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    DBRX is an open-sourced large language model (LLM) developed by Mosaic ML team at Databricks, released on March 27, 2024. It is a mixture-of-experts transformer model, with 132 billion parameters in total. 36 billion parameters (4 out of 16 experts) are active for each token. The released model comes in either a base foundation model version or an instruction-tuned variant.
    At the time of its release, DBRX outperformed other prominent open-source models such as Meta's LLaMA 2, Mistral AI's Mixtral, and xAI's Grok, in several benchmarks ranging from language understanding, programming ability and mathematics.
    It was trained for 2.5 months on 3,072 Nvidia H100s connected by 3.2 terabytes per second bandwidth (InfiniBand), for a training cost of $10m USD.


    References

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DBRX Archives - DigiAlps LTD

DBRX Archives - DigiAlps LTD

DBRX: A new open LLM by Databricks | SuperAnnotate

DBRX: A new open LLM by Databricks | SuperAnnotate

Research Note: Databricks DBRX LLM - NAND Research

Research Note: Databricks DBRX LLM - NAND Research

databricks/dbrx-instruct at main

databricks/dbrx-instruct at main

DBRX-Instruct: A step-by-step guide to use - Exnrt

DBRX-Instruct: A step-by-step guide to use - Exnrt

Databrix Announces DBRX, an Open Source General Purpose LLM - InfoQ

Databrix Announces DBRX, an Open Source General Purpose LLM - InfoQ

Testing GPT Competitor DBRX: Is It Worth All The Hype?

Testing GPT Competitor DBRX: Is It Worth All The Hype?

DBRX by Databricks : Reviews, Price, Info & 29 Alternatives AI Tools ...

DBRX by Databricks : Reviews, Price, Info & 29 Alternatives AI Tools ...

databricks/dbrx-instruct · How to Fine Tune DBRX-Instruct?

databricks/dbrx-instruct · How to Fine Tune DBRX-Instruct?

DBRX: Databricks

DBRX: Databricks' Groundbreaking Open-Source LLM

Meet DBRX, the New Standard for High-Quality LLMs | Databricks

Meet DBRX, the New Standard for High-Quality LLMs | Databricks

Databricks Launches DBRX General-purpose LLM | CDOTrends

Databricks Launches DBRX General-purpose LLM | CDOTrends

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dbrx

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GitHub - databricks/dbrx: Code examples and resources for …

DBRX is a large language model trained by Databricks, and made available under an open license. This repository contains the minimal code and examples to run inference, as well as a collection of resources and links for using DBRX.

dbrx/README.md at main · databricks/dbrx - GitHub

DBRX is a large language model trained by Databricks, and made available under an open license. This repository contains the minimal code and examples to run inference, as well as a collection of resources and links for using DBRX.

GitHub - mosaicml/llm-foundry: LLM training code for Databricks ...

DBRX is a state-of-the-art open source LLM trained by Databricks Mosaic team. It uses the Mixture-of-Experts (MoE) architecture and was trained with optimized versions of Composer , LLM Foundry, and MegaBlocks .

databricks-gen-ai-series/llm-rag-chatbot - GitHub

Learn how to create and deploy a real-time Q&A chatbot using Databricks retrieval augmented generation (RAG) and serverless capabilities, leveraging the DBRX Instruct Foundation Model for smart responses.

Add support for DBRX models: dbrx-base and dbrx-instruct …

Mar 27, 2024 · DBRX requires a convert script (convert-hf-to-gguf.py) + graph implementation as usual. See #6074 as an example of what needs to be done for DBRX. Thank you, I'll see if I can have a look at the Qwen MoE PR and make one for DBRX if I am not beat to it.

dbrx/MODEL_CARD_dbrx_base.md at main · databricks/dbrx

The DBRX models are open, general-purpose LLMs intended and licensed for both commercial and research applications. They can be further fine-tuned for various domain-specific natural language and coding tasks. DBRX Base can be used as an off-the-shelf model for text completion for general English-language and coding tasks.

Issues · databricks/dbrx - GitHub

Apr 6, 2024 · Code examples and resources for DBRX, a large language model developed by Databricks - Issues · databricks/dbrx

GitHub - monkey-crazy/dbrxxz: Code examples and resources for …

DBRX is a large language model trained by Databricks, and made available under an open license. This repository contains the minimal code and examples to run inference, as well as a collection of resources and links for using DBRX.

dbrx/model/modeling_dbrx.py at main · databricks/dbrx - GitHub

Code examples and resources for DBRX, a large language model developed by Databricks - databricks/dbrx

Llama_Index Starter Example using DBRX · GitHub

Apr 10, 2024 · Llama_Index Starter Example using DBRX. GitHub Gist: instantly share code, notes, and snippets.