LocalLLaMA

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Community to discuss about Llama, the family of large language models created by Meta AI.

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New Model: Starling-LM-11B-alpha-v1 (alien.top)

submitted 1 year ago by perlthoughts@alien.top to c/localllama@poweruser.forum

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https://huggingface.co/NurtureAI/Starling-LM-11B-alpha-v1

This is Berkeley's model: Starling-LM-7B-alpha with the size of model increased to 11B from 7B.
Special thanks to user Undi95 for their mistral passthrough explanation with cg123's mergekit, Berkeley of course for Starling-LM-7B-alpha, and also everyone contributing to open source AI development.

Together we are strong!

The performance of this model will increase drastically as it is further fine tuned with the newly added layers.

AWQ version and GGUF version coming soon!

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[–] extopico@alien.top 1 points 1 year ago (1 children)

How was the model size increased to 11B. It’s a merge but with what?

[–] perlthoughts@alien.top 1 points 1 year ago

slices:
- sources:
- model: berkeley-nest/Starling-LM-7B-alpha
layer_range: [0, 24]
- sources:
- model: berkeley-nest/Starling-LM-7B-alpha
layer_range: [8, 32]
merge_method: passthrough
dtype: float16