](https://endpoints.huggingface.co/new?repository=StableChatAI/DeepQ) | ![Deploy Asia](https://img.shields.io/badge/Deploy-Asia-orange?style=flat-square\&logo=vercel) |
| Global CDN | Vercel | [Vercel CDN](https://deepq.vercel.app) | ![Vercel](https://img.shields.io/badge/Vercel-CDN-black?logo=vercel\&style=flat-square) |
| US West (Oregon) | AWS | [AWS](https://endpoints.huggingface.co/new?repository=StableChatAI/DeepQ) | ![AWS](https://img.shields.io/badge/AWS-US--West-critical?style=flat-square\&logo=amazon-aws) |
| EU Central (Frankfurt) | AWS | [AWS EU](https://endpoints.huggingface.co/new?repository=StableChatAI/DeepQ) | ![AWS EU](https://img.shields.io/badge/AWS-EU--Central-lightgrey?style=flat-square\&logo=amazon-aws) |
| Tokyo | GCP | [GCP JP](https://endpoints.huggingface.co/new?repository=StableChatAI/DeepQ) | ![GCP](https://img.shields.io/badge/GCP-Japan-informational?style=flat-square\&logo=google-cloud) |
| Sydney | Azure | [Azure AU](https://endpoints.huggingface.co/new?repository=StableChatAI/DeepQ) | ![Azure](https://img.shields.io/badge/Azure-Sydney-blueviolet?style=flat-square\&logo=microsoft-azure) |
| SΓ£o Paulo | Hugging Face | [Brazil](https://endpoints.huggingface.co/new?repository=StableChatAI/DeepQ) | ![Brazil](https://img.shields.io/badge/HF-SΓ£o%20Paulo-red?style=flat-square\&logo=huggingface) |
| India (Mumbai) | Hugging Face | [India](https://endpoints.huggingface.co/new?repository=StableChatAI/DeepQ) | ![India](https://img.shields.io/badge/Deploy-India-yellow?style=flat-square\&logo=vercel) |
| Canada (Montreal) | Hugging Face | [Canada](https://endpoints.huggingface.co/new?repository=StableChatAI/DeepQ) | ![Canada](https://img.shields.io/badge/Deploy-Canada-success?style=flat-square\&logo=vercel) |
| Africa (Cape Town) | Hugging Face | [Africa](https://endpoints.huggingface.co/new?repository=StableChatAI/DeepQ) | ![Africa](https://img.shields.io/badge/Deploy-Africa-pink?style=flat-square\&logo=vercel) |
| Middle East (Bahrain) | Hugging Face | [Middle East](https://endpoints.huggingface.co/new?repository=StableChatAI/DeepQ) | ![Middle East](https://img.shields.io/badge/Deploy-MENA-purple?style=flat-square\&logo=vercel) |
---
## πŸ§ͺ Use Cases
* **AI Research**: Foundation for studying multi-layered logic simulation and AI explainability
* **Reflective Chatbots**: For applications needing nuanced and multi-turn understanding
* **Tutoring Systems**: Where feedback loops and re-evaluation are essential
* **Debate Engines**: Model holds internal opposition to simulate conflict and resolution
* **Philosophical AI**: Explore cognitive dissonance, ethics, duality, and hypothetical constructs
* **Medical/Ethical Simulators**: With dilemma-aware prompts and double-sided scenarios
---
## 🧭 Quickstart
```bash
pip install transformers
from transformers import pipeline
qa = pipeline("text-generation", model="StableChatAI/DeepQ")
qa("Why do people sometimes change their beliefs?")
```
---
## 🌐 Links
* **Model Card**: [https://huggingface.co/StableChatAI/DeepQ](https://huggingface.co/StableChatAI/DeepQ)
* **Dataset**: [https://huggingface.co/datasets/kulia-moon/DeepRethink](https://huggingface.co/datasets/kulia-moon/DeepRethink)
* **Deploy Model**: [https://endpoints.huggingface.co/new?repository=StableChatAI/DeepQ](https://endpoints.huggingface.co/new?repository=StableChatAI/DeepQ)
* **GitHub**: [https://github.com/StableChatAI/DeepQ](https://github.com/StableChatAI/DeepQ)
* **License**: MIT
---
> *β€œDeepQ isn't just another language model β€” it's a new frontier of thought.”*
> β€” QFamily Lab πŸ§ͺ