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Polykode LLM
Copyright 2026 0965688 BC Ltd. (ProCogia)
All rights reserved.
Licensed by NVIDIA Corporation under the NVIDIA Nemotron Model License.
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BASE MODEL ATTRIBUTION
Polykode LLM is built on NVIDIA Nemotron-3-Super-120B-A12B, originally
developed and released by NVIDIA Corporation. The base weights used in
production deployments are the NVFP4 checkpoint:
nvidia/NVIDIA-Nemotron-3-Super-120B-A12B-NVFP4
That checkpoint is part of the Nemotron-3-Super-120B-A12B model family
(including BF16 and other precision variants).
Licensed by NVIDIA Corporation under the NVIDIA Nemotron Open Model License.
The full terms of that license are available at:
https://www.nvidia.com/en-us/agreements/enterprise-software/nvidia-nemotron-open-model-license/
NVIDIA Corporation retains all rights to the original Nemotron model weights,
architecture, and associated intellectual property. This notice is included in
compliance with the attribution requirements of the NVIDIA Nemotron Open Model
License and must be retained in any redistribution or further derivative works.
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WHAT THIS REPOSITORY CONTAINS
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.
Unless a separate model weights release is explicitly published by ProCogia,
inference uses the NVIDIA base checkpoint listed above, served under the Polykode
product name via configuration (for example, vLLM --served-model-name
PolyKode_120B_alpha_0.0126 and associated system prompts).
Current production API model identifier: PolyKode_120B_alpha_0.0126
Hosted API access for ProCogia-managed deployments is available on request.
Contact: info@procogia.com
Under the NVIDIA Nemotron Open Model License, works that merely link or bind by
name to model interfaces are not treated as Derivative Works of the base model.
ProCogia's contributions in this repository are separable product configuration
and branding layers on top of the NVIDIA weights.
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PROCogia INTELLECTUAL PROPERTY
0965688 BC Ltd. (ProCogia) owns the Polykode name, branding, product
documentation, system prompts, deployment methodology, and other materials in
this repository that are not part of the NVIDIA Nemotron weights.
If ProCogia separately publishes fine-tuned or adapter weights, those artifacts
will be described in an updated notice and model card. Claims of fine-tuning,
proprietary training data, or derivative weight ownership apply only to such
explicit weight releases, not to configuration-only distributions.
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DISCLAIMER
0965688 BC Ltd. (ProCogia) makes no representations or warranties regarding
the performance, accuracy, or fitness for purpose of Polykode LLM or any
outputs generated using it. Use is at your own risk. 0965688 BC Ltd.
(ProCogia) is not liable for any outcomes, decisions, or actions taken based
on model outputs.
NVIDIA provides the underlying Nemotron weights on an "AS IS" BASIS, WITHOUT
WARRANTIES OR CONDITIONS OF ANY KIND, as stated in the NVIDIA Nemotron Open
Model License.
This product is intended for code modernization and translation tasks (including
SAS, R, and Python). It is not intended for use in safety-critical systems,
medical applications, legal advice, or any regulated context without
appropriate human review and validation.
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THIRD-PARTY COMPONENTS
This repository includes configuration compatible with:
- Hugging Face Transformers (Apache License 2.0)
- vLLM (Apache License 2.0)
- LiteLLM (see upstream license at https://github.com/BerriAI/litellm)
Full license texts for those components are available at their respective
repositories.
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CONTACT AND SUPPORT
For licensing inquiries, commercial use questions, or partnership opportunities:
0965688 BC Ltd. (ProCogia)
Website: https://www.procogia.com
Product: https://polykode.ai
Email: info@procogia.com
For technical issues, bug reports, or model feedback related to this
Hugging Face repository:
Hugging Face: https://huggingface.co/ProCogia
GitHub: https://github.com/ProCogia
For questions about the NVIDIA Nemotron base model, refer to NVIDIA Corporation
and the NVIDIA Nemotron Open Model License.
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FINE-TUNED WEIGHT RELEASES
If this repository is later updated to include ProCogia fine-tuned weights or
adapters, see NOTICE_WEIGHTS_ADDENDUM.txt for additional attribution and
derivative-work terms.
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