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  - ***How to compress my own models?*** You can request premium access to more compression methods and tech support for your specific use-cases [here](https://z0halsaff74.typeform.com/pruna-access?typeform-source=www.pruna.ai).
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  ## Usage
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- These are several general ways to use the DBRX models:
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- * DBRX Base and DBRX Instruct are available for download on HuggingFace (see our Quickstart guide below). This is the HF repository for DBRX Base; DBRX Instruct can be found [here](https://huggingface.co/databricks/dbrx-instruct).
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- * The DBRX model repository can be found on GitHub [here](https://github.com/databricks/dbrx).
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- * DBRX Base and DBRX Instruct are available with [Databricks Foundation Model APIs](https://docs.databricks.com/en/machine-learning/foundation-models/index.html) via both *Pay-per-token* and *Provisioned Throughput* endpoints. These are enterprise-ready deployments.
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- * For more information on how to fine-tune using LLM-Foundry, please take a look at our LLM pretraining and fine-tuning [documentation](https://github.com/mosaicml/llm-foundry/blob/main/scripts/train/README.md).
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  ## Quickstart Guide
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  Getting started with DBRX models is easy with the `transformers` library. The model requires ~264GB of RAM and the following packages:
 
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  - ***How to compress my own models?*** You can request premium access to more compression methods and tech support for your specific use-cases [here](https://z0halsaff74.typeform.com/pruna-access?typeform-source=www.pruna.ai).
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  ## Usage
 
 
 
 
 
 
 
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  ## Quickstart Guide
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  Getting started with DBRX models is easy with the `transformers` library. The model requires ~264GB of RAM and the following packages: