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Not all pretrained checkpoints on Hugging Face have corresponding design card Web content. You may even now download these checkpoints and configs to convert them right into a Product Zoo compatible structure.
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Checkpoints that don't demand design adjustments bewteen Cerebras releases still must be converted to the proper release. You can find checkpoint metadata conversions necessary in addition to config variations.
The one variation when utilizing the checkpoint converter Resource’s CLI with a sharded checkpoint is that the checkpoint route argument should stage for the .index.json file as an alternative to the singular .bin file as just before. The Device can discover the many corresponding shards, merge them, and transform the product.
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The following command demonstrates using the converted config and checkpoint for constant pretraining:
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The script supports tensor parallelism and pipeline parallelism to distribute the design across numerous GPUs.
Here is an example of the conversion approach for your pre-trained OpenAI GPT model, assuming that your NumPy checkpoint
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