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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.
|