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  1. README.md +273 -0
  2. config.json +26 -0
  3. model.safetensors.index.json +334 -0
README.md ADDED
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+ ---
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+ base_model: Ministral-8B-Instruct-2410-HF
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+ language:
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+ - en
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+ - fr
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+ - de
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+ - es
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+ - it
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+ - pt
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+ - zh
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+ - ja
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+ - ru
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+ - ko
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+ library_name: vllm
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+ license: other
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+ license_name: mrl
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+ license_link: https://mistral.ai/licenses/MRL-0.1.md
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+ tags:
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+ - mlx
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+ inference: false
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+ extra_gated_prompt: '# Mistral AI Research License
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+
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+ If You want to use a Mistral Model, a Derivative or an Output for any purpose that
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+ is not expressly authorized under this Agreement, You must request a license from
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+ Mistral AI, which Mistral AI may grant to You in Mistral AI''s sole discretion.
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+ To discuss such a license, please contact Mistral AI via the website contact form:
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+ https://mistral.ai/contact/
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+
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+ ## 1. Scope and acceptance
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+
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+ **1.1. Scope of the Agreement.** This Agreement applies to any use, modification,
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+ or Distribution of any Mistral Model by You, regardless of the source You obtained
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+ a copy of such Mistral Model.
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+
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+ **1.2. Acceptance.** By accessing, using, modifying, Distributing a Mistral Model,
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+ or by creating, using or distributing a Derivative of the Mistral Model, You agree
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+ to be bound by this Agreement.
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+
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+ **1.3. Acceptance on behalf of a third-party.** If You accept this Agreement on
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+ behalf of Your employer or another person or entity, You warrant and represent that
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+ You have the authority to act and accept this Agreement on their behalf. In such
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+ a case, the word "You" in this Agreement will refer to Your employer or such other
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+ person or entity.
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+
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+ ## 2. License
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+
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+ **2.1. Grant of rights**. Subject to Section 3 below, Mistral AI hereby grants
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+ You a non-exclusive, royalty-free, worldwide, non-sublicensable, non-transferable,
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+ limited license to use, copy, modify, and Distribute under the conditions provided
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+ in Section 2.2 below, the Mistral Model and any Derivatives made by or for Mistral
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+ AI and to create Derivatives of the Mistral Model.
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+
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+ **2.2. Distribution of Mistral Model and Derivatives made by or for Mistral AI.**
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+ Subject to Section 3 below, You may Distribute copies of the Mistral Model and/or
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+ Derivatives made by or for Mistral AI, under the following conditions: You must
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+ make available a copy of this Agreement to third-party recipients of the Mistral
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+ Models and/or Derivatives made by or for Mistral AI you Distribute, it being specified
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+ that any rights to use the Mistral Models and/or Derivatives made by or for Mistral
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+ AI shall be directly granted by Mistral AI to said third-party recipients pursuant
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+ to the Mistral AI Research License agreement executed between these parties; You
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+ must retain in all copies of the Mistral Models the following attribution notice
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+ within a "Notice" text file distributed as part of such copies: "Licensed by Mistral
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+ AI under the Mistral AI Research License".
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+
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+ **2.3. Distribution of Derivatives made by or for You.** Subject to Section 3 below,
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+ You may Distribute any Derivatives made by or for You under additional or different
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+ terms and conditions, provided that: In any event, the use and modification of Mistral
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+ Model and/or Derivatives made by or for Mistral AI shall remain governed by the
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+ terms and conditions of this Agreement; You include in any such Derivatives made
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+ by or for You prominent notices stating that You modified the concerned Mistral
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+ Model; and Any terms and conditions You impose on any third-party recipients relating
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+ to Derivatives made by or for You shall neither limit such third-party recipients''
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+ use of the Mistral Model or any Derivatives made by or for Mistral AI in accordance
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+ with the Mistral AI Research License nor conflict with any of its terms and conditions.
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+
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+ ## 3. Limitations
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+
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+ **3.1. Misrepresentation.** You must not misrepresent or imply, through any means,
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+ that the Derivatives made by or for You and/or any modified version of the Mistral
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+ Model You Distribute under your name and responsibility is an official product of
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+ Mistral AI or has been endorsed, approved or validated by Mistral AI, unless You
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+ are authorized by Us to do so in writing.
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+
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+ **3.2. Usage Limitation.** You shall only use the Mistral Models, Derivatives (whether
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+ or not created by Mistral AI) and Outputs for Research Purposes.
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+
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+ ## 4. Intellectual Property
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+
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+ **4.1. Trademarks.** No trademark licenses are granted under this Agreement, and
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+ in connection with the Mistral Models, You may not use any name or mark owned by
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+ or associated with Mistral AI or any of its affiliates, except (i) as required for
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+ reasonable and customary use in describing and Distributing the Mistral Models and
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+ Derivatives made by or for Mistral AI and (ii) for attribution purposes as required
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+ by this Agreement.
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+
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+ **4.2. Outputs.** We claim no ownership rights in and to the Outputs. You are solely
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+ responsible for the Outputs You generate and their subsequent uses in accordance
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+ with this Agreement. Any Outputs shall be subject to the restrictions set out in
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+ Section 3 of this Agreement.
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+
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+ **4.3. Derivatives.** By entering into this Agreement, You accept that any Derivatives
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+ that You may create or that may be created for You shall be subject to the restrictions
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+ set out in Section 3 of this Agreement.
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+
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+ ## 5. Liability
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+
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+ **5.1. Limitation of liability.** In no event, unless required by applicable law
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+ (such as deliberate and grossly negligent acts) or agreed to in writing, shall Mistral
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+ AI be liable to You for damages, including any direct, indirect, special, incidental,
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+ or consequential damages of any character arising as a result of this Agreement
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+ or out of the use or inability to use the Mistral Models and Derivatives (including
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+ but not limited to damages for loss of data, loss of goodwill, loss of expected
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+ profit or savings, work stoppage, computer failure or malfunction, or any damage
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+ caused by malware or security breaches), even if Mistral AI has been advised of
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+ the possibility of such damages.
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+
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+ **5.2. Indemnification.** You agree to indemnify and hold harmless Mistral AI from
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+ and against any claims, damages, or losses arising out of or related to Your use
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+ or Distribution of the Mistral Models and Derivatives.
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+
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+ ## 6. Warranty
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+
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+ **6.1. Disclaimer.** Unless required by applicable law or prior agreed to by Mistral
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+ AI in writing, Mistral AI provides the Mistral Models and Derivatives on an "AS
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+ IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied,
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+ including, without limitation, any warranties or conditions of TITLE, NON-INFRINGEMENT,
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+ MERCHANTABILITY, or FITNESS FOR A PARTICULAR PURPOSE. Mistral AI does not represent
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+ nor warrant that the Mistral Models and Derivatives will be error-free, meet Your
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+ or any third party''s requirements, be secure or will allow You or any third party
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+ to achieve any kind of result or generate any kind of content. You are solely responsible
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+ for determining the appropriateness of using or Distributing the Mistral Models
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+ and Derivatives and assume any risks associated with Your exercise of rights under
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+ this Agreement.
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+
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+ ## 7. Termination
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+
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+ **7.1. Term.** This Agreement is effective as of the date of your acceptance of
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+ this Agreement or access to the concerned Mistral Models or Derivatives and will
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+ continue until terminated in accordance with the following terms.
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+
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+ **7.2. Termination.** Mistral AI may terminate this Agreement at any time if You
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+ are in breach of this Agreement. Upon termination of this Agreement, You must cease
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+ to use all Mistral Models and Derivatives and shall permanently delete any copy
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+ thereof. The following provisions, in their relevant parts, will survive any termination
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+ or expiration of this Agreement, each for the duration necessary to achieve its
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+ own intended purpose (e.g. the liability provision will survive until the end of
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+ the applicable limitation period):Sections 5 (Liability), 6(Warranty), 7 (Termination)
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+ and 8 (General Provisions).
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+
150
+ **7.3. Litigation.** If You initiate any legal action or proceedings against Us
151
+ or any other entity (including a cross-claim or counterclaim in a lawsuit), alleging
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+ that the Model or a Derivative, or any part thereof, infringe upon intellectual
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+ property or other rights owned or licensable by You, then any licenses granted to
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+ You under this Agreement will immediately terminate as of the date such legal action
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+ or claim is filed or initiated.
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+
157
+ ## 8. General provisions
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+
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+ **8.1. Governing laws.** This Agreement will be governed by the laws of France,
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+ without regard to choice of law principles, and the UN Convention on Contracts for
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+ the International Sale of Goods does not apply to this Agreement.
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+
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+ **8.2. Competent jurisdiction.** The courts of Paris shall have exclusive jurisdiction
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+ of any dispute arising out of this Agreement.
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+
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+ **8.3. Severability.** If any provision of this Agreement is held to be invalid,
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+ illegal or unenforceable, the remaining provisions shall be unaffected thereby and
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+ remain valid as if such provision had not been set forth herein.
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+
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+ ## 9. Definitions
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+
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+ "Agreement": means this Mistral AI Research License agreement governing the access,
173
+ use, and Distribution of the Mistral Models, Derivatives and Outputs.
174
+
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+ "Derivative": means any (i) modified version of the Mistral Model (including but
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+ not limited to any customized or fine-tuned version thereof), (ii) work based on
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+ the Mistral Model, or (iii) any other derivative work thereof.
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+
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+ "Distribution", "Distributing", "Distribute" or "Distributed": means supplying,
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+ providing or making available, by any means, a copy of the Mistral Models and/or
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+ the Derivatives as the case may be, subject to Section 3 of this Agreement.
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+
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+ "Mistral AI", "We" or "Us": means Mistral AI, a French société par actions simplifiée
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+ registered in the Paris commercial registry under the number 952 418 325, and having
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+ its registered seat at 15, rue des Halles, 75001 Paris.
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+
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+ "Mistral Model": means the foundational large language model(s), and its elements
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+ which include algorithms, software, instructed checkpoints, parameters, source code
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+ (inference code, evaluation code and, if applicable, fine-tuning code) and any other
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+ elements associated thereto made available by Mistral AI under this Agreement, including,
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+ if any, the technical documentation, manuals and instructions for the use and operation
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+ thereof.
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+
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+ "Research Purposes": means any use of a Mistral Model, Derivative, or Output that
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+ is solely for (a) personal, scientific or academic research, and (b) for non-profit
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+ and non-commercial purposes, and not directly or indirectly connected to any commercial
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+ activities or business operations. For illustration purposes, Research Purposes
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+ does not include (1) any usage of the Mistral Model, Derivative or Output by individuals
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+ or contractors employed in or engaged by companies in the context of (a) their daily
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+ tasks, or (b) any activity (including but not limited to any testing or proof-of-concept)
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+ that is intended to generate revenue, nor (2) any Distribution by a commercial entity
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+ of the Mistral Model, Derivative or Output whether in return for payment or free
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+ of charge, in any medium or form, including but not limited to through a hosted
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+ or managed service (e.g. SaaS, cloud instances, etc.), or behind a software layer.
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+
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+ "Outputs": means any content generated by the operation of the Mistral Models or
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+ the Derivatives from a prompt (i.e., text instructions) provided by users. For
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+ the avoidance of doubt, Outputs do not include any components of a Mistral Models,
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+ such as any fine-tuned versions of the Mistral Models, the weights, or parameters.
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+
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+ "You": means the individual or entity entering into this Agreement with Mistral
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+ AI.
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+
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+
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+ *Mistral AI processes your personal data below to provide the model and enforce
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+ its license. If you are affiliated with a commercial entity, we may also send you
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+ communications about our models. For more information on your rights and data handling,
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+ please see our <a href="https://mistral.ai/terms/">privacy policy</a>.*'
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+ extra_gated_fields:
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+ First Name: text
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+ Last Name: text
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+ Country: country
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+ Affiliation: text
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+ Job title: text
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+ I understand that I can only use the model, any derivative versions and their outputs for non-commercial research purposes: checkbox
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+ ? I understand that if I am a commercial entity, I am not permitted to use or distribute
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+ the model internally or externally, or expose it in my own offerings without a
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+ commercial license
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+ : checkbox
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+ ? I understand that if I upload the model, or any derivative version, on any platform,
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+ I must include the Mistral Research License
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+ : checkbox
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+ ? I understand that for commercial use of the model, I can contact Mistral or use
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+ the Mistral AI API on la Plateforme or any of our cloud provider partners
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+ : checkbox
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+ ? By clicking Submit below I accept the terms of the license and acknowledge that
237
+ the information I provide will be collected stored processed and shared in accordance
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+ with the Mistral Privacy Policy
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+ : checkbox
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+ geo: ip_location
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+ extra_gated_description: Mistral AI processes your personal data below to provide
242
+ the model and enforce its license. If you are affiliated with a commercial entity,
243
+ we may also send you communications about our models. For more information on your
244
+ rights and data handling, please see our <a href="https://mistral.ai/terms/">privacy
245
+ policy</a>.
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+ extra_gated_button_content: Submit
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+ ---
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+
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+ # mlx-community/Ministral-8B-Instruct-2410-bf16
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+
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+ The Model [mlx-community/Ministral-8B-Instruct-2410-bf16](https://huggingface.co/mlx-community/Ministral-8B-Instruct-2410-bf16) was converted to MLX format from [mistralai/Ministral-8B-Instruct-2410](https://huggingface.co/mistralai/Ministral-8B-Instruct-2410) using mlx-lm version **0.19.1**.
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+
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+ ## Use with mlx
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+
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+ ```bash
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+ pip install mlx-lm
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+ ```
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+
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+ ```python
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+ from mlx_lm import load, generate
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+
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+ model, tokenizer = load("mlx-community/Ministral-8B-Instruct-2410-bf16")
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+
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+ prompt="hello"
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+
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+ if hasattr(tokenizer, "apply_chat_template") and tokenizer.chat_template is not None:
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+ messages = [{"role": "user", "content": prompt}]
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+ prompt = tokenizer.apply_chat_template(
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+ messages, tokenize=False, add_generation_prompt=True
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+ )
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+
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+ response = generate(model, tokenizer, prompt=prompt, verbose=True)
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+ ```
config.json ADDED
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+ {
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+ "architectures": [
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+ "MistralForCausalLM"
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+ ],
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+ "attention_dropout": 0.0,
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+ "bos_token_id": 1,
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+ "eos_token_id": 2,
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+ "head_dim": 128,
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+ "hidden_act": "silu",
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+ "hidden_size": 4096,
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+ "initializer_range": 0.02,
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+ "intermediate_size": 12288,
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+ "max_position_embeddings": 32768,
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+ "model_type": "mistral",
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+ "num_attention_heads": 32,
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+ "num_hidden_layers": 36,
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+ "num_key_value_heads": 8,
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+ "rms_norm_eps": 1e-05,
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+ "rope_theta": 100000000.0,
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+ "sliding_window": null,
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+ "tie_word_embeddings": false,
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+ "torch_dtype": "float32",
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+ "transformers_version": "4.44.0",
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+ "use_cache": true,
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+ "vocab_size": 131072
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+ }
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