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Create README.md
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README.md
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---
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license: apache-2.0
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language:
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- en
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pipeline_tag: text-generation
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---
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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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- After trained on 3,000,000 - 5,000,000 examples of Skylion007/openwebtext, the model will be trained on graelo/wikipedia and mattymchen/refinedweb-3m, and the batch size will be increased to 49,152l.
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