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Take note that the above mentioned configuration is for converting Aquila-34B so you might require to change the model configurations for example num_layers andhidden_size as needed.
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It truly is quite simple to do the heterogeneous training on chips of various generations Using the very same architecture or compatible architectures.
Include personalized optimizations and combine approaches from other outstanding open-supply projects like DeepSpeed and helen88 vLLM etcetera.
For now, FlagScale continues to be in its early phase and We are going to perform Along with the Local community alongside one another to assistance unique LLMs on various components architectures.
That will help aid the investigation, you'll be able to pull the corresponding mistake log from your World-wide-web server and submit it our assist staff. You should involve the Ray ID (and that is at The underside of this mistake website page). Supplemental troubleshooting methods.
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Provide the teaching strategies with the Aquila models form BAAI which might confirmed instruction convergence
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Before carrying out the heterogenous education, you should lengthen the hostfile by introducing the device kinds. You will be cost-free to select the identifier strings for these unit varieties, but you should assure they're not duplicated.
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