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  # Table of Contents
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- - [Table of Contents](#table-of-contents)
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  - [Introduction](#introduction)
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  - [Diff of TransNormerLLM2](#diff-of-transnormerllm2)
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  - [Released Weights](#released-weights)
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  - [Benchmark Results](#benchmark-results)
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  - [Inference and Deployment](#inference-and-deployment)
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  - [Dependency Installation](#dependency-installation)
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- - [Notice](#notice)
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  - [Inference](#inference)
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  - [Fine-tuning the Model](#fine-tuning-the-model)
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- - [Dependency Installation](#dependency-installation-1)
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- - [Training](#training)
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  - [Community and Ecosystem](#community-and-ecosystem)
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  - [Disclaimer, License and Citation](#disclaimer-license-and-citation)
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- - [Disclaimer](#disclaimer)
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- - [License](#license)
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- - [Acknowledgments](#acknowledgments)
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- - [Citation](#citation)
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  # Introduction
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  # Table of Contents
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  - [Introduction](#introduction)
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  - [Diff of TransNormerLLM2](#diff-of-transnormerllm2)
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  - [Released Weights](#released-weights)
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  - [Benchmark Results](#benchmark-results)
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  - [Inference and Deployment](#inference-and-deployment)
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  - [Dependency Installation](#dependency-installation)
 
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  - [Inference](#inference)
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  - [Fine-tuning the Model](#fine-tuning-the-model)
 
 
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  - [Community and Ecosystem](#community-and-ecosystem)
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  - [Disclaimer, License and Citation](#disclaimer-license-and-citation)
 
 
 
 
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  # Introduction
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