Mixtral 8x7B Instruct
Mixtral 8x7B Instruct is a sparse mixture-of-experts language model from Mistral, licensed under Apache 2.0.
DeepInfraSparse mixture-of-experts text generation model
Mixtral 8x7B Instruct is a sparse mixture-of-experts (SMoE) text generation model developed by Mistral AI and released under the Apache 2.0 open-source license. It uses a mixture-of-experts architecture where, for any given token, only a subset of the eight expert networks are activated, allowing the model to achieve efficient inference relative to its total parameter count. The instruct variant has been fine-tuned to follow instructions, making it suitable for chat and task-completion use cases. It is served on MindStudio via DeepInfra and supports a context window of 4,096 tokens.
The model is designed for general-purpose text generation tasks including summarization, question answering, reasoning, and code generation. Its open-weight nature and permissive license make it a practical choice for developers who need a deployable model without restrictive usage terms. The maximum response size is 2,500 tokens. Note that this model is currently marked as deprecated on MindStudio, so developers building new applications may want to evaluate whether a successor model better fits their needs.
What Mixtral 8x7B Instruct supports
Instruction Following
Fine-tuned to respond to user instructions and prompts in a conversational format, suitable for chat-style interactions and task completion.
Text Generation
Generates coherent natural language text across a range of tasks including summarization, Q&A, and creative writing, with a maximum response size of 2,500 tokens.
Code Generation
Capable of producing and explaining code across common programming languages, a well-documented capability of the Mixtral 8x7B base architecture.
Sparse MoE Architecture
Uses a mixture-of-experts design with eight expert networks per layer, activating only a subset per token to reduce active parameter count during inference.
Multilingual Output
Supports text generation in multiple languages, including English, French, German, Spanish, and Italian, based on Mistral's published model details.
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Get Started FreeCommon questions about Mixtral 8x7B Instruct
What is the context window for Mixtral 8x7B Instruct on MindStudio?
The model supports a context window of 4,096 tokens, which covers both the input prompt and the generated response.
What is the maximum response length?
The maximum response size is 2,500 tokens per generation.
Is Mixtral 8x7B Instruct free to use?
Pricing information is not published in the available metadata. Usage on MindStudio is subject to MindStudio's own pricing structure; no separate API key is required.
What license does Mixtral 8x7B Instruct use?
The model weights are released under the Apache 2.0 license, which permits commercial and non-commercial use with attribution.
Is this model still actively supported on MindStudio?
Mixtral 8x7B Instruct is currently marked as deprecated on MindStudio. Developers starting new projects may want to consider whether a more recent model is available.
Does Mixtral 8x7B Instruct support image or video inputs?
No. This model is a text-only model and does not support image or video analysis.
Parameters & options
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