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We’ve created our deep Studying products in the Cerebras Model Zoo with a robust emphasis on versatility, enabling people to effortlessly make architectural changes utilizing only one configuration file.
Checkpoints that don't demand model changes bewteen Cerebras releases continue to must be converted to the proper release. You will find checkpoint metadata conversions desired together with config alterations.
The only change when utilizing the checkpoint converter tool’s CLI using a sharded checkpoint is that the checkpoint path argument should level towards the .index.json file as an alternative to the singular .bin file as prior to. The Device can discover all of the corresponding shards, merge them, and convert the model.
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This will enable you to figure out When the configuration you are employing inside Design Zoo can be converted before you prepare the design. Additionally, You should use the knowledge inside the mistake concept to modify the config file to generate a configuration that could be transformed.
The following command demonstrates using the converted config and checkpoint for continuous pretraining:
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Commencing launch 2.one, the entire process of folding is now immediately dealt with from the checkpoint converter. Jogging the following command will convert a GPT2 muP design properly trained in Modelzoo right into a sP Hugging Deal with-appropriate model.
The Mapping course is accustomed to define the mapping from the product throughout GPUs determined by the parallelism settings.
There exists a discrepancy between the format of your transformed checkpoint as well as the envisioned format that you just’re loading the product into.