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Llama 2 13b Embeddings

andreasjansson

🔍

The llama-2-13b-embeddings is a text-to-text model that has been trained to provide word or phrase embeddings based on the input. The input schema specifies "prompts" and "prompt_separator" fields, which indicate that the model can accept multiple prompts separated by a specific delimiter. The output of this model is an array of numerical values representing the semantic embeddings of the input prompts, which can be used for various Natural Language Processing tasks such as semantic similarity, topic modeling, and text classification.

Use cases

The Llama2 13B with embedding output is a Text-to-Text AI model that provides an array of potential use cases involving natural language processing. For instance, it can be employed for text classification tasks, sentiment analysis, or even for advanced applications like essay scoring and automated content moderation. Given the detailed input schema, which allows for multiple prompts separated by new lines, the model could be used to understand or compare semantic connections between different pieces of text. In terms of practical products, this AI model could be integrated into an AI chatbot system for more accurate language comprehension and response creation, or it could be used in a digital assistant to interpret and synthesize user commands more effectively. It could also be applied in content creation platforms for recommending relevant topics or optimizing SEO. Additionally, its potential in transforming large amounts of text data into a more manageable form of vectors (embeddings) has implications for applications such as recommender systems, information retrieval, or even language translation systems.

Text-to-Text

Pricing

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Creator Models

ModelCostRuns
Musicgen Bacharach Chord$?29
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Llama 2 70b Chat Gguf$?1,886
Twinpainting$0.0207320
Musicgen Trance Chord$?123

Similar Models

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You can use this area to play around with demo applications that incorporate the Llama 2 13b Embeddings model. These demos are maintained and hosted externally by third-party creators. If you see an error, message me on Twitter.

Currently, there are no demos available for this model.

Overview

Summary of this model and related resources.

PropertyValue
Creatorandreasjansson
Model NameLlama 2 13b Embeddings
Description
Llama2 13B with embedding output
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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PropertyValue
Runs236,755
Model Rank
Creator Rank

Cost

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