cuuupid / e5-mistral-7b-instruct

Finetuned E5 embeddings for instruct based on Mistral.

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Total runs: 131
24-hour runs: 0
7-day runs: 0
30-day runs: 0
Model's Last Updated: 2月 03 2024

Introduction of e5-mistral-7b-instruct

Model Details of e5-mistral-7b-instruct

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E5-mistral-7b-instruct

Improving Text Embeddings with Large Language Models. Liang Wang, Nan Yang, Xiaolong Huang, Linjun Yang, Rangan Majumder, Furu Wei, arXiv 2024

This model has 32 layers, produces 4096-length embeddings, and has a context window of 32k tokens.

Model Card

Pricing of e5-mistral-7b-instruct replicate.com

Run time and cost

This model costs approximately $0.059 to run on Replicate, or 16 runs per $1, but this varies depending on your inputs. It is also open source and you can run it on your own computer with Docker .

This model runs on Nvidia A100 (80GB) GPU hardware . Predictions typically complete within 43 seconds. The predict time for this model varies significantly based on the inputs.

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131
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e5-mistral-7b-instruct replicate.com

e5-mistral-7b-instruct replicate.com is an AI model on replicate.com that provides e5-mistral-7b-instruct's model effect (Finetuned E5 embeddings for instruct based on Mistral.), which can be used instantly with this cuuupid e5-mistral-7b-instruct model. replicate.com supports a free trial of the e5-mistral-7b-instruct model, and also provides paid use of the e5-mistral-7b-instruct. Support call e5-mistral-7b-instruct model through api, including Node.js, Python, http.

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e5-mistral-7b-instruct install

e5-mistral-7b-instruct is an open source model from GitHub that offers a free installation service, and any user can find e5-mistral-7b-instruct on GitHub to install. At the same time, replicate.com provides the effect of e5-mistral-7b-instruct install, users can directly use e5-mistral-7b-instruct installed effect in replicate.com for debugging and trial. It also supports api for free installation.

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