The script normally takes a pre-skilled product checkpoint and converts it into a format which can be loaded and optimised by TensorRT-LLM.
Performs both config and checkpoint conversion. To paraphrase, the Device is provided the aged config and checkpoint and makes a whole new config and checkpoint.
To resume coaching from the converted Megatron-LM checkpoint, it can be vital to properly create the training parameters to match the preceding Studying level timetable. Use the subsequent environment with the trainer.max_steps parameter with your NeMo training configuration:
Eleuther’s last GPT-J checkpoint might be accessed on Hugging Encounter at EleutherAI/gpt-j-6B. In lieu of manually coming into the values in the design architecture desk into a config file and creating a script to transform their checkpoint, we could car-make these with only one command.
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The illustrations protect scenarios which include changing a checkpoint working with an individual GPU with FP16 or BF16 precision, and converting a checkpoint with certain product hyperparameters.
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Commencing launch 2.1, the whole process of folding is currently immediately handled because of the checkpoint converter. Jogging the next command will convert a GPT2 muP design educated in Modelzoo right into a sP Hugging Deal with-appropriate product.
The Mapping course is used to outline the mapping of the design throughout GPUs according to the parallelism configurations.
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