| ---
|
| license: other
|
| license_name: nvidia-nemotron-open-model-license
|
| license_link: https://www.nvidia.com/en-us/agreements/enterprise-software/nvidia-nemotron-open-model-license/
|
| base_model: nvidia/NVIDIA-Nemotron-3-Super-120B-A12B-NVFP4
|
| tags:
|
| - polykode
|
| - PolyKode_120B_alpha_0.0126
|
| - code-modernization
|
| - nemotron
|
| - procogia
|
| - enterprise
|
| language:
|
| - en
|
| - code
|
| ---
|
|
|
| # Polykode LLM
|
|
|
| Polykode is ProCogia's AI system for enterprise code modernization — specializing in translating and modernizing SAS, R, and Python code.
|
|
|
| This Hugging Face repository contains product configuration and documentation for running Polykode on the NVIDIA Nemotron base model. It does not redistribute modified model weights unless explicitly stated in a release.
|
|
|
| ## Current release
|
|
|
| | | |
|
| |---|---|
|
| | **API model name** | `PolyKode_120B_alpha_0.0126` |
|
| | **Display name** | Polykode |
|
| | **Release** | Polykode 120B Alpha 0.0126 |
|
| | **Hosted access** | Contact [info@procogia.com](mailto:info@procogia.com) for ProCogia-managed deployment |
|
|
|
| ## Base model
|
|
|
| | | |
|
| |---|---|
|
| | **Weights** | [nvidia/NVIDIA-Nemotron-3-Super-120B-A12B-NVFP4](https://huggingface.co/nvidia/NVIDIA-Nemotron-3-Super-120B-A12B-NVFP4) |
|
| | **License** | [NVIDIA Nemotron Open Model License](https://www.nvidia.com/en-us/agreements/enterprise-software/nvidia-nemotron-open-model-license/) |
|
| | **Architecture** | Nemotron-3-Super-120B-A12B (120B total / 12B active, NVFP4) |
|
|
|
| Licensed by NVIDIA Corporation under the NVIDIA Nemotron Model License.
|
|
|
| ## What Polykode adds
|
|
|
| ProCogia's contributions (separate from NVIDIA weights):
|
|
|
| - **Polykode** product name and branding
|
| - System prompts for code modernization workflows
|
| - LiteLLM / vLLM inference configuration (`--served-model-name PolyKode_120B_alpha_0.0126`)
|
| - Deployment references for ProCogia infrastructure
|
|
|
| Under the NVIDIA Nemotron Open Model License, configuration and API aliases that bind by name to the base model are **not** Derivative Works of the Nemotron weights.
|
|
|
| ## Intended use
|
|
|
| - Enterprise code translation and modernization (SAS, R, Python)
|
| - Developer assistance in migration projects
|
| - **Not** for safety-critical, medical, legal, or regulated use without human review
|
|
|
| ## Inference example (vLLM)
|
|
|
| Download the NVIDIA base checkpoint, then serve with the Polykode API name:
|
|
|
| ```bash
|
| python -m vllm.entrypoints.openai.api_server \
|
| --model /path/to/NVIDIA-Nemotron-3-Super-120B-A12B-NVFP4 \
|
| --served-model-name PolyKode_120B_alpha_0.0126 \
|
| --host 0.0.0.0 \
|
| --port 8000
|
| ```
|
|
|
| ## API example (OpenAI-compatible)
|
|
|
| ```bash
|
| curl http://localhost:8000/v1/chat/completions \
|
| -H "Authorization: Bearer YOUR_API_KEY" \
|
| -H "Content-Type: application/json" \
|
| -d '{
|
| "model": "PolyKode_120B_alpha_0.0126",
|
| "messages": [{"role": "user", "content": "Translate this SAS snippet to Python."}]
|
| }'
|
| ```
|
|
|
| Replace `http://localhost:8000` with your vLLM or LiteLLM gateway URL.
|
|
|
| Use the system prompt and LiteLLM config in this repository for Polykode behavior.
|
|
|
| ## Repository contents
|
|
|
| | Path | Description |
|
| |------|-------------|
|
| | `NOTICE` | Attribution and legal notice (required for redistribution) |
|
| | `LICENSE` | Licensing summary |
|
| | `litellm_config.polykode.yaml` | LiteLLM routing + Polykode system prompt |
|
| | `NOTICE_WEIGHTS_ADDENDUM.txt` | Use only if fine-tuned weights are published |
|
|
|
| ## Legal
|
|
|
| - **NVIDIA Nemotron weights**: NVIDIA Corporation — [Nemotron Open Model License](https://www.nvidia.com/en-us/agreements/enterprise-software/nvidia-nemotron-open-model-license/)
|
| - **Polykode product materials**: 0965688 BC Ltd. (ProCogia) — see `NOTICE`
|
|
|
| ## Contact
|
|
|
| | | |
|
| |---|---|
|
| | **Product** | https://polykode.ai |
|
| | **Company** | https://www.procogia.com |
|
| | **Email** | info@procogia.com |
|
| | **Hugging Face** | https://huggingface.co/ProCogia |
|
|
|
| ## Citation
|
|
|
| If you reference Polykode in academic or technical work, cite the NVIDIA Nemotron base model and note Polykode as ProCogia's product configuration layer. See NVIDIA's model card for Nemotron citation guidance.
|
|
|
