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@@ -11,9 +11,9 @@ We introduce **UltraLong-8B**, a series of ultra-long context language models de
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  ## The UltraLong Models
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- - [UltraLong/Llama-3.1-8B-UltraLong-1M-Instruct](https://huggingface.co/nvidia/Llama-3.1-8B-UltraLong-1M-Instruct)
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- - [UltraLong/Llama-3.1-8B-UltraLong-2M-Instruct](https://huggingface.co/nvidia/Llama-3.1-8B-UltraLong-2M-Instruct)
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- - [UltraLong/Llama-3.1-8B-UltraLong-4M-Instruct](https://huggingface.co/nvidia/Llama-3.1-8B-UltraLong-4M-Instruct)
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  ## Uses
@@ -26,7 +26,7 @@ Make sure to update your transformers installation via `pip install --upgrade tr
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  import transformers
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  import torch
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- model_id = "ultralong/Llama-3.1-8B-UltraLong-4M-Instruct"
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  pipeline = transformers.pipeline(
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  "text-generation",
 
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  ## The UltraLong Models
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+ - [nvidia/Llama-3.1-8B-UltraLong-1M-Instruct](https://huggingface.co/nvidia/Llama-3.1-8B-UltraLong-1M-Instruct)
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+ - [nvidia/Llama-3.1-8B-UltraLong-2M-Instruct](https://huggingface.co/nvidia/Llama-3.1-8B-UltraLong-2M-Instruct)
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+ - [nvidia/Llama-3.1-8B-UltraLong-4M-Instruct](https://huggingface.co/nvidia/Llama-3.1-8B-UltraLong-4M-Instruct)
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  ## Uses
 
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  import transformers
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  import torch
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+ model_id = "nvidia/Llama-3.1-8B-UltraLong-4M-Instruct"
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  pipeline = transformers.pipeline(
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  "text-generation",