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Mixtral 8x7b 32kseqlen

nateraw

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The Mixtral-8x7B Large Language Model (LLM) is a machine learning model specifically trained to generate text based on given input parameters and conditions. It uses a Sparse Mixture of Experts approach, making it an efficient model for language generation. The model takes input parameters like text prompts, top_p for randomness control, temperature for creativity control, and max_new_tokens for limiting output length. The outputs generated by the model are complete sequences of text, such as suggestions for useful Hindi phrases for travelers.

Use cases

The Mixtral-8x7B Large Language Model (LLM) is a generative Sparse Mixture Experts model capable of generating highly contextual responses within a maximum of 512 new tokens. Indicated by the model's input and output schema, it can be used for constructing detailed responses in particular contexts, such as generating useful phrases in various languages, which hints at its potential for language learning applications. It could be incorporated into language acquisition software or apps, allowing users to get customized phrases or translation help based on their prompts. The model's capabilities could expand to other fields as well, such as creating engaging conversational agents for customer support or for personalized content generation. The model could also be used for generating prompt-based short narratives or articles, potentially benefitting fields like content marketing or digital entertainment. A "temperature" parameter allows the control for the randomness of the output, making the model flexible across creative or precise applications. The inclusion of a "top_p" parameter also suggests potential application in scenarios where sampling from a subset of probable outputs is desired, for instance, in predictive text input or recommendation systems.

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Pricing

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Creator Models

ModelCostRuns
Causallm 14b$?935
Stablecode Completion Alpha 3b 4k$?154
Yi 6b$?48
Salmonn$?1,814
Yi 34b$?102

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Overview

Summary of this model and related resources.

PropertyValue
Creatornateraw
Model NameMixtral 8x7b 32kseqlen
Description

The Mixtral-8x7B Large Language Model (LLM) is a pretrained generative Spar...

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TagsText-to-Text
Model LinkView on Replicate
API SpecView on Replicate
Github LinkView on Github
Paper LinkNo paper link provided

Popularity

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Runs14,925
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Cost

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Cost per Run$-
Prediction Hardware-
Average Completion Time-