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README.md

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 # Current Versions:
 - **Freedream_1B-7b-tokens-seen:** This is an early trained model, that only see total of 7Billion tokens, it is a base model that has a moderate performance that can generate fluence text but contains factual error. Don't recommend for code or hard maths reasoning.
-- **Freedream_1B-20b-tokens-seen** This is the version that approximately reaches the Chinchilla optimal of 1B parameter : 20 billions of tokens, the model has a generally good performance that improved from the 7-billion-tokens-seen version on more accurate facts and better logic when generating. The final loss is around 2.6.
+- **Freedream_1B-20b-tokens-seen:** This is the version that approximately reaches the Chinchilla optimal of 1B parameter : 20 billions of tokens, the model has a generally good performance that improved from the 7-billion-tokens-seen version on more accurate facts and better logic when generating. The final loss is around 2.6.
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 ## Reserved Name & Trademark Notice