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Draft: feat: Support DBRX model in Llama #462

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@reneleonhardt reneleonhardt commented Apr 15, 2024

The new Open Source model DBRX sounds amazing, is this enough and correct to integrate it into Llama?
ggerganov/llama.cpp#6515
https://huggingface.co/collections/phymbert/dbrx-16x12b-instruct-gguf-6619a7a4b7c50831dd33c7c8
https://www.databricks.com/blog/announcing-dbrx-new-standard-efficient-open-source-customizable-llms
https://github.com/databricks/dbrx
https://huggingface.co/collections/databricks/

llama.cpp seems to support splitted/sharded files, but I would need to download all of them first I suppose... 馃槄

@reneleonhardt reneleonhardt force-pushed the support-llama-model-dbrx branch 3 times, most recently from f852b16 to 27b9d62 Compare April 15, 2024 11:41
+ "Generation speed is significantly faster than LLaMA2-70B, while at the same time "
+ "beating other open source models, such as, LLaMA2-70B, Mixtral, and Grok-1 on "
+ "language understanding, programming, math, and logic.",
PromptTemplate.LLAMA,
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I think it uses ChatML prompt template - PromptTemplate.CHAT_ML

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Thx, done

@carlrobertoh
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Since the change was recent, we need to update the llama.cpp submodule as well

@reneleonhardt
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Since the change was recent, we need to update the llama.cpp submodule as well

Done

@carlrobertoh
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I'll try running the model locally soon and see if any other changes are necessary

@reneleonhardt
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I'll try running the model locally soon and see if any other changes are necessary

Great! But in this PR I have to implement downloading all 10 files first I guess... 馃槄

@reneleonhardt
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@phymbert I can download https://huggingface.co/phymbert/dbrx-16x12b-instruct-iq3_xxs-gguf without login in the browser, but inside the plugin I get 403 Forbidden, is this to be expected with the databricks-open-model-license (other) license?
Do you think DBRX is not particularly suited as a coding assistant? The smallest is 53 GB huge 馃槄

@phymbert
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Dbrx is a gated model, so I believe you have to pass a read token. There is an issue open on llama.cpp to support this.

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3 participants