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license: mit |
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datasets: |
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- kulia-moon/DeepRethink |
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language: |
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- en |
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base_model: |
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- openai-community/gpt2-medium |
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tags: |
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- DeepQ |
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- DeepRethink integrated |
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- QFamily |
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- Hugging Face |
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- NLP |
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- AI Research |
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- Reasoning |
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- Cognitive Simulation |
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- Transformers |
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- StableChatAI |
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- MultiVendor Deployments |
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- Region-Based Scaling |
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- Production Ready |
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--- |
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# π DeepQ |
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--- |
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## π€― What is DeepQ? |
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**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. |
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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*. |
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## π¦ Key Features |
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| Feature | Description | |
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| ----------------------- | ----------------------------------------------------------------------- | |
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| π§ DeepRethink Data | Trained on thousands of synthetic and real thought chains | |
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| 𧬠Cognitive Patterns | Simulates re-evaluation and critical thinking behaviors | |
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| π GPT2 Foundation | Built on `openai-community/gpt2-medium` | |
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| π Regional Scaling | Deploys across regions for low-latency use | |
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| π¬ Reflective Responses | Handles contradiction, dilemma, and uncertainty contexts | |
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| π Use Case Ready | Research, chatbots, simulators, tutoring systems, AI ethics discussions | |
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| βοΈ Multi-vendor Support | Optimized for deployment on Hugging Face, Vercel, AWS, GCP, Azure | |
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| π Streaming Compatible | Full support for SSE and WebSocket-based AI pipelines | |
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| π Licensing | MIT license, open and production-friendly | |
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## π Deployments |
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| Region | Vendor | Endpoint | Deployment Badge | |
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| ---------------------- | ------------ | --------------------------------------------------------------------------------- | ------------------------------------------------------------------------------------------------------ | |
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| US East (VA) | Hugging Face | [US East](https://endpoints.huggingface.co/new?repository=StableChatAI/DeepQ) |  | |
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| EU West (Ireland) | Hugging Face | [EU West](https://endpoints.huggingface.co/new?repository=StableChatAI/DeepQ) |  | |
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| Asia (Singapore) | Hugging Face | [Asia](https://endpoints.huggingface.co/new?repository=StableChatAI/DeepQ) |  | |
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| Global CDN | Vercel | [Vercel CDN](https://deepq.vercel.app) |  | |
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| US West (Oregon) | AWS | [AWS](https://endpoints.huggingface.co/new?repository=StableChatAI/DeepQ) |  | |
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| EU Central (Frankfurt) | AWS | [AWS EU](https://endpoints.huggingface.co/new?repository=StableChatAI/DeepQ) |  | |
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| Tokyo | GCP | [GCP JP](https://endpoints.huggingface.co/new?repository=StableChatAI/DeepQ) |  | |
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| Sydney | Azure | [Azure AU](https://endpoints.huggingface.co/new?repository=StableChatAI/DeepQ) |  | |
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| SΓ£o Paulo | Hugging Face | [Brazil](https://endpoints.huggingface.co/new?repository=StableChatAI/DeepQ) |  | |
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| India (Mumbai) | Hugging Face | [India](https://endpoints.huggingface.co/new?repository=StableChatAI/DeepQ) |  | |
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| Canada (Montreal) | Hugging Face | [Canada](https://endpoints.huggingface.co/new?repository=StableChatAI/DeepQ) |  | |
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| Africa (Cape Town) | Hugging Face | [Africa](https://endpoints.huggingface.co/new?repository=StableChatAI/DeepQ) |  | |
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| Middle East (Bahrain) | Hugging Face | [Middle East](https://endpoints.huggingface.co/new?repository=StableChatAI/DeepQ) |  | |
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## π§ͺ Use Cases |
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* **AI Research**: Foundation for studying multi-layered logic simulation and AI explainability |
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* **Reflective Chatbots**: For applications needing nuanced and multi-turn understanding |
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* **Tutoring Systems**: Where feedback loops and re-evaluation are essential |
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* **Debate Engines**: Model holds internal opposition to simulate conflict and resolution |
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* **Philosophical AI**: Explore cognitive dissonance, ethics, duality, and hypothetical constructs |
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* **Medical/Ethical Simulators**: With dilemma-aware prompts and double-sided scenarios |
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## π§ Quickstart |
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```bash |
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pip install transformers |
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from transformers import pipeline |
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qa = pipeline("text-generation", model="StableChatAI/DeepQ") |
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qa("Why do people sometimes change their beliefs?") |
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``` |
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## π Links |
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* **Model Card**: [https://huggingface.co/StableChatAI/DeepQ](https://huggingface.co/StableChatAI/DeepQ) |
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* **Dataset**: [https://huggingface.co/datasets/kulia-moon/DeepRethink](https://huggingface.co/datasets/kulia-moon/DeepRethink) |
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* **Deploy Model**: [https://endpoints.huggingface.co/new?repository=StableChatAI/DeepQ](https://endpoints.huggingface.co/new?repository=StableChatAI/DeepQ) |
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* **GitHub**: [https://github.com/StableChatAI/DeepQ](https://github.com/StableChatAI/DeepQ) |
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* **License**: MIT |
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> *βDeepQ isn't just another language model β it's a new frontier of thought.β* |
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> β QFamily Lab π§ͺ |