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>MPT-1b-RedPajama-200b-dolly is a 1.3 billion parameter decoder-only transformer pre-trained on the RedPajama dataset and subsequently fine-tuned on the Databri
by htrp 4y ago
>MPT-1b-RedPajama-200b-dolly is a 1.3 billion parameter decoder-only transformer pre-trained on the RedPajama dataset and subsequently fine-tuned on the Databricks Dolly instruction dataset.
> The model was pre-trained for 200B tokens (batch size 2200, sequence length 2048). It was trained on the following data mix:
67% RedPajama Common Crawl
15% C4
4.5% RedPajama GitHub
4.5% RedPajama Wikipedia
4.5% RedPajama Books
2.5% RedPajama Arxiv
2% RedPajama StackExchange
Any benchmarks on model performance?