| --- |
| license: apache-2.0 |
| language: |
| - en |
| tags: |
| - code |
| - assistant |
| - ollama |
| - openai-compatible |
| - streaming |
| - voice |
| pipeline_tag: text-generation |
| inference: false |
| --- |
| |
| # GeniusPro Coder v1 |
|
|
| **GeniusPro Coder v1** is a coding-focused AI assistant model built for providing intelligent code generation, explanation, and general-purpose AI assistance. |
|
|
| ## Highlights |
|
|
| - Code generation, debugging, and explanation across multiple languages |
| - Natural conversational ability for non-code tasks |
| - OpenAI-compatible API (drop-in replacement for existing tooling) |
| - Streaming support for real-time token delivery |
| - Voice mode with concise, spoken-friendly responses |
| - Runs locally on consumer hardware via [Ollama](https://ollama.com) |
|
|
| ## Intended Use |
|
|
| GeniusPro Coder v1 is designed for: |
|
|
| - **Code assistance** — generating, reviewing, debugging, and explaining code |
| - **Chat** — general-purpose question answering and conversation |
| - **Voice interaction** — concise, natural-language responses optimized for text-to-speech |
|
|
| It powers the GeniusPro platform, which includes a web-based chat dashboard and a real-time voice assistant. |
|
|
|
|
| ### Supported Parameters |
|
|
| | Parameter | Description | |
| |-----------|-------------| |
| | `temperature` | Controls randomness (0.0 = deterministic, 1.0 = creative) | |
| | `top_p` | Nucleus sampling threshold | |
| | `max_tokens` | Maximum tokens to generate | |
| | `stop` | Stop sequences | |
| | `stream` | Enable streaming responses (SSE) | |
|
|
| ### Available Endpoints |
|
|
| | Endpoint | Method | Description | |
| |----------|--------|-------------| |
| | `/v1/models` | GET | List available models | |
| | `/v1/chat/completions` | POST | Chat completions (streaming + non-streaming) | |
| | `/v1/voice` | WebSocket | Real-time voice interaction | |
| | `/health` | GET | Health check (no auth required) | |
|
|
| ## Running Locally with Ollama |
|
|
| ```bash |
| # Pull the model |
| ollama pull geniuspro-coder-v1 |
| |
| # Run interactively |
| ollama run geniuspro-coder-v1 |
| |
| # Serve via API |
| ollama serve |
| ``` |
|
|
| Once running, the model is available at `http://localhost:11434` with the same OpenAI-compatible API format. |
|
|
| ## Infrastructure |
|
|
| GeniusPro Coder v1 runs on dedicated hardware for low-latency inference: |
|
|
| - **GPU**: NVIDIA RTX 5090 (32 GB VRAM) |
| - **Runtime**: [Ollama](https://ollama.com) for model serving |
| - **Gateway**: FastAPI reverse proxy with auth, rate limiting, and usage tracking |
| - **Deployment**: Ubuntu Server behind Nginx + Cloudflare Tunnel |
|
|
| ## Limitations |
|
|
| - Optimized for English. Other languages may work but are not officially supported. |
| - Code generation quality varies by language — strongest in Python, JavaScript/TypeScript, and common web technologies. |
| - Not suitable for safety-critical applications without human review. |
| - Context window and output length are bounded by the underlying architecture. |
|
|
| ## License |
|
|
| This model is released under the [Apache 2.0 License](https://www.apache.org/licenses/LICENSE-2.0). |
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|
