Upload folder using huggingface_hub

.gitattributes

@@ -3,4 +3,5 @@
 *.pt filter=lfs diff=lfs merge=lfs -text
 *.pth filter=lfs diff=lfs merge=lfs -text
 
+PipelineSimple.png filter=lfs diff=lfs merge=lfs -text
 tokenizer.json filter=lfs diff=lfs merge=lfs -text

LICENSE

@@ -1,304 +1,304 @@
-SAND-MATH [Open RAIL-MSD] 
-
-Licensed Artifact(s):
-
--   Model, Source Code, Data
-
-Section I: PREAMBLE
-
-BY ACCESSING, DOWNLOADING, INSTALLING, OR USING THE ARTIFACT, YOU AGREE
-TO BE BOUND BY THIS LICENSE. IF YOU DO NOT AGREE TO ALL OF THE TERMS AND
-CONDITIONS OF THIS LICENSE, DO NOT ACCESS, DOWNLOAD, INSTALL, OR USE THE
-ARTIFACT.
-
-1. Definitions
-
-(a) “Application” refers to a sequence of instructions or statements
-    written in machine code language, including object code (that is the
-    product of a compiler), binary code (data using a two-symbol system)
-    or an intermediate language (such as register transfer language).
-
-(b) “Artifact” refers to a software application (in either binary or
-    source code format), Data, Model, and/or Source Code, in accordance
-    with what is specified above as the “Licensed Artifact”.
-
-(c) “Contribution” means any work, including any modifications or
-    additions to an Artifact, that is intentionally submitted to
-    Licensor for inclusion or incorporation in the Artifact directly or
-    indirectly by the rights owner. For the purposes of this definition,
-    “submitted” means any form of electronic, verbal, or written
-    communication sent to the Licensor or its representatives, including
-    but not limited to communication on electronic mailing lists, source
-    code control systems, and issue tracking systems that are managed
-    by, or on behalf of, the Licensor for the purpose of discussing,
-    sharing and improving the Artifact, but excluding communication that
-    is conspicuously marked or otherwise designated in writing by the
-    contributor as “Not a Contribution.”
-
-(d) “Contributor” means Licensor or any other individual or legal entity
-    that creates or owns a Contribution that is added to or incorporated
-    into an Artifact or its Derivative.
-
-(e) “Data” means a collection of information and/or content extracted
-    from the dataset used with a given Model, including to train,
-    pretrain, or otherwise evaluate the Model. 
-
-(f) “Derivative” means a work derived from or based upon an Artifact,
-    and includes all modified versions of such Artifact.
-
-(g) “Distribution” means any transmission, reproduction, publication or
-    other sharing of an Artifact or Derivative to a Third Party,
-    including providing a hosted service incorporating the Artifact,
-    which is made available by electronic or other remote means -
-    e.g. API-based or web access.
-
-(h) “Harm” includes but is not limited to physical, mental,
-    psychological, financial and reputational damage, pain, or loss.
-
-(i) “License” means the terms and conditions for use, reproduction, and
-    Distribution as defined in this document.
-
-(j) “Licensor” means the rights owner (by virtue of creation or
-    documented transfer of ownership) or entity authorized by the rights
-    owner (e.g., exclusive licensee) that is granting the rights in this
-    License.
-
-(k) “Model” means any machine-learning based assembly or assemblies
-    (including checkpoints), consisting of learnt weights, parameters
-    (including optimizer states), corresponding to the model
-    architecture as embodied in the Source Code.
-
-(l) “Output” means the results of operating a Model as embodied in
-    informational content resulting therefrom.
-
-(m) “Source Code” means any collection of text written using
-    human-readable programming language, including the code and scripts
-    used to define, run, load, benchmark or evaluate a Model or any
-    component thereof, and/or used to prepare data for training or
-    evaluation, if any. Source Code includes any accompanying
-    documentation, tutorials, examples, etc, if any. For clarity, the
-    term “Source Code” as used in this License includes any and all
-    Derivatives of such Source Code.
-
-(n) “Third Parties” means individuals or legal entities that are not
-    under common control with Licensor or You.
-
-(o) “Use” includes accessing, using, copying, modifying, and/or
-    distributing an Artifact; in connection with a Model as Artifact,
-    Use also includes creating content, fine-tuning, updating, running,
-    training, evaluating and/or re-parametrizing such Model.
-
-(p) “You” (or “Your”) means an individual or legal entity receiving and
-    exercising permissions granted by this License and/or making use of
-    the Artifact for permitted purposes and in any permitted field of
-    use, including usage of the Artifact in an end-use application -
-    e.g. chatbot, translator, image generator, etc.
-
-Section II: INTELLECTUAL PROPERTY RIGHTS
-
-Both copyright and patent grants may apply to the Artifact. The Artifact
-is subject to additional terms and conditions as described in Section III
-below. 
-
-2. Grant of Copyright License. Conditioned upon compliance with Section
-III below and subject to the terms and conditions of this License, each
-Contributor hereby grants to You a worldwide, non-exclusive, royalty-free copyright license to
-reproduce, use, publicly display, publicly perform, sublicense, and
-distribute the Artifact and Derivatives thereof.
-
-3. Grant of Patent License. Conditioned upon compliance with Section III
-below and subject to the terms and conditions of this License, and only
-where and as applicable, each Contributor hereby grants to You a worldwide, non-exclusive,
-royalty-free, irrevocable (except as stated in this paragraph) patent
-license to make, have made, use, sell, offer to sell, import, and
-otherwise transfer the Artifact where such license applies only to those
-patent claims licensable by such Contributor that are necessarily
-infringed by their Contribution(s) alone or by combination of their
-Contribution(s) with the Artifact to which such Contribution(s) was
-submitted. If You institute patent litigation against any entity
-(including a cross-claim or counterclaim in a lawsuit) alleging that the
-Artifact and/or a Contribution incorporated within the Artifact
-constitutes direct or contributory patent infringement, then any patent
-licenses granted to You under this License in connection with the
-Artifact shall terminate as of the date such litigation is asserted or
-filed.
-
-Licensor and Contributor each have the right to grant the licenses
-above.
-
-Section III: CONDITIONS OF USAGE, DISTRIBUTION AND REDISTRIBUTION
-
-4. Use-based restrictions. The restrictions set forth in Attachment A
-are mandatory Use-based restrictions. Therefore You may not Use the
-Artifact in violation of such restrictions. You may Use the Artifact
-only subject to this License. You shall require all of Your users who
-use the Artifact or its Derivative to comply with the terms of this
-paragraph.
-
-5. The Output You Generate with a Model (as Artifact). Except as set
-forth herein, Licensor claims no rights in the Output You generate. You
-are accountable for the Output You generate and its subsequent uses. No
-use of the Output may contravene any provision as stated in this
-License.
-
-6. Distribution and Redistribution. You may host for Third Party remote
-access purposes (e.g. software-as-a-service), reproduce and distribute
-copies of the Artifact or its Derivatives in any medium, with or without
-modifications, provided that You meet the following conditions:
-
-6.1.  Use-based restrictions in paragraph 4 MUST be included as a
-      condition precedent to effect any type of legal agreement (e.g. a
-      license) governing the use and/or distribution of the Artifact or
-      its Derivatives, and You shall give such notice to any subsequent
-      Third Party recipients;
-6.2.  You shall give any Third Party recipients of the Artifact or its
-      Derivatives a copy of this License;
-6.3.  You shall cause any modified files to carry prominent notices
-      stating that You changed the files;
-6.4.  You shall retain all copyright, patent, trademark, and attribution
-      notices excluding those notices that do not pertain to any part of
-      the Artifact or its Derivatives.
-
-You may add Your own copyright statement to Your modifications and may
-provide additional or different license terms and conditions with
-respect to paragraph 6.1., to govern the use, reproduction, or
-Distribution of Your modifications, or for any Derivative, provided that
-Your use, reproduction, and Distribution of the Artifact or its
-Derivative otherwise complies with the conditions stated in this
-License. In other words, the Use-based restrictions in Attachment A form
-the minimum set of terms for You to license to Third Parties any
-Artifact or its Derivative, but You may add more restrictive terms if
-You deem it necessary.
-
-Section IV: OTHER PROVISIONS
-
-7. Updates and Runtime Restrictions. To the maximum extent permitted by
-law, Licensor reserves the right to restrict (remotely or otherwise)
-usage of the Artifact in violation of this License or update the
-Artifact through electronic means.
-
-8. Trademarks and Related. Nothing in this License permits You to make
-use of Licensors’ trademarks, trade names, logos or to otherwise suggest
-endorsement or misrepresent the relationship between the parties; and
-any rights not expressly granted herein are reserved by the Licensors.
-
-9. Disclaimer of Warranty. Unless required by applicable law or agreed
-to in writing, Licensor provides the Artifact (and each Contributor
-provides its Contributions) on an “AS IS” BASIS, WITHOUT WARRANTIES OR
-CONDITIONS OF ANY KIND, either express or implied, including, without
-limitation, any warranties or conditions of TITLE, NON-INFRINGEMENT,
-MERCHANTABILITY, or FITNESS FOR A PARTICULAR PURPOSE. You are solely
-responsible for determining the appropriateness of using the Artifact,
-and assume any risks associated with Your exercise of permissions under
-this License.
-
-10. Limitation of Liability. In no event and under no legal theory,
-whether in tort (including negligence), contract, or otherwise, unless
-required by applicable law (such as deliberate and grossly negligent
-acts) or agreed to in writing, shall any Contributor be liable to You
-for damages, including any direct, indirect, special, incidental, or
-consequential damages of any character arising as a result of this
-License or out of the use or inability to use the Artifact (including
-but not limited to damages for loss of goodwill, work stoppage, computer
-failure or malfunction, or any and all other commercial damages or
-losses), even if such Contributor has been advised of the possibility of
-such damages.
-
-11. If any provision of this License is held to be invalid, illegal or
-unenforceable, the remaining provisions shall be unaffected thereby and
-remain valid as if such provision had not been set forth herein.
-
-12. Term and Termination. The term of this License will commence upon
-the earlier of Your (a) acceptance of this License or (b) accessing the
-Artifact; and will continue in full force and effect until terminated in
-accordance with the terms and conditions herein. Licensor may terminate
-this License if You are in breach of any term or condition of this
-License. Upon termination of this License, all licenses granted to You
-will terminate and You must promptly delete and cease use of the
-Artifact. Sections 1, 7, 8, 9, 10, 11, and 12 survive termination of
-this License.
-
-END OF TERMS AND CONDITIONS
-
-Attachment A
-
-AMD Responsible AI Use Policy
-
-AMD is committed to the responsible use of its Artificial Intelligence
-(AI) products and technologies (“AMD AI”).  AMD AI may include
-artificial intelligence or machine learning technologies that use
-algorithms to analyze data and generate output using predictions based
-on patterns in data.  This policy explains the uses that AMD
-specifically prohibits.
-
-If you use any AMD AI, you are agreeing to use the AMD AI in compliance
-with applicable laws and not for any of the following prohibited uses.
-
-Prohibited Uses:
-
-1) No Illegal Acts.  Do not use AMD AI in violation of any applicable
-national, state, local, or other jurisdictional law, rule, regulation,
-or sanction.
-
-2) No Explicit Content.  Do not use AMD AI to submit (as input),
-generate, or disseminate content depicting violent or sexually explicit
-content or to create sexual chatbots.
-
-3) No Harm.  Do not use AMD AI for any potentially harmful uses,
-   including fraud, deception, discrimination, abuse, or harassment,
-   including the following:
-
-   a) Harm or abuse of a minor, including grooming and child sexual
-      exploitation.
-
-   b) Impersonation of human beings for purposes of deception.
-
-   c) Generation or dissemination of information you know to be false
-      for the purpose of harming others.
-
-   d) Intentionally defame, disparage, or otherwise harass others.
-
-   e) Intentionally attempting to materially distort the behavior of a
-      person in a manner that causes or is likely to cause that person
-      or another person physical or psychological harm.
-
-   f) Providing medical advice or interpretation of medical results that
-      is intended to be a substitute for professional medical advice,
-      diagnosis, or treatment.
-
-   g) Engaging in the unlawful or unauthorized practice of any
-      profession, including financial, legal, medical, health, or
-      related professional practices.
-
-   h) Judgment of, discrimination against, or harm to individuals or
-      groups based on legally protected characteristics or categories,
-      online or offline social behavior, or known or predicted personal
-      or personality characteristics, including any of the foregoing
-      uses in social credit systems.
-
-4) No High-Risk Activity.  Do not use AMD AI in any high-risk activities
- or applications that create a risk of personal injury, death, or
-severe property or environmental damage, including in weapons or
-military applications.
-
-5) No Personal Information.  Do not use AMD AI to collect, process, or
-disclose personal data, including heath or sensitive personal
-information, without the necessary rights or consents.
-
-6) No Infringement.  Do not use AMD AI to generate or disseminate any
-information that infringes upon or misappropriates the intellectual
-property rights of others, including copyright, trademark, patent, and
-trade secret rights, rights to privacy, and publicity rights.
-
-7) No Malware.  Do not use AMD AI to generate or disseminate malware or
-any other content to be used for the purpose of facilitating unpermitted
-access to, or use of, computer systems or data.
-
-8) No Obfuscation.  Do not inappropriately obfuscate or fail to disclose
-to end users the presence of AI in any application in which AMD AI is
-deployed, along with any known risks or dangers of using AI without
-appropriate safeguards, oversight and human control.
-
-9) No Reliance.  Do not rely on any information generated using AMD AI
-without assessing it for accuracy, potential for harm, or other specific
-risks applicable to the use case.
+SAND-MATH [Open RAIL-MSD] 
+
+Licensed Artifact(s):
+
+-   Model, Source Code, Data
+
+Section I: PREAMBLE
+
+BY ACCESSING, DOWNLOADING, INSTALLING, OR USING THE ARTIFACT, YOU AGREE
+TO BE BOUND BY THIS LICENSE. IF YOU DO NOT AGREE TO ALL OF THE TERMS AND
+CONDITIONS OF THIS LICENSE, DO NOT ACCESS, DOWNLOAD, INSTALL, OR USE THE
+ARTIFACT.
+
+1. Definitions
+
+(a) �Application� refers to a sequence of instructions or statements
+    written in machine code language, including object code (that is the
+    product of a compiler), binary code (data using a two-symbol system)
+    or an intermediate language (such as register transfer language).
+
+(b) �Artifact� refers to a software application (in either binary or
+    source code format), Data, Model, and/or Source Code, in accordance
+    with what is specified above as the �Licensed Artifact�.
+
+(c) �Contribution� means any work, including any modifications or
+    additions to an Artifact, that is intentionally submitted to
+    Licensor for inclusion or incorporation in the Artifact directly or
+    indirectly by the rights owner. For the purposes of this definition,
+    �submitted� means any form of electronic, verbal, or written
+    communication sent to the Licensor or its representatives, including
+    but not limited to communication on electronic mailing lists, source
+    code control systems, and issue tracking systems that are managed
+    by, or on behalf of, the Licensor for the purpose of discussing,
+    sharing and improving the Artifact, but excluding communication that
+    is conspicuously marked or otherwise designated in writing by the
+    contributor as �Not a Contribution.�
+
+(d) �Contributor� means Licensor or any other individual or legal entity
+    that creates or owns a Contribution that is added to or incorporated
+    into an Artifact or its Derivative.
+
+(e) �Data� means a collection of information and/or content extracted
+    from the dataset used with a given Model, including to train,
+    pretrain, or otherwise evaluate the Model. 
+
+(f) �Derivative� means a work derived from or based upon an Artifact,
+    and includes all modified versions of such Artifact.
+
+(g) �Distribution� means any transmission, reproduction, publication or
+    other sharing of an Artifact or Derivative to a Third Party,
+    including providing a hosted service incorporating the Artifact,
+    which is made available by electronic or other remote means -
+    e.g. API-based or web access.
+
+(h) �Harm� includes but is not limited to physical, mental,
+    psychological, financial and reputational damage, pain, or loss.
+
+(i) �License� means the terms and conditions for use, reproduction, and
+    Distribution as defined in this document.
+
+(j) �Licensor� means the rights owner (by virtue of creation or
+    documented transfer of ownership) or entity authorized by the rights
+    owner (e.g., exclusive licensee) that is granting the rights in this
+    License.
+
+(k) �Model� means any machine-learning based assembly or assemblies
+    (including checkpoints), consisting of learnt weights, parameters
+    (including optimizer states), corresponding to the model
+    architecture as embodied in the Source Code.
+
+(l) �Output� means the results of operating a Model as embodied in
+    informational content resulting therefrom.
+
+(m) �Source Code� means any collection of text written using
+    human-readable programming language, including the code and scripts
+    used to define, run, load, benchmark or evaluate a Model or any
+    component thereof, and/or used to prepare data for training or
+    evaluation, if any. Source Code includes any accompanying
+    documentation, tutorials, examples, etc, if any. For clarity, the
+    term �Source Code� as used in this License includes any and all
+    Derivatives of such Source Code.
+
+(n) �Third Parties� means individuals or legal entities that are not
+    under common control with Licensor or You.
+
+(o) �Use� includes accessing, using, copying, modifying, and/or
+    distributing an Artifact; in connection with a Model as Artifact,
+    Use also includes creating content, fine-tuning, updating, running,
+    training, evaluating and/or re-parametrizing such Model.
+
+(p) �You� (or �Your�) means an individual or legal entity receiving and
+    exercising permissions granted by this License and/or making use of
+    the Artifact for permitted purposes and in any permitted field of
+    use, including usage of the Artifact in an end-use application -
+    e.g. chatbot, translator, image generator, etc.
+
+Section II: INTELLECTUAL PROPERTY RIGHTS
+
+Both copyright and patent grants may apply to the Artifact. The Artifact
+is subject to additional terms and conditions as described in Section III
+below. 
+
+2. Grant of Copyright License. Conditioned upon compliance with Section
+III below and subject to the terms and conditions of this License, each
+Contributor hereby grants to You a worldwide, non-exclusive, royalty-free copyright license to
+reproduce, use, publicly display, publicly perform, sublicense, and
+distribute the Artifact and Derivatives thereof.
+
+3. Grant of Patent License. Conditioned upon compliance with Section III
+below and subject to the terms and conditions of this License, and only
+where and as applicable, each Contributor hereby grants to You a worldwide, non-exclusive,
+royalty-free, irrevocable (except as stated in this paragraph) patent
+license to make, have made, use, sell, offer to sell, import, and
+otherwise transfer the Artifact where such license applies only to those
+patent claims licensable by such Contributor that are necessarily
+infringed by their Contribution(s) alone or by combination of their
+Contribution(s) with the Artifact to which such Contribution(s) was
+submitted. If You institute patent litigation against any entity
+(including a cross-claim or counterclaim in a lawsuit) alleging that the
+Artifact and/or a Contribution incorporated within the Artifact
+constitutes direct or contributory patent infringement, then any patent
+licenses granted to You under this License in connection with the
+Artifact shall terminate as of the date such litigation is asserted or
+filed.
+
+Licensor and Contributor each have the right to grant the licenses
+above.
+
+Section III: CONDITIONS OF USAGE, DISTRIBUTION AND REDISTRIBUTION
+
+4. Use-based restrictions. The restrictions set forth in Attachment A
+are mandatory Use-based restrictions. Therefore You may not Use the
+Artifact in violation of such restrictions. You may Use the Artifact
+only subject to this License. You shall require all of Your users who
+use the Artifact or its Derivative to comply with the terms of this
+paragraph.
+
+5. The Output You Generate with a Model (as Artifact). Except as set
+forth herein, Licensor claims no rights in the Output You generate. You
+are accountable for the Output You generate and its subsequent uses. No
+use of the Output may contravene any provision as stated in this
+License.
+
+6. Distribution and Redistribution. You may host for Third Party remote
+access purposes (e.g. software-as-a-service), reproduce and distribute
+copies of the Artifact or its Derivatives in any medium, with or without
+modifications, provided that You meet the following conditions:
+
+6.1.  Use-based restrictions in paragraph 4 MUST be included as a
+      condition precedent to effect any type of legal agreement (e.g. a
+      license) governing the use and/or distribution of the Artifact or
+      its Derivatives, and You shall give such notice to any subsequent
+      Third Party recipients;
+6.2.  You shall give any Third Party recipients of the Artifact or its
+      Derivatives a copy of this License;
+6.3.  You shall cause any modified files to carry prominent notices
+      stating that You changed the files;
+6.4.  You shall retain all copyright, patent, trademark, and attribution
+      notices excluding those notices that do not pertain to any part of
+      the Artifact or its Derivatives.
+
+You may add Your own copyright statement to Your modifications and may
+provide additional or different license terms and conditions with
+respect to paragraph 6.1., to govern the use, reproduction, or
+Distribution of Your modifications, or for any Derivative, provided that
+Your use, reproduction, and Distribution of the Artifact or its
+Derivative otherwise complies with the conditions stated in this
+License. In other words, the Use-based restrictions in Attachment A form
+the minimum set of terms for You to license to Third Parties any
+Artifact or its Derivative, but You may add more restrictive terms if
+You deem it necessary.
+
+Section IV: OTHER PROVISIONS
+
+7. Updates and Runtime Restrictions. To the maximum extent permitted by
+law, Licensor reserves the right to restrict (remotely or otherwise)
+usage of the Artifact in violation of this License or update the
+Artifact through electronic means.
+
+8. Trademarks and Related. Nothing in this License permits You to make
+use of Licensors� trademarks, trade names, logos or to otherwise suggest
+endorsement or misrepresent the relationship between the parties; and
+any rights not expressly granted herein are reserved by the Licensors.
+
+9. Disclaimer of Warranty. Unless required by applicable law or agreed
+to in writing, Licensor provides the Artifact (and each Contributor
+provides its Contributions) on an �AS IS� BASIS, WITHOUT WARRANTIES OR
+CONDITIONS OF ANY KIND, either express or implied, including, without
+limitation, any warranties or conditions of TITLE, NON-INFRINGEMENT,
+MERCHANTABILITY, or FITNESS FOR A PARTICULAR PURPOSE. You are solely
+responsible for determining the appropriateness of using the Artifact,
+and assume any risks associated with Your exercise of permissions under
+this License.
+
+10. Limitation of Liability. In no event and under no legal theory,
+whether in tort (including negligence), contract, or otherwise, unless
+required by applicable law (such as deliberate and grossly negligent
+acts) or agreed to in writing, shall any Contributor be liable to You
+for damages, including any direct, indirect, special, incidental, or
+consequential damages of any character arising as a result of this
+License or out of the use or inability to use the Artifact (including
+but not limited to damages for loss of goodwill, work stoppage, computer
+failure or malfunction, or any and all other commercial damages or
+losses), even if such Contributor has been advised of the possibility of
+such damages.
+
+11. If any provision of this License is held to be invalid, illegal or
+unenforceable, the remaining provisions shall be unaffected thereby and
+remain valid as if such provision had not been set forth herein.
+
+12. Term and Termination. The term of this License will commence upon
+the earlier of Your (a) acceptance of this License or (b) accessing the
+Artifact; and will continue in full force and effect until terminated in
+accordance with the terms and conditions herein. Licensor may terminate
+this License if You are in breach of any term or condition of this
+License. Upon termination of this License, all licenses granted to You
+will terminate and You must promptly delete and cease use of the
+Artifact. Sections 1, 7, 8, 9, 10, 11, and 12 survive termination of
+this License.
+
+END OF TERMS AND CONDITIONS
+
+Attachment A
+
+AMD Responsible AI Use Policy
+
+AMD is committed to the responsible use of its Artificial Intelligence
+(AI) products and technologies (�AMD AI�).  AMD AI may include
+artificial intelligence or machine learning technologies that use
+algorithms to analyze data and generate output using predictions based
+on patterns in data.  This policy explains the uses that AMD
+specifically prohibits.
+
+If you use any AMD AI, you are agreeing to use the AMD AI in compliance
+with applicable laws and not for any of the following prohibited uses.
+
+Prohibited Uses:
+
+1) No Illegal Acts.  Do not use AMD AI in violation of any applicable
+national, state, local, or other jurisdictional law, rule, regulation,
+or sanction.
+
+2) No Explicit Content.  Do not use AMD AI to submit (as input),
+generate, or disseminate content depicting violent or sexually explicit
+content or to create sexual chatbots.
+
+3) No Harm.  Do not use AMD AI for any potentially harmful uses,
+   including fraud, deception, discrimination, abuse, or harassment,
+   including the following:
+
+   a) Harm or abuse of a minor, including grooming and child sexual
+      exploitation.
+
+   b) Impersonation of human beings for purposes of deception.
+
+   c) Generation or dissemination of information you know to be false
+      for the purpose of harming others.
+
+   d) Intentionally defame, disparage, or otherwise harass others.
+
+   e) Intentionally attempting to materially distort the behavior of a
+      person in a manner that causes or is likely to cause that person
+      or another person physical or psychological harm.
+
+   f) Providing medical advice or interpretation of medical results that
+      is intended to be a substitute for professional medical advice,
+      diagnosis, or treatment.
+
+   g) Engaging in the unlawful or unauthorized practice of any
+      profession, including financial, legal, medical, health, or
+      related professional practices.
+
+   h) Judgment of, discrimination against, or harm to individuals or
+      groups based on legally protected characteristics or categories,
+      online or offline social behavior, or known or predicted personal
+      or personality characteristics, including any of the foregoing
+      uses in social credit systems.
+
+4) No High-Risk Activity.  Do not use AMD AI in any high-risk activities
+ or applications that create a risk of personal injury, death, or
+severe property or environmental damage, including in weapons or
+military applications.
+
+5) No Personal Information.  Do not use AMD AI to collect, process, or
+disclose personal data, including heath or sensitive personal
+information, without the necessary rights or consents.
+
+6) No Infringement.  Do not use AMD AI to generate or disseminate any
+information that infringes upon or misappropriates the intellectual
+property rights of others, including copyright, trademark, patent, and
+trade secret rights, rights to privacy, and publicity rights.
+
+7) No Malware.  Do not use AMD AI to generate or disseminate malware or
+any other content to be used for the purpose of facilitating unpermitted
+access to, or use of, computer systems or data.
+
+8) No Obfuscation.  Do not inappropriately obfuscate or fail to disclose
+to end users the presence of AI in any application in which AMD AI is
+deployed, along with any known risks or dangers of using AI without
+appropriate safeguards, oversight and human control.
+
+9) No Reliance.  Do not rely on any information generated using AMD AI
+without assessing it for accuracy, potential for harm, or other specific
+risks applicable to the use case.

README.md

@@ -14,15 +14,10 @@ base_model:
 
 # SAND-Reasoning: Best-in-class Large Reasoning Model Built with Synthetic Data only using AMD GPUs
 
-<div align="center">
-
-| [**📄 Technical Report**](https://arxiv.org/pdf/2507.20527) | [**💾 Synthetic Datasets**](https://huggingface.co/datasets/amd/SAND-Post-Training-Dataset) | [**💻 GitHub Repository**](https://huggingface.co/datasets/amd/SAND-Post-Training-Dataset) | [**📝 Blog Post**](https://rocm.blogs.amd.com/artificial-intelligence/sand-math/README.html) |
+| [![Paper](https://img.shields.io/badge/ArXiv-2507.20527-B31B1B.svg)](https://arxiv.org/pdf/2507.20527) | [![Hugging Face Dataset](https://img.shields.io/badge/🤗%20Hugging%20Face-Dataset-green)](https://huggingface.co/datasets/amd/SAND-Post-Training-Dataset) | [![GitHub](https://img.shields.io/badge/GitHub-Repository-black)](https://github.com/AMD-AGI/sand-pipeline) | [![Blog Post](https://img.shields.io/badge/Blog%20Post-Read%20More-blue)](https://rocm.blogs.amd.com/artificial-intelligence/sand-math/README.html) |
 | :---: | :---: | :---: | :---: |
-
 </div>
 
----
-
 ## Model Summary
 
 We introduce **SAND-Math-Qwen2.5-32B** and **SAND-MathScience-DeepSeek-Qwen32B**, reasoning models built entirely using a synthetic data pipeline running on the **AMD ROCm™ stack** and **AMD Instinct™ MI325 GPUs**.
@@ -160,7 +155,7 @@ This project is licensed under the **Open RAIL-MSD** license. This is an open, r
 
 The license includes standard use-based restrictions to prevent harmful applications (e.g., illegal activities, generating harmful content, high-risk applications). These restrictions are designed to promote responsible AI development while keeping the license permissive for legitimate use cases.
 
-For full license terms and conditions, please see the [LICENSE](https://github.com/AMD-AGI/sand-pipeline/blob/main/LICENSE.txt) file.
+For full license terms and conditions, please see the [LICENSE](./LICENSE) file.
 
 ---
 

model-00001-of-00014.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:b26b9fff4d918e6ef258a283afebd83f7bd0e7ffe09371e208c1833c5385a3a9
-size 76414976
+oid sha256:e02ec6aec1646ac835a0a194add40001191687d4293064f32c9b61aa1e869bc0
+size 4891730992