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@@ -58,13 +58,13 @@ reference-data-model:
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  ```py
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-
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- # Activated training with
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- #- https://huggingface.co/blog/tomaarsen/attention-sinks
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- #- https://github.com/tomaarsen/attention_sinks
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- #- https://arxiv.org/abs/2309.17453
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-
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  pip install attention_sinks
 
 
 
 
 
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  ```
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  ```py
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+ # attention-sinks
 
 
 
 
 
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  pip install attention_sinks
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+
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+ # flash-attn
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+ !export CUDA_HOME=/usr/local/cuda-11.8
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+ !MAX_JOBS=4 pip install flash-attn --no-build-isolation -qqq
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+ !pip install git+"https://github.com/HazyResearch/flash-attention.git#subdirectory=csrc/rotary" -qqq
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  ```
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