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@@ -91,10 +91,10 @@ The full data sequence can be found [here](https://huggingface.co/datasets/LLM36
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  ## LLM360 Pretraining Suite
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- We provide step-by-step reproducation tutorials for tech enthusiasts, AI practitioners and academic or industry researchers who want to learn pretraining techniques here [llm360.ai/pretraining]
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  ## LLM360 Developer Suite
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- We provide step-by-step finetuning tutorials for tech enthusiasts, AI practitioners and academic or industry researchers here [llm360.ai/pretraining].
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  # Loading K2
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  ```python
 
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  ## LLM360 Pretraining Suite
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+ We provide step-by-step reproducation tutorials for tech enthusiasts, AI practitioners and academic or industry researchers who want to learn pretraining techniques [here](https://www.llm360.ai/pretraining.html).
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  ## LLM360 Developer Suite
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+ We provide step-by-step finetuning tutorials for tech enthusiasts, AI practitioners and academic or industry researchers [here](https://www.llm360.ai/developer.html).
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  # Loading K2
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  ```python