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@@ -45,8 +45,8 @@ This official repo introduces the TransNormerLLM model, featuring its open-sourc
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  - **TransNormerLLM1** incorporates Simple GLU in its channel mixer, GLA in the token mixer, and SRMSNorm for normalization. In this model, the channel and token mixers function sequentially in a pipeline arrangement.
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  - **TransNormerLLM2** also utilizes Simple GLU in the channel mixer, GLA in the token mixer, and SRMSNorm for normalization. However, in this version, the channel and token mixers operate concurrently, in parallel.
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- <p align="left">
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- <img src="./images/TransNormer1-2Arch.jpg" width="80%" />
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  </p>
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  # Released Weights
@@ -191,6 +191,6 @@ If you wish to cite our work, please use the following reference:
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  ```
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  <p align="center">
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- <img src="./images/lightning-leopard.jpg" width="60%" />
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  - OpenNLPLab @2024 -
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  </p>
 
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  - **TransNormerLLM1** incorporates Simple GLU in its channel mixer, GLA in the token mixer, and SRMSNorm for normalization. In this model, the channel and token mixers function sequentially in a pipeline arrangement.
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  - **TransNormerLLM2** also utilizes Simple GLU in the channel mixer, GLA in the token mixer, and SRMSNorm for normalization. However, in this version, the channel and token mixers operate concurrently, in parallel.
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+ <p align="center">
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+ <img src="./images/TransNormer1-2Arch.jpg" width="85%" />
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  </p>
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  # Released Weights
 
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  ```
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  <p align="center">
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+ <img src="./images/lightning-leopard.jpg" width="67%" />
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  - OpenNLPLab @2024 -
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  </p>