TNT Runtime (G9v3 release) - Linux Blackwell Build 1.0.0-g9v3-2607-linux-blackwell

Pinto Martins, Carlos Felipe

doi:10.5281/zenodo.21950531

Published August 14, 2026 | Version 1.0.0-g9v3-2607-linux-blackwell

Software Open

TNT Runtime (G9v3 release) - Linux Blackwell Build 1.0.0-g9v3-2607-linux-blackwell

Pinto Martins, Carlos Felipe¹

1. TNT.Chat

Precompiled TNT Runtime binary for the G9v3 architecture, optimized for Linux / NVIDIA Blackwell systems.

Related Model Weights: Compatible with cafepm/G9v3-39A5B-Q3Q4-GGUF on Hugging Face.

Recommended Citation:

Model weights: cafepm/G9v3-39A5B-Q3Q4-GGUF (Hugging Face)
Runtime: TNT Runtime 1.0.0-g9v3-2607-linux-blackwell (TNT.Chat)

Files

tnt-build-blackwell-10.5281zenodo.21950531.zip

Files (835.9 MB)

Name	Size
tnt-build-blackwell-10.5281zenodo.21950531.zip md5:fd47b0c683b4a04e25087194b7287804	835.9 MB	Preview Download

Additional details

Is supplemented by: Model: https://huggingface.co/cafepm/G9v3-39A5B-Q3Q4-GGUF (URL)

Programming language: C++
Development Status: Active

Views

Downloads

Show more details

	All versions	This version
Views	74	74
Downloads	12	12
Data volume	14.2 GB	14.2 GB

More info on how stats are collected....

DOI

Resource type

Software

Publisher

Zenodo

Languages

English

License: TNT RUNTIME BINARY LICENSE AGREEMENT

TNT RUNTIME BINARY LICENSE AGREEMENT Version 1.0 — 2026-08-14 Product: TNT Runtime (G9v3 release) Build: 1.0.0-g9v3-2607-linux-blackwell Copyright (c) 2026 Carlos F. Pinto Martins / TNT.Chat TNT.Chat reserves all rights in its original modifications, proprietary implementations, build artifacts, packaging, documentation, and other TNT-authored components of the TNT Runtime, except to the extent otherwise stated in writing. TNT Runtime incorporates llama.cpp and may incorporate other third-party software components. Those third-party components remain subject to their respective licenses. Nothing in this Agreement limits, overrides, or replaces rights granted to You directly under an applicable third-party license with respect to the corresponding third-party component. This Agreement applies to precompiled TNT Runtime binaries distributed by TNT.Chat (for example through TNT.Chat's official Zenodo records, official public Colab notebooks, or authorized TNT.Chat deployments). This Agreement does NOT apply to GGUF model weight files distributed separately on Hugging Face or elsewhere. Such model weights remain subject to their own applicable upstream and repository licenses. ------------------------------------------------------------------------------- 1. DEFINITIONS ------------------------------------------------------------------------------- "Agreement" means this TNT Runtime Binary License Agreement. "Binary" means the precompiled TNT Runtime executable(s), shared libraries, runtime files, companion files, manifests, and TNT-authored packaging distributed together under this Agreement. "TNT Components" means TNT.Chat's original modifications, proprietary implementations, build logic, packaging, integration work, and other TNT-authored portions of the Binary in which TNT.Chat or its licensors hold rights that permit TNT.Chat to impose the terms of this Agreement. "Third-Party Components" means software, libraries, source-derived portions, notices, or other materials included in or distributed with the Binary that are owned or licensed by third parties, including llama.cpp / ggml components. "You" means the individual or legal entity obtaining or using the Binary. "Internal Use" means use of the Binary on hardware or compute resources that You own, lease, or control, solely for Your own operations or to serve Your own employees, contractors, affiliates, internal applications, or ordinary customers as part of a broader product or service, provided that: (i) access to general-purpose model inference is not itself the principal product or service being sold to unrelated third parties; (ii) the Binary is not redistributed, sublicensed, exposed for download, or provided to unrelated third parties; and (iii) contractors acting on Your behalf use the Binary solely for Your benefit and subject to obligations at least as protective of the Binary as this Agreement. "Customer-Facing Application" means a product or service in which model inference performed by the Binary is an integrated or ancillary feature of a broader application, workflow, or service, and where customers are not being sold general-purpose access to the Binary or to a model-inference endpoint as the principal commercial offering. "Hosted Inference Service" means any hosted, remote, API-based, multi-tenant, serverless, chat, endpoint, or similar service offered to unrelated third parties where access to general-purpose model inference, model responses, or substantially equivalent inference capability is a principal commercial offering, whether billed per seat, per token, per request, per time period, through bundled credits, or by any equivalent meter. "Redistribution" means providing the Binary or any TNT Component to a third party in executable, packaged, containerized, appliance, image, archive, installer, downloadable, mirrored, sublicensed, or substantially equivalent form. "Authorized Channel" means an official distribution location designated by TNT.Chat, including TNT.Chat's official Zenodo records, TNT.Chat-controlled download locations, and official TNT.Chat Colab notebooks. ------------------------------------------------------------------------------- 2. THIRD-PARTY SOFTWARE AND LICENSE PRIORITY ------------------------------------------------------------------------------- The Binary is a combined distribution that includes Third-Party Components. Third-Party Components are licensed under their respective upstream licenses. You must comply with those licenses and retain all notices required by them. If a term of this Agreement conflicts with a license governing a specific Third-Party Component, the third-party license controls solely with respect to that Third-Party Component. No term of this Agreement is intended to convert, restrict, relicense, or claim exclusive ownership over software that TNT.Chat received under an open-source or other third-party license. Appendix A reproduces the MIT License notice for llama.cpp from the public ggml-org/llama.cpp repository as retrieved on 2026-08-14. Additional third-party notices, when applicable to a particular build, may be provided in THIRD_PARTY_NOTICES.txt, MANIFEST.json, embedded runtime license output, or other files distributed with the Binary. Those notices form part of the distribution and must be retained where required by their respective licenses. ------------------------------------------------------------------------------- 3. GRANT OF RIGHTS ------------------------------------------------------------------------------- Subject to this Agreement, and solely to the extent TNT.Chat has authority to license the TNT Components, TNT.Chat grants You a non-exclusive, non-transferable license, terminable only as provided in this Agreement, to: (a) use the Binary for personal, academic, research, testing, benchmarking, and evaluation purposes; (b) use the Binary for commercial Internal Use, including production workloads for Your organization; (c) use the Binary as an internal inference engine for Customer-Facing Applications, provided that the requirements of Internal Use are met; (d) load compatible model weights and run inference locally, in private networks, in cloud resources You control, or through an Authorized Channel; and (e) make a reasonable number of backup copies solely for Your own permitted use under this Agreement. No ownership of the TNT Components, proprietary TNT implementation, TNT build system, trademarks, or other TNT.Chat intellectual property is transferred to You. ------------------------------------------------------------------------------- 4. RESTRICTIONS — WRITTEN COMMERCIAL CONSENT REQUIRED ------------------------------------------------------------------------------- Except for rights You may independently possess under a license governing a Third-Party Component, You may NOT, without prior written consent from TNT.Chat or a separate signed commercial agreement: (a) redistribute, republish, mirror, sublicense, rent, lease, sell, transfer, or otherwise provide the Binary or TNT Components to unrelated third parties; (b) include the Binary or TNT Components in another product, appliance, device, virtual-machine image, container image, software bundle, installer, hosted downloadable environment, or other package for distribution to third parties; (c) operate or offer a Hosted Inference Service powered principally by the Binary or by a modified, repackaged, or derivative runtime containing TNT Components; (d) use the Binary as the principal inference engine of a general-purpose commercial model API, hosted chatbot platform, model endpoint service, inference marketplace, or equivalent inference-resale offering for unrelated third parties; (e) remove, alter, or obscure TNT.Chat notices, version identifiers, provenance information, or attribution required by this Agreement, or any notice required by an applicable Third-Party Component license; (f) represent the Binary as an official ggml-org, llama.cpp, G9v3, or other upstream project release when it is not; (g) use TNT.Chat names, logos, product names, or trademarks to imply sponsorship, endorsement, certification, or affiliation except for accurate factual attribution; or (h) reverse engineer, decompile, or disassemble TNT Components except to the extent such restriction is prohibited by applicable law. For clarity, Section 4 does not prohibit ordinary commercial Internal Use or a Customer-Facing Application merely because customers receive outputs that were generated using the Binary. The commercial restriction is directed at redistribution of TNT Runtime and at businesses whose principal offering is general-purpose hosted inference powered by TNT Runtime. Obtaining the Binary from an Authorized Channel does not grant You the right to re-upload, mirror, or redistribute the Binary elsewhere. Commercial permissions may be granted separately for OEM distribution, appliance embedding, cloud hosting, managed inference, redistribution, model serving, or other uses. ------------------------------------------------------------------------------- 5. ATTRIBUTION, BENCHMARKS, AND PROVENANCE ------------------------------------------------------------------------------- You must retain all upstream copyright, permission, attribution, and license notices required by Third-Party Component licenses. You must not represent TNT Runtime as an official ggml-org / llama.cpp release. When publicly publishing benchmark results generated using this Binary, You must identify, with reasonable specificity: - the model and quantization used; - the TNT Runtime version/build used; and - material hardware or runtime settings necessary to understand the result. For benchmarks using the TNT.Chat G9v3 release bundle, the recommended citation is: Model weights: cafepm/G9v3-39A5B-Q3Q4-GGUF (Hugging Face) Runtime: TNT Runtime 1.0.0-g9v3-2607-linux-blackwell (TNT.Chat) Nothing in this Section requires You to cite G9v3 when You benchmark a different model using the Binary. TNT.Chat may publish a MANIFEST.json containing build provenance such as the Binary hash, upstream commit identifier, TNT build revision, toolchain, architecture target, dependency versions, and build date. You must not knowingly alter such provenance information while presenting the Binary as an authentic TNT.Chat build. ------------------------------------------------------------------------------- 6. CUSTOMER-FACING APPLICATIONS ------------------------------------------------------------------------------- Customer-Facing Applications are permitted as Internal Use when the Binary remains under Your control and is not redistributed to customers. Examples that are generally permitted under this Agreement include: - an internal enterprise assistant; - an internal coding, research, analytics, or document workflow; - a private company chatbot used by employees; - an application in which AI inference is one feature of a broader workflow; - customer support, operations, or automation software in which users consume the application's business functionality rather than purchasing general-purpose model access. Examples that require separate written commercial permission include: - selling general-purpose API access to models served by TNT Runtime; - selling token-metered or request-metered inference using TNT Runtime; - hosting a general-purpose model endpoint or chatbot service whose principal commercial value is access to the underlying model inference; - reselling TNT Runtime compute capacity to unrelated third parties; or - shipping TNT Runtime inside customer hardware, appliances, containers, installers, or downloadable products. If a use case reasonably falls into both categories, TNT.Chat's written commercial clarification controls with respect to the TNT Components. ------------------------------------------------------------------------------- 7. NO WARRANTY ------------------------------------------------------------------------------- TO THE MAXIMUM EXTENT PERMITTED BY APPLICABLE LAW, THE TNT COMPONENTS AND BINARY ARE PROVIDED "AS IS" AND "AS AVAILABLE," WITHOUT WARRANTY OF ANY KIND, EXPRESS, IMPLIED, OR STATUTORY, INCLUDING WITHOUT LIMITATION WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE, TITLE, ACCURACY, NON-INFRINGEMENT, SECURITY, AVAILABILITY, OR ERROR-FREE OPERATION. YOU ARE SOLELY RESPONSIBLE FOR DETERMINING WHETHER THE BINARY IS APPROPRIATE FOR YOUR USE, FOR VALIDATING MODEL OUTPUTS, AND FOR IMPLEMENTING APPROPRIATE SECURITY, PRIVACY, BACKUP, MONITORING, HUMAN-REVIEW, AND SAFETY CONTROLS. YOU ASSUME ALL RISK ARISING FROM USE OF THE BINARY IN PRODUCTION, SAFETY-CRITICAL, MEDICAL, LEGAL, FINANCIAL, INDUSTRIAL-CONTROL, GOVERNMENTAL, OR OTHER HIGH-CONSEQUENCE ENVIRONMENTS. ------------------------------------------------------------------------------- 8. LIMITATION OF LIABILITY ------------------------------------------------------------------------------- TO THE MAXIMUM EXTENT PERMITTED BY APPLICABLE LAW, TNT.CHAT, ITS AUTHORS, CONTRIBUTORS, LICENSORS, AFFILIATES, OFFICERS, DIRECTORS, EMPLOYEES, AND AGENTS SHALL NOT BE LIABLE FOR ANY INDIRECT, INCIDENTAL, SPECIAL, CONSEQUENTIAL, EXEMPLARY, OR PUNITIVE DAMAGES, OR FOR ANY LOSS OF DATA, GOODWILL, REVENUE, PROFITS, BUSINESS, OR BUSINESS OPPORTUNITY, ARISING OUT OF OR RELATING TO THE TNT COMPONENTS, THE BINARY, OR THIS AGREEMENT, REGARDLESS OF THE THEORY OF LIABILITY AND EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGES. TO THE MAXIMUM EXTENT PERMITTED BY APPLICABLE LAW, THE AGGREGATE LIABILITY OF TNT.CHAT AND THE FOREGOING PARTIES FOR ALL CLAIMS ARISING OUT OF OR RELATING TO THE TNT COMPONENTS, THE BINARY, OR THIS AGREEMENT SHALL NOT EXCEED THE GREATER OF: (A) US$100; OR (B) THE TOTAL AMOUNTS, IF ANY, ACTUALLY PAID BY YOU TO TNT.CHAT SPECIFICALLY FOR THE BINARY DURING THE TWELVE (12) MONTHS PRECEDING THE EVENT GIVING RISE TO THE CLAIM. THE FOREGOING LIMITATIONS DO NOT APPLY TO LIABILITY THAT CANNOT LAWFULLY BE EXCLUDED OR LIMITED. A SEPARATE SIGNED COMMERCIAL AGREEMENT MAY PROVIDE DIFFERENT WARRANTY, SUPPORT, INDEMNITY, OR LIABILITY TERMS AND, TO THE EXTENT OF A CONFLICT, WILL CONTROL FOR THE COMMERCIAL RIGHTS GRANTED UNDER THAT AGREEMENT. ------------------------------------------------------------------------------- 9. COMPLIANCE WITH LAW ------------------------------------------------------------------------------- You are responsible for using the Binary in compliance with applicable laws, regulations, export controls, sanctions, privacy obligations, data-protection requirements, and sector-specific rules. This Agreement does not authorize use of model weights or third-party materials beyond the permissions granted by their respective licenses. ------------------------------------------------------------------------------- 10. TERMINATION ------------------------------------------------------------------------------- This Agreement terminates automatically if You materially breach this Agreement and fail to cure the breach within fourteen (14) days after written notice from TNT.Chat, where the breach is reasonably capable of cure. Notwithstanding the foregoing, this Agreement may terminate immediately upon unauthorized Redistribution, unauthorized sublicensing, intentional removal of required license notices, or operation of a prohibited Hosted Inference Service in violation of Section 4. Upon termination, You must cease use of TNT Components and destroy all copies of the Binary in Your possession or control, except to the extent retention is required by law. Termination of this Agreement does not terminate or reduce rights You hold independently under an applicable license for a Third-Party Component. Sections that by their nature should survive termination, including ownership, restrictions concerning past conduct, warranty disclaimers, limitations of liability, governing law, and third-party-license preservation, survive. ------------------------------------------------------------------------------- 11. COMMERCIAL LICENSING ------------------------------------------------------------------------------- For Redistribution, OEM embedding, appliance distribution, managed hosting, Hosted Inference Services, inference resale, or other commercial rights beyond this Agreement, contact: TNT.Chat licensing@tnt.chat https://ai.tnt.chat/g9v3 A separate signed agreement may grant additional rights and may include support, updates, service levels, redistribution rights, commercial hosting rights, enterprise terms, or other negotiated permissions. ------------------------------------------------------------------------------- 12. GOVERNING LAW AND JURISDICTION ------------------------------------------------------------------------------- This Agreement shall be governed by and construed in accordance with the laws of the State of Florida, United States, without regard to its conflict-of-law principles. To the extent permitted by applicable law, any legal action or proceeding arising out of or relating to this Agreement shall be brought exclusively in the state courts located in Orange County, Florida, or the United States District Court having jurisdiction over Orange County, Florida, and the parties consent to personal jurisdiction and venue in those courts. ------------------------------------------------------------------------------- 13. ACCEPTANCE ------------------------------------------------------------------------------- BY AFFIRMATIVELY ACCEPTING THIS AGREEMENT, DOWNLOADING THE BINARY AFTER BEING PRESENTED WITH NOTICE OF THIS AGREEMENT, OR EXECUTING THE BINARY AFTER BEING PRESENTED WITH NOTICE OF THIS AGREEMENT, YOU AGREE TO BE BOUND BY ITS TERMS. Where TNT.Chat provides an acceptance mechanism such as an "I AGREE" control, checkbox, command-line flag, environment variable, notebook confirmation, or equivalent affirmative action, You must complete that mechanism before using the Binary. If You are accepting on behalf of an organization, You represent that You have authority to bind that organization. If You do not agree to this Agreement, do not download, execute, copy, or use the TNT Components or Binary. ------------------------------------------------------------------------------- 14. ENTIRE AGREEMENT; SEVERABILITY; NO WAIVER ------------------------------------------------------------------------------- This Agreement constitutes the agreement between You and TNT.Chat concerning the rights granted here for TNT Components in this Binary, except where a separate signed agreement expressly supersedes it. If any provision of this Agreement is held unenforceable, that provision shall be enforced to the maximum extent permissible and the remaining provisions shall remain in effect. Failure to enforce any provision is not a waiver of future enforcement. ------------------------------------------------------------------------------- APPENDIX A — LLAMA.CPP MIT LICENSE ------------------------------------------------------------------------------- Source: ggml-org/llama.cpp public repository, LICENSE file, master branch. Retrieved 2026-08-14. The text below is reproduced from the public llama.cpp LICENSE file. MIT License Copyright (c) 2023-2026 The ggml authors Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. ------------------------------------------------------------------------------- END OF LICENSE -------------------------------------------------------------------------------; MIT License

A short and simple permissive license with conditions only requiring preservation of copyright and license notices. Licensed works, modifications, and larger works may be distributed under different terms and without source code. Read more

Technical metadata

Created: August 15, 2026
Modified: August 15, 2026

TNT Runtime (G9v3 release) - Linux Blackwell Build 1.0.0-g9v3-2607-linux-blackwell

Authors/Creators

Description

Files

tnt-build-blackwell-10.5281zenodo.21950531.zip

Files (835.9 MB)

Additional details

Related works

Software