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README.md
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pipeline_tag: text-generation
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Work in progress...
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Like version 1, this model will be trained on a single GPU, with hopes of getting better peformance.
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# Roadmap
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- Train on 1,000,000 examples of Skylion007/openwebtext at a learning rate of 3e-4 and batch size of 32
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- Once perplexity reaches an average of ~100, a cosine scheduler will be applied, and batch size will be increased to 4096
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- Once the perplexity reaches an average of 50, the model will be trained on graelo/wikipedia and mattymchen/refinedweb-3m, and the batch size will be increased to 12,288.
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- I'm open to any suggestions to modify this roadmap if you feel it isn't sufficient!
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# Disclaimer
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This model may be cancelled if performance improvement is not seen over its predecessor. The roadmap may also be changed during training.
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# Release date
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This model is set to be released by January 7, 2024. This date may be extended.
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Watch the training live here:
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pipeline_tag: text-generation
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# Release date
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This model is set to be released by January 7, 2024. This date may be extended.
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Watch the training live here:
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