Instructions to use mitchaiet/crossdiffusion-gemma-3-12b with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use mitchaiet/crossdiffusion-gemma-3-12b with Transformers:
# pip install -U transformers accelerate # Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("mitchaiet/crossdiffusion-gemma-3-12b", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Add Gemma terms, model card, and checksums
Browse files- GEMMA_PROHIBITED_USE_POLICY.html +83 -0
- GEMMA_TERMS_OF_USE.html +175 -0
- Notice.txt +7 -0
- README.md +71 -0
- SHA256SUMS +20 -0
GEMMA_PROHIBITED_USE_POLICY.html
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<!doctype html><html><head><meta charset="utf-8"><title>GEMMA_PROHIBITED_USE_POLICY.html</title></head><body><p>Source: <a href="https://ai.google.dev/gemma/prohibited_use_policy">https://ai.google.dev/gemma/prohibited_use_policy</a> (captured 2026-10-04)</p><div class="devsite-article-body clearfix">
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<p>
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</p>
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<p>Google reserves the right to update this Gemma Prohibited Use Policy from time
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to time.</p>
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<p>Last modified: February 21, 2024</p>
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<p>You <strong>may not</strong> use nor allow others to use Gemma or Model Derivatives to:</p>
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<ol>
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<li>Generate any content, including the outputs or results generated by Gemma or
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Model Derivatives, that infringes, misappropriates, or otherwise violates any
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individual's or entity's rights (including, but not limited to rights in
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copyrighted content).</li>
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<li>Perform or facilitate dangerous, illegal, or malicious activities, including:
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<ol>
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<li>Facilitation or promotion of illegal activities or violations of law,
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such as:
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<ol>
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<li>Promoting or generating content related to child sexual abuse or
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exploitation;</li>
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<li>Promoting or facilitating sale of, or providing instructions for
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synthesizing or accessing, illegal substances, goods, or services;</li>
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<li>Facilitating or encouraging users to commit any type of crimes; or</li>
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<li>Promoting or generating violent extremism or terrorist content.</li>
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</ol></li>
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<li>Engagement in the illegal or unlicensed practice of any vocation or
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profession including, but not limited to, legal, medical, accounting, or
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financial professional practices.</li>
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<li>Abuse, harm, interference, or disruption of services (or enable others to
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do the same), such as:
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<ol>
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<li>Promoting or facilitating the generation or distribution of spam; or</li>
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<li>Generating content for deceptive or fraudulent activities, scams,
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phishing, or malware.</li>
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</ol></li>
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<li>Attempts to override or circumvent safety filters or intentionally drive
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Gemma or Model Derivatives to act in a manner that contravenes this Gemma
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Prohibited Use Policy.</li>
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<li>Generation of content that may harm or promote the harm of individuals or
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a group, such as:
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<ol>
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<li>Generating content that promotes or encourages hatred;</li>
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<li>Facilitating methods of harassment or bullying to intimidate, abuse,
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or insult others;</li>
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<li>Generating content that facilitates, promotes, or incites violence;</li>
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<li>Generating content that facilitates, promotes, or encourages self
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harm;</li>
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<li>Generating personally identifying information for distribution or
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other harms;</li>
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<li>Tracking or monitoring people without their consent;</li>
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<li>Generating content that may have unfair or adverse impacts on people,
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particularly impacts related to sensitive or protected
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characteristics; or</li>
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<li>Generating, gathering, processing, or inferring sensitive personal or
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private information about individuals without obtaining all rights,
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authorizations, and consents required by applicable laws.</li>
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</ol></li>
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</ol></li>
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<li>Generate and distribute content intended to misinform, misrepresent or
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mislead, including:
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<ol>
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<li>Misrepresentation of the provenance of generated content by claiming
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content was created by a human, or represent generated content as
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original works, in order to deceive;</li>
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<li>Generation of content that impersonates an individual (living or dead)
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without explicit disclosure, in order to deceive;</li>
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<li>Misleading claims of expertise or capability made particularly in
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sensitive areas (e.g. health, finance, government services, or legal);</li>
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<li>Making automated decisions in domains that affect material or individual
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rights or well-being (e.g., finance, legal, employment, healthcare,
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housing, insurance, and social welfare);</li>
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<li>Generation of defamatory content, including defamatory statements,
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images, or audio content; or</li>
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<li>Engaging in the unauthorized or unlicensed practice of any profession
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including, but not limited to, financial, legal, medical/health, or
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related professional practices.</li>
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</ol></li>
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<li>Generate sexually explicit content, including content created for the
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purposes of pornography or sexual gratification (e.g. sexual chatbots). Note
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that this does not include content created for scientific, educational,
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documentary, or artistic purposes.</li>
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</ol>
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<link data-page-link="" href="https://fonts.googleapis.com/css2?family=Google+Symbols:opsz,wght,FILL,GRAD@20..48,100..700,0..1,-50..200" rel="stylesheet"/>
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</div></body></html>
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GEMMA_TERMS_OF_USE.html
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<!doctype html><html><head><meta charset="utf-8"><title>GEMMA_TERMS_OF_USE.html</title></head><body><p>Source: <a href="https://ai.google.dev/gemma/terms">https://ai.google.dev/gemma/terms</a> (captured 2026-10-04)</p><div class="devsite-article-body clearfix">
|
| 2 |
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<p>
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| 3 |
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</p>
|
| 4 |
+
<p>The terms below apply to Gemma models listed in the Appendix at bottom of this page. For Gemma 4 terms, see the <a href="/gemma/apache_2">Gemma 4 license</a>.</p>
|
| 5 |
+
<p>Last modified: April 1, 2026</p>
|
| 6 |
+
<p>By using, reproducing, modifying, distributing, performing or displaying any
|
| 7 |
+
portion or element of Gemma, Model Derivatives including via any Hosted Service,
|
| 8 |
+
(each as defined below) (collectively, the "<strong>Gemma Services</strong>") or otherwise
|
| 9 |
+
accepting the terms of this Agreement, you agree to be bound by this Agreement.</p>
|
| 10 |
+
<h2 data-text="Section 1: DEFINITIONS" id="section-1:" tabindex="-1">Section 1: DEFINITIONS</h2>
|
| 11 |
+
<h3 data-text="1.1 Definitions" id="1.1-definitions" tabindex="-1">1.1 Definitions</h3>
|
| 12 |
+
<p>(a) "<strong>Agreement</strong>" or "<strong>Gemma Terms of Use</strong>" means these terms and conditions
|
| 13 |
+
that govern the use, reproduction, Distribution or modification of the Gemma
|
| 14 |
+
Services and any terms and conditions incorporated by reference.</p>
|
| 15 |
+
<p>(b) "<strong>Distribution</strong>" or "<strong>Distribute</strong>" means any transmission, publication,
|
| 16 |
+
or other sharing of Gemma or Model Derivatives to a third party, including by
|
| 17 |
+
providing or making Gemma or its functionality available as a hosted service via
|
| 18 |
+
API, web access, or any other electronic or remote means ("<strong>Hosted Service</strong>").</p>
|
| 19 |
+
<p>(c) "<strong>Gemma</strong>" means the set of machine learning language models, trained model
|
| 20 |
+
weights and parameters identified in the <a href="#appendix">Appendix</a>,
|
| 21 |
+
regardless of the source that you obtained it from.</p>
|
| 22 |
+
<p>(d) "<strong>Google</strong>" means Google LLC.</p>
|
| 23 |
+
<p>(e) "<strong>Model Derivatives</strong>" means all (i) modifications to Gemma, (ii) works based
|
| 24 |
+
on Gemma, or (iii) any other machine learning model which is created by transfer
|
| 25 |
+
of patterns of the weights, parameters, operations, or Output of Gemma, to that
|
| 26 |
+
model in order to cause that model to perform similarly to Gemma, including
|
| 27 |
+
distillation methods that use intermediate data representations or methods based
|
| 28 |
+
on the generation of synthetic data Outputs by Gemma for training that model.
|
| 29 |
+
For clarity, Outputs are not deemed Model Derivatives.</p>
|
| 30 |
+
<p>(f) "<strong>Output</strong>" means the information content output of Gemma or a Model
|
| 31 |
+
Derivative that results from operating or otherwise using Gemma or the Model
|
| 32 |
+
Derivative, including via a Hosted Service.</p>
|
| 33 |
+
<h3 data-text="1.2" id="1.2" tabindex="-1">1.2</h3>
|
| 34 |
+
<p>As used in this Agreement, "<strong>including</strong>" means
|
| 35 |
+
"<strong>including without limitation</strong>".</p>
|
| 36 |
+
<h2 data-text="Section 2: ELIGIBILITY AND USAGE" id="section-2:" tabindex="-1">Section 2: ELIGIBILITY AND USAGE</h2>
|
| 37 |
+
<h3 data-text="2.1 Eligibility" id="2.1-eligibility" tabindex="-1">2.1 Eligibility</h3>
|
| 38 |
+
<p>You represent and warrant that you have the legal capacity to enter into this
|
| 39 |
+
Agreement (including being of sufficient age of consent). If you are accessing
|
| 40 |
+
or using any of the Gemma Services for or on behalf of a legal entity, (a) you
|
| 41 |
+
are entering into this Agreement on behalf of yourself and that legal entity,
|
| 42 |
+
(b) you represent and warrant that you have the authority to act on behalf of
|
| 43 |
+
and bind that entity to this Agreement and (c) references to "<strong>you</strong>" or
|
| 44 |
+
"<strong>your</strong>" in the remainder of this Agreement refers to both you (as an
|
| 45 |
+
individual) and that entity.</p>
|
| 46 |
+
<h3 data-text="2.2 Use" id="2.2-use" tabindex="-1">2.2 Use</h3>
|
| 47 |
+
<p>You may use, reproduce, modify, Distribute, perform or display any of the Gemma
|
| 48 |
+
Services only in accordance with the terms of this Agreement, and must not
|
| 49 |
+
violate (or encourage or permit anyone else to violate) any term of this
|
| 50 |
+
Agreement.</p>
|
| 51 |
+
<h2 data-text="Section 3: DISTRIBUTION AND RESTRICTIONS" id="section-3:" tabindex="-1">Section 3: DISTRIBUTION AND RESTRICTIONS</h2>
|
| 52 |
+
<h3 data-text="3.1 Distribution and Redistribution" id="3.1-distribution" tabindex="-1">3.1 Distribution and Redistribution</h3>
|
| 53 |
+
<p>You may reproduce or Distribute copies of Gemma or Model Derivatives if you meet
|
| 54 |
+
all of the following conditions:</p>
|
| 55 |
+
<ol>
|
| 56 |
+
<li>You must include the use restrictions referenced in Section 3.2 as an
|
| 57 |
+
enforceable provision in any agreement (e.g., license agreement, terms of use,
|
| 58 |
+
etc.) governing the use and/or distribution of Gemma or Model Derivatives and
|
| 59 |
+
you must provide notice to subsequent users you Distribute to that Gemma or
|
| 60 |
+
Model Derivatives are subject to the use restrictions in Section 3.2.</li>
|
| 61 |
+
<li>You must provide all third party recipients of Gemma or Model Derivatives a
|
| 62 |
+
copy of this Agreement.</li>
|
| 63 |
+
<li>You must cause any modified files to carry prominent notices stating that you
|
| 64 |
+
modified the files.</li>
|
| 65 |
+
<li>All Distributions (other than through a Hosted Service) must be accompanied
|
| 66 |
+
by a "<strong>Notice</strong>" text file that contains the following notice:
|
| 67 |
+
"<strong>Gemma is provided under and subject to the Gemma Terms of Use found at ai.google.dev/gemma/terms</strong>".</li>
|
| 68 |
+
</ol>
|
| 69 |
+
<p>You may add your own intellectual property statement to your modifications and,
|
| 70 |
+
except as set forth in this Section, may provide additional or different terms
|
| 71 |
+
and conditions for use, reproduction, or Distribution of your modifications, or
|
| 72 |
+
for any such Model Derivatives as a whole, provided your use, reproduction,
|
| 73 |
+
modification, Distribution, performance, and display of Gemma otherwise complies
|
| 74 |
+
with the terms and conditions of this Agreement. Any additional or different
|
| 75 |
+
terms and conditions you impose must not conflict with the terms of this
|
| 76 |
+
Agreement.</p>
|
| 77 |
+
<h3 data-text="3.2 Use Restrictions" id="3.2-use" tabindex="-1">3.2 Use Restrictions</h3>
|
| 78 |
+
<p>You must not use any of the Gemma Services:</p>
|
| 79 |
+
<ol>
|
| 80 |
+
<li>for the restricted uses set forth in the Gemma Prohibited Use Policy at
|
| 81 |
+
<a href="/gemma/prohibited_use_policy">ai.google.dev/gemma/prohibited_use_policy</a>
|
| 82 |
+
("<strong>Prohibited Use Policy</strong>"), which is hereby incorporated by reference into
|
| 83 |
+
this Agreement; or</li>
|
| 84 |
+
<li>in violation of applicable laws and regulations.</li>
|
| 85 |
+
</ol>
|
| 86 |
+
<p>To the maximum extent permitted by law, Google reserves the right to restrict
|
| 87 |
+
(remotely or otherwise) usage of any of the Gemma Services that Google
|
| 88 |
+
reasonably believes are in violation of this Agreement.</p>
|
| 89 |
+
<h3 data-text="3.3 Generated Output" id="3.3-generated" tabindex="-1">3.3 Generated Output</h3>
|
| 90 |
+
<p>Google claims no rights in Outputs you generate using Gemma. You and your users
|
| 91 |
+
are solely responsible for Outputs and their subsequent uses.</p>
|
| 92 |
+
<h2 data-text="Section 4: ADDITIONAL PROVISIONS" id="section-4:" tabindex="-1">Section 4: ADDITIONAL PROVISIONS</h2>
|
| 93 |
+
<h3 data-text="4.1 Updates" id="4.1-updates" tabindex="-1">4.1 Updates</h3>
|
| 94 |
+
<p>Google may update Gemma from time to time.</p>
|
| 95 |
+
<h3 data-text="4.2 Trademarks" id="4.2-trademarks" tabindex="-1">4.2 Trademarks</h3>
|
| 96 |
+
<p>Nothing in this Agreement grants you any rights to use Google's trademarks,
|
| 97 |
+
trade names, logos or to otherwise suggest endorsement or misrepresent the
|
| 98 |
+
relationship between you and Google. Google reserves any rights not expressly
|
| 99 |
+
granted herein.</p>
|
| 100 |
+
<h3 data-text="4.3 DISCLAIMER OF WARRANTY" id="4.3-disclaimer" tabindex="-1">4.3 DISCLAIMER OF WARRANTY</h3>
|
| 101 |
+
<p>UNLESS REQUIRED BY APPLICABLE LAW, THE GEMMA SERVICES, AND OUTPUTS, ARE PROVIDED
|
| 102 |
+
ON AN "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, EITHER
|
| 103 |
+
EXPRESS OR IMPLIED, INCLUDING ANY WARRANTIES OR CONDITIONS OF TITLE,
|
| 104 |
+
NON-INFRINGEMENT, MERCHANTABILITY, OR FITNESS FOR A PARTICULAR PURPOSE. YOU ARE
|
| 105 |
+
SOLELY RESPONSIBLE FOR DETERMINING THE APPROPRIATENESS OF USING, REPRODUCING,
|
| 106 |
+
MODIFYING, PERFORMING, DISPLAYING OR DISTRIBUTING ANY OF THE GEMMA SERVICES
|
| 107 |
+
OR OUTPUTS AND ASSUME ANY AND ALL RISKS ASSOCIATED WITH YOUR USE OR DISTRIBUTION
|
| 108 |
+
OF ANY OF THE GEMMA SERVICES OR OUTPUTS AND YOUR EXERCISE OF RIGHTS AND
|
| 109 |
+
PERMISSIONS UNDER THIS AGREEMENT.</p>
|
| 110 |
+
<h3 data-text="4.4 LIMITATION OF LIABILITY" id="4.4-limitation" tabindex="-1">4.4 LIMITATION OF LIABILITY</h3>
|
| 111 |
+
<p>TO THE FULLEST EXTENT PERMITTED BY APPLICABLE LAW, IN NO EVENT AND UNDER NO
|
| 112 |
+
LEGAL THEORY, WHETHER IN TORT (INCLUDING NEGLIGENCE), PRODUCT LIABILITY,
|
| 113 |
+
CONTRACT, OR OTHERWISE, UNLESS REQUIRED BY APPLICABLE LAW, SHALL GOOGLE OR ITS
|
| 114 |
+
AFFILIATES BE LIABLE TO YOU FOR DAMAGES, INCLUDING ANY DIRECT, INDIRECT,
|
| 115 |
+
SPECIAL, INCIDENTAL, EXEMPLARY, CONSEQUENTIAL, OR PUNITIVE DAMAGES, OR LOST
|
| 116 |
+
PROFITS OF ANY KIND ARISING FROM THIS AGREEMENT OR RELATED TO, ANY OF THE GEMMA
|
| 117 |
+
SERVICES OR OUTPUTS EVEN IF GOOGLE OR ITS AFFILIATES HAVE BEEN ADVISED OF THE
|
| 118 |
+
POSSIBILITY OF SUCH DAMAGES.</p>
|
| 119 |
+
<h3 data-text="4.5 Term, Termination, and Survival" id="4.5-term," tabindex="-1">4.5 Term, Termination, and Survival</h3>
|
| 120 |
+
<p>The term of this Agreement will commence upon your acceptance of this Agreement
|
| 121 |
+
(including acceptance by your use, modification, or Distribution, reproduction,
|
| 122 |
+
performance or display of any portion or element of the Gemma Services) and will
|
| 123 |
+
continue in full force and effect until terminated in accordance with the terms
|
| 124 |
+
of this Agreement. Google may terminate this Agreement if you are in breach of
|
| 125 |
+
any term of this Agreement. Upon termination of this Agreement, you must delete
|
| 126 |
+
and cease use and Distribution of all copies of Gemma and Model Derivatives in
|
| 127 |
+
your possession or control. Sections 1, 2.1, 3.3, 4.2 to 4.9 shall survive the
|
| 128 |
+
termination of this Agreement.</p>
|
| 129 |
+
<h3 data-text="4.6 Governing Law and Jurisdiction" id="4.6-governing" tabindex="-1">4.6 Governing Law and Jurisdiction</h3>
|
| 130 |
+
<p>This Agreement will be governed by the laws of the State of California without
|
| 131 |
+
regard to choice of law principles. The UN Convention on Contracts for the
|
| 132 |
+
International Sale of Goods does not apply to this Agreement. The state and
|
| 133 |
+
federal courts of Santa Clara County, California shall have exclusive
|
| 134 |
+
jurisdiction of any dispute arising out of this Agreement.</p>
|
| 135 |
+
<h3 data-text="4.7 Severability" id="4.7-severability" tabindex="-1">4.7 Severability</h3>
|
| 136 |
+
<p>If any provision of this Agreement is held to be invalid, illegal or
|
| 137 |
+
unenforceable, the remaining provisions shall be unaffected thereby and remain
|
| 138 |
+
valid as if such provision had not been set forth herein.</p>
|
| 139 |
+
<h3 data-text="4.8 Entire Agreement" id="4.8-entire" tabindex="-1">4.8 Entire Agreement</h3>
|
| 140 |
+
<p>This Agreement states all the terms agreed between the parties and supersedes
|
| 141 |
+
all other agreements between the parties as of the date of acceptance relating
|
| 142 |
+
to its subject matter.</p>
|
| 143 |
+
<h3 data-text="4.9 No Waiver" id="4.9-no" tabindex="-1">4.9 No Waiver</h3>
|
| 144 |
+
<p>Google will not be treated as having waived any rights by not exercising (or
|
| 145 |
+
delaying the exercise of) any rights under this Agreement.</p>
|
| 146 |
+
<h2 data-text="Appendix" id="appendix" tabindex="-1">Appendix</h2>
|
| 147 |
+
<ul>
|
| 148 |
+
<li><a href="https://ai.google.dev/gemma/docs/core/model_card">Gemma 1</a></li>
|
| 149 |
+
<li><a href="https://ai.google.dev/gemma/docs/core/model_card">Gemma 1.1</a></li>
|
| 150 |
+
<li><a href="https://ai.google.dev/gemma/docs/core/model_card_2">Gemma 2</a></li>
|
| 151 |
+
<li><a href="https://ai.google.dev/gemma/docs/core/model_card_3">Gemma 3</a></li>
|
| 152 |
+
<li><a href="https://ai.google.dev/gemma/docs/3n">Gemma 3n</a></li>
|
| 153 |
+
<li><a href="https://ai.google.dev/gemma/docs/functiongemma">FunctionGemma</a></li>
|
| 154 |
+
<li><a href="https://ai.google.dev/gemma/docs/embeddinggemma">EmbeddingGemma</a></li>
|
| 155 |
+
<li><a href="https://ai.google.dev/gemma/docs/paligemma/model-card">PaliGemma</a></li>
|
| 156 |
+
<li><a href="https://ai.google.dev/gemma/docs/paligemma/model-card-2">PaliGemma 2</a></li>
|
| 157 |
+
<li><a href="https://ai.google.dev/gemma/docs/shieldgemma/model_card">ShieldGemma</a></li>
|
| 158 |
+
<li><a href="https://ai.google.dev/gemma/docs/shieldgemma/model_card_2">ShieldGemma 2</a></li>
|
| 159 |
+
<li><a href="https://ai.google.dev/gemma/docs/codegemma/model_card">CodeGemma</a></li>
|
| 160 |
+
<li><a href="https://ai.google.dev/gemma/docs/codegemma/model_card">CodeGemma 1.1</a></li>
|
| 161 |
+
<li><a href="https://huggingface.co/google/gemma-2-2b-jpn-it">Gemma 2 JPN</a></li>
|
| 162 |
+
<li><a href="https://www.kaggle.com/models/google/datagemma-rig">DataGemma RIG</a></li>
|
| 163 |
+
<li><a href="https://www.kaggle.com/models/google/datagemma-rag">DataGemma RAG</a></li>
|
| 164 |
+
<li><a href="https://ai.google.dev/gemma/docs/recurrentgemma/model_card">RecurrentGemma</a></li>
|
| 165 |
+
<li><a href="https://ai.google.dev/gemma/docs/gemma_scope">Gemma Scope</a></li>
|
| 166 |
+
<li><a href="https://ai.google.dev/gemma/docs/gemma-aps">Gemma-APS</a></li>
|
| 167 |
+
<li><a href="https://www.kaggle.com/models/google/t5gemma">T5Gemma</a></li>
|
| 168 |
+
<li><a href="https://www.kaggle.com/models/google/vaultgemma">VaultGemma</a></li>
|
| 169 |
+
<li><a href="https://www.kaggle.com/models/google/functiongemma">FunctionGemma</a></li>
|
| 170 |
+
<li><a href="https://www.kaggle.com/models/google/t5gemma-2">T5Gemma 2</a></li>
|
| 171 |
+
<li><a href="https://www.kaggle.com/models/google/translategemma">TranslateGemma</a></li>
|
| 172 |
+
</ul>
|
| 173 |
+
<aside class="note"><strong>Note:</strong><span> Previous versions of these Terms are <a href="/gemma/terms-archive">archived here</a>.</span></aside>
|
| 174 |
+
<link data-page-link="" href="https://fonts.googleapis.com/css2?family=Google+Symbols:opsz,wght,FILL,GRAD@20..48,100..700,0..1,-50..200" rel="stylesheet"/>
|
| 175 |
+
</div></body></html>
|
Notice.txt
ADDED
|
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|
| 1 |
+
Gemma is provided under and subject to the Gemma Terms of Use found at ai.google.dev/gemma/terms
|
| 2 |
+
|
| 3 |
+
The Gemma 3 12B IT base checkpoint and the CrossDiffusion correction adapter in
|
| 4 |
+
this repository are subject to those terms and the incorporated Prohibited Use
|
| 5 |
+
Policy. The adapter is a modification of Gemma. Copies of the terms and policy
|
| 6 |
+
are included in this repository. The MIT license for CrossDiffusion application
|
| 7 |
+
code does not apply to these model files.
|
README.md
ADDED
|
@@ -0,0 +1,71 @@
|
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|
| 1 |
+
---
|
| 2 |
+
license: gemma
|
| 3 |
+
base_model: google/gemma-3-12b-it
|
| 4 |
+
library_name: transformers
|
| 5 |
+
tags:
|
| 6 |
+
- crossword
|
| 7 |
+
- gemma
|
| 8 |
+
- lora
|
| 9 |
+
- diffusion
|
| 10 |
+
---
|
| 11 |
+
|
| 12 |
+
# CrossDiffusion Gemma 3 12B checkpoint
|
| 13 |
+
|
| 14 |
+
This repository packages the model files needed for the CrossDiffusion first
|
| 15 |
+
draft. `base/` contains the Gemma 3 12B IT checkpoint used on the Dell T2;
|
| 16 |
+
`adapter/` contains the CrossDiffusion correction LoRA trained for that base.
|
| 17 |
+
The adapter is a modified model derivative. The base files are copied without
|
| 18 |
+
conversion from the running deployment. Their SHA-256 values are in
|
| 19 |
+
`SHA256SUMS`.
|
| 20 |
+
|
| 21 |
+
## Terms
|
| 22 |
+
|
| 23 |
+
Both directories are subject to the [Gemma Terms of Use](https://ai.google.dev/gemma/terms),
|
| 24 |
+
including the Section 3.2 use restrictions and the incorporated
|
| 25 |
+
[Prohibited Use Policy](https://ai.google.dev/gemma/prohibited_use_policy).
|
| 26 |
+
Use, reproduction, modification, and redistribution of these files must comply
|
| 27 |
+
with those terms. Copies are provided here as `GEMMA_TERMS_OF_USE.html`,
|
| 28 |
+
`GEMMA_PROHIBITED_USE_POLICY.html`, and `Notice.txt`. The MIT license of the
|
| 29 |
+
[application source](https://github.com/mitchaiet/crossdiffusion) does not
|
| 30 |
+
apply to these model files. This package does not include training data.
|
| 31 |
+
|
| 32 |
+
## Download and serve
|
| 33 |
+
|
| 34 |
+
Access to this private repository requires an authorized Hugging Face account.
|
| 35 |
+
On a CUDA workstation, install a compatible PyTorch build, Transformers with
|
| 36 |
+
Gemma 3 support, PEFT, Accelerate, SentencePiece, and the CrossDiffusion source.
|
| 37 |
+
The verified Dell runtime uses PyTorch 2.11.0+cu130, Transformers 5.1.0, PEFT
|
| 38 |
+
0.18.1, and Accelerate 1.13.0 on an RTX PRO 6000 with 96 GB VRAM. Other GPU
|
| 39 |
+
environments need their own compatibility check.
|
| 40 |
+
|
| 41 |
+
```bash
|
| 42 |
+
hf auth login
|
| 43 |
+
hf download mitchaiet/crossdiffusion-gemma-3-12b --revision v0.1.0 \
|
| 44 |
+
--local-dir models/crossdiffusion-gemma-3-12b
|
| 45 |
+
cd models/crossdiffusion-gemma-3-12b
|
| 46 |
+
sha256sum -c SHA256SUMS
|
| 47 |
+
cd ../..
|
| 48 |
+
git clone https://github.com/mitchaiet/crossdiffusion.git
|
| 49 |
+
cd crossdiffusion
|
| 50 |
+
python -m training.serve \
|
| 51 |
+
--base ../models/crossdiffusion-gemma-3-12b/base \
|
| 52 |
+
--adapter ../models/crossdiffusion-gemma-3-12b/adapter \
|
| 53 |
+
--host 127.0.0.1 --port 8011
|
| 54 |
+
```
|
| 55 |
+
|
| 56 |
+
Run the web app with `crossword web --diffusion-url http://127.0.0.1:8011`.
|
| 57 |
+
Local OCR and PDF text extraction run without Nebius. Vision fallback,
|
| 58 |
+
open-ended chat, and final LLM review require a Nebius API key; never publish
|
| 59 |
+
that credential. See the application
|
| 60 |
+
[README](https://github.com/mitchaiet/crossdiffusion/blob/master/README.md)
|
| 61 |
+
for setup and solver details.
|
| 62 |
+
|
| 63 |
+
## Provenance and limits
|
| 64 |
+
|
| 65 |
+
The base is `google/gemma-3-12b-it`; the correction adapter is the version
|
| 66 |
+
served by the Dell T2 on 2026-10-04. Its weight hash is
|
| 67 |
+
`cef4dd116bf8da1e857109aa9459e37542a2883041b433dfe7806e7dad17e7d7`.
|
| 68 |
+
The original training corpus, optimizer state, and held-out evaluation reports
|
| 69 |
+
are not present. This is an inference handoff, not a complete training
|
| 70 |
+
reproduction. The CrossDiffusion app and its model are not affiliated with or
|
| 71 |
+
endorsed by Google.
|
SHA256SUMS
ADDED
|
@@ -0,0 +1,20 @@
|
|
|
|
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|
|
|
|
|
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|
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|
|
| 1 |
+
50b2f405ba56a26d4913fd772089992252d7f942123cc0a034d96424221ba946 base/added_tokens.json
|
| 2 |
+
8b94af769e10ed3e1ddf9d101db08844bb8f9ac5d60f16c72bb2070ccba941a1 base/config.json
|
| 3 |
+
031fdd1faee68cf7e0cafd12203a08f51f86abd82877a401fc8dafad7b2f7b5c base/generation_config.json
|
| 4 |
+
4847447e92599833e8dbaa3067cd201c3bb5c052efa91f11ba891e43234f7832 base/model-00001-of-00005.safetensors
|
| 5 |
+
891bd54eed03cba9ee1e705533a02a8217fcc29f356e4a1f53e5fd0d178883ad base/model-00002-of-00005.safetensors
|
| 6 |
+
7cee411d9d57324e50ce064a192cc5a858276d508611b12fc599e0c9767112e0 base/model-00003-of-00005.safetensors
|
| 7 |
+
8bc75a29a730c9e743cad013feda3b0991a913fafe787c58a1c6e20afad97723 base/model-00004-of-00005.safetensors
|
| 8 |
+
ed14bd4908c98fed9f61e8cd410167e0846de9abd78e0452ab092072e5d9252d base/model-00005-of-00005.safetensors
|
| 9 |
+
788cc42a1a92835df62d9a3791f47105f63504c7c404637a73288e9b11bc7b82 base/model.safetensors.index.json
|
| 10 |
+
f688d6bb20c5017601c4011de7ca656da8485b540b05013efdaf986c0fcc918d base/preprocessor_config.json
|
| 11 |
+
3ffd5f11778dc73e2b69b3c00535e4121e1badf7018136263cd17b5b34fbaa53 base/processor_config.json
|
| 12 |
+
45a857d8a2495d0be30a5d2d6de03278195eb028b6e0b8efc248bfa697d65f05 base/special_tokens_map.json
|
| 13 |
+
4667f2089529e8e7657cfb6d1c19910ae71ff5f28aa7ab2ff2763330affad795 base/tokenizer.json
|
| 14 |
+
1299c11d7cf632ef3b4e11937501358ada021bbdf7c47638d13c0ee982f2e79c base/tokenizer.model
|
| 15 |
+
8925eabb556c1897ca1bed405f0612e735a56afcd4d77e76eb90fd771e706f9c base/tokenizer_config.json
|
| 16 |
+
5ad71f8bc5108ab9dba495b00b5962de960564e84012d0e522873bb12361c33d adapter/adapter_config.json
|
| 17 |
+
cef4dd116bf8da1e857109aa9459e37542a2883041b433dfe7806e7dad17e7d7 adapter/adapter_model.safetensors
|
| 18 |
+
7de1c58e208eda46e9c7f86397df37ec49883aeece39fb961e0a6b24088dd3c4 adapter/chat_template.jinja
|
| 19 |
+
a74aefb1dc1340a25f29ab8370384b9ed24b2d921d7749ece7bbcfcfdf00d497 adapter/tokenizer.json
|
| 20 |
+
b137f3120bdd07a9405bd8e8596164497fdc28a47724b55fd054ce22fc2e3ae3 adapter/tokenizer_config.json
|