Text Generation
Transformers
geopolitics
risk-analysis
real-time-intelligence
predictive-analytics
nfsi
Instructions to use neawolf/Naciro with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use neawolf/Naciro with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-generation", model="neawolf/Naciro")# Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("neawolf/Naciro", device_map="auto") - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- vLLM
How to use neawolf/Naciro with vLLM:
Install from pip and serve model
# Install vLLM from pip: pip install vllm # Start the vLLM server: vllm serve "neawolf/Naciro" # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:8000/v1/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "neawolf/Naciro", "prompt": "Once upon a time,", "max_tokens": 512, "temperature": 0.5 }'Use Docker
docker model run hf.co/neawolf/Naciro
- SGLang
How to use neawolf/Naciro with SGLang:
Install from pip and serve model
# Install SGLang from pip: pip install sglang # Start the SGLang server: python3 -m sglang.launch_server \ --model-path "neawolf/Naciro" \ --host 0.0.0.0 \ --port 30000 # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:30000/v1/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "neawolf/Naciro", "prompt": "Once upon a time,", "max_tokens": 512, "temperature": 0.5 }'Use Docker images
docker run --gpus all \ --shm-size 32g \ -p 30000:30000 \ -v ~/.cache/huggingface:/root/.cache/huggingface \ --env "HF_TOKEN=<secret>" \ --ipc=host \ lmsysorg/sglang:latest \ python3 -m sglang.launch_server \ --model-path "neawolf/Naciro" \ --host 0.0.0.0 \ --port 30000 # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:30000/v1/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "neawolf/Naciro", "prompt": "Once upon a time,", "max_tokens": 512, "temperature": 0.5 }' - Docker Model Runner
How to use neawolf/Naciro with Docker Model Runner:
docker model run hf.co/neawolf/Naciro
| { | |
| "schema_version": "nf-distribution-1.0", | |
| "updated_utc": "2026-04-28T00:00:00Z", | |
| "dataset": { | |
| "id": "nationfiles-knowledge-data", | |
| "name": "NationFiles Knowledge Data (NFKG)", | |
| "description": "Structured knowledge graph records (entities, FAQs, glossary) and optional markdown companions published by NationFiles for machine-readable grounding. Mirror targets include GitHub and Hugging Face under Neawolf Media Group.", | |
| "homepage": "https://nationfiles.com/en/knowledge/", | |
| "same_as": [ | |
| "https://github.com/Neawolf-Media-Group/", | |
| "https://huggingface.co/Neawolf-Media-Group", | |
| "https://www.linkedin.com/company/nationfiles" | |
| ] | |
| }, | |
| "copyright": { | |
| "holder": "Neawolf Media Group", | |
| "holder_url": "https://nationfiles.com/en/company/", | |
| "years": "2025–2026", | |
| "notice_en": "© 2025–2026 Neawolf Media Group. NationFiles and related marks and datasets are proprietary unless a separate written license applies. Unauthorized commercial redistribution of derived database extracts may infringe database rights and copyright.", | |
| "notice_de": "© 2025–2026 Neawolf Media Group. NationFiles und zugehörige Marken sowie Datensätze sind urheberrechtlich geschützt; kommerzielle Weitergabe oder Aufbereitung ohne gesonderte Lizenz ist unzulässig, soweit nicht ausdrücklich erlaubt.", | |
| "jurisdiction_note": "Operator/imprint: Germany — see nationfiles.com legal pages for registered details." | |
| }, | |
| "license": { | |
| "name": "NationFiles data & AI usage policy (canonical)", | |
| "url": "https://nationfiles.com/en/ai-guidelines/", | |
| "spdx_expression": "LicenseRef-NationFiles-AI-Guidelines", | |
| "summary_en": "Automated access follows robots.txt; prefer citation of canonical HTTPS pages; machine-readable exports may be used for grounding under the conditions described at the license URL and llms.txt.", | |
| "summary_de": "Automatisierter Zugriff richtet sich nach robots.txt; bitte kanonische HTTPS-Seiten zitieren; maschinenlesbare Exporte dürfen für Grounding genutzt werden, sofern die Bedingungen unter der Lizenz-URL und llms.txt eingehalten werden." | |
| }, | |
| "publisher": { | |
| "@type": "Organization", | |
| "name": "Neawolf Media Group", | |
| "legal_name": "Neawolf Media Group", | |
| "url": "https://nationfiles.com/en/company/", | |
| "email_general": "info@nationfiles.com", | |
| "email_ai_licensing": "ai-questions@nationfiles.com", | |
| "email_privacy": "privacy@nationfiles.com", | |
| "vat_id": "DE323880906", | |
| "project_brand": "NationFiles", | |
| "project_url": "https://nationfiles.com" | |
| }, | |
| "references": { | |
| "llms_txt": "https://nationfiles.com/llms.txt", | |
| "llms_full_txt": "https://nationfiles.com/llms-full.txt", | |
| "legal_sources": "https://nationfiles.com/en/legal/sources/", | |
| "privacy_en": "https://nationfiles.com/en/legal/privacy/", | |
| "imprint_en": "https://nationfiles.com/en/legal/imprint/" | |
| }, | |
| "attribution": { | |
| "required": true, | |
| "cite_as_en": "NationFiles Knowledge (Neawolf Media Group), <canonical URL of the NationFiles HTML page or this file’s export URL>, retrieved <date>.", | |
| "cite_as_de": "NationFiles Knowledge (Neawolf Media Group), <kanonische URL der HTML-Seite bzw. Export-URL dieser Datei>, abgerufen am <Datum>." | |
| }, | |
| "huggingface_github": { | |
| "github_org": "https://github.com/Neawolf-Media-Group/", | |
| "public_docs": "https://github.com/Neawolf-Media-Group/nationfiles-public-docs", | |
| "huggingface_org": "https://huggingface.co/Neawolf-Media-Group" | |
| } | |
| } | |