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phixtral-2x2_8

A mixed expert model that outperforms individual expert models.

CommonProductProductivityMixed expert modelText generation

Phixtral-2x2_8 is the first mixed expert model built from two microsoft/phi-2 models, inspired by the mistralai/Mixtral-8x7B-v0.1 architecture. It surpasses the performance of each individual expert model. This model excels in multiple benchmark datasets including AGIEval, GPT4All, TruthfulQA, and Bigbench. It utilizes a customized version of the mergekit library (mixtral branch) with specific configurations. Users can run Phixtral at 4-bit precision on free T4 GPUs via Colab notebooks. The model has 4.46B parameters and utilizes F16 tensor type.

phixtral-2x2_8

Generate text using a mixed expert model
Run the model on Colab notebooks at 4-bit precision on GPUs
Model size is 4.46B parameters
tensor type is F16

Suitable for use cases such as text generation
model evaluation
and deep learning research.

Use the phixtral-2x2_8 model for text generation in deep learning research
Utilize the phixtral-2x2_8 model for model evaluation
Run the phixtral-2x2_8 model on a GPU at 4-bit precision

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