Add Inferentai2 and Optimum Neuron Support #120
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JingyaHuang
approved these changes
May 8, 2024
Co-authored-by: Jingya HUANG <44135271+JingyaHuang@users.noreply.github.com>
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What does this PR do?
This PR add support for infernetia2. To deploy a model on Inferentia2 you have 3 options:
model.neuronfile asHF_MODEL_ID, .e.g.optimum/tiny_random_bert_neuronHF_OPTIMUM_BATCH_SIZEandHF_OPTIMUM_SEQUENCE_LENGTHenvironment variables to compile the model on the fly, e.g.HF_OPTIMUM_BATCH_SIZE=1 HF_OPTIMUM_SEQUENCE_LENGTH=128neurondictionary in the config.json file in the model archive, e.g.neuron: {"static_batch_size": 1, "static_sequence_length": 128}The currently supported tasks can be found here. If you plan to deploy an LLM, we recommend taking a look at Neuronx TGI, which is purposly build for LLMs