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Title: GitHub - weiping/LLMsPracticalGuide: A curated list of practical guide resources of LLMs (LLMs Tree, Examples, Papers)

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Description: A curated list of practical guide resources of LLMs (LLMs Tree, Examples, Papers) - weiping/LLMsPracticalGuide

Open Graph Description: A curated list of practical guide resources of LLMs (LLMs Tree, Examples, Papers) - weiping/LLMsPracticalGuide

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https://patch-diff.githubusercontent.com/weiping/LLMsPracticalGuide#the-practical-guides-for-large-language-models-
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Harnessing the Power of LLMs in Practice: A Survey on ChatGPT and Beyondhttps://arxiv.org/abs/2304.13712
xinyaduhttps://github.com/xinyadu
Bloghttps://jingfengyang.github.io/gpt
https://patch-diff.githubusercontent.com/weiping/LLMsPracticalGuide/blob/main/imgs/tree.jpg
https://patch-diff.githubusercontent.com/weiping/LLMsPracticalGuide#latest-news
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Dr. Duhttps://github.com/xinyadu
https://patch-diff.githubusercontent.com/weiping/LLMsPracticalGuide#other-practical-guides-for-llms
Bloghttps://jingfengyang.github.io/gpt
Bloghttps://huyenchip.com/2023/04/11/llm-engineering.html
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Paperhttps://arxiv.org/abs/2303.10158
https://patch-diff.githubusercontent.com/weiping/LLMsPracticalGuide#catalog
The Practical Guides for Large Language Models https://patch-diff.githubusercontent.com/weiping/LLMsPracticalGuide#the-practical-guides-for-large-language-models-
Practical Guide for Modelshttps://patch-diff.githubusercontent.com/weiping/LLMsPracticalGuide#practical-guide-for-models
BERT-style Language Models: Encoder-Decoder or Encoder-onlyhttps://patch-diff.githubusercontent.com/weiping/LLMsPracticalGuide#bert-style-language-models-encoder-decoder-or-encoder-only
GPT-style Language Models: Decoder-onlyhttps://patch-diff.githubusercontent.com/weiping/LLMsPracticalGuide#gpt-style-language-models-decoder-only
Practical Guide for Datahttps://patch-diff.githubusercontent.com/weiping/LLMsPracticalGuide#practical-guide-for-data
Pretraining datahttps://patch-diff.githubusercontent.com/weiping/LLMsPracticalGuide#pretraining-data
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Test data/user datahttps://patch-diff.githubusercontent.com/weiping/LLMsPracticalGuide#test-datauser-data
Practical Guide for NLP Taskshttps://patch-diff.githubusercontent.com/weiping/LLMsPracticalGuide#practical-guide-for-nlp-tasks
Traditional NLU taskshttps://patch-diff.githubusercontent.com/weiping/LLMsPracticalGuide#traditional-nlu-tasks
Generation taskshttps://patch-diff.githubusercontent.com/weiping/LLMsPracticalGuide#generation-tasks
Knowledge-intensive taskshttps://patch-diff.githubusercontent.com/weiping/LLMsPracticalGuide#knowledge-intensive-tasks
Abilities with Scalinghttps://patch-diff.githubusercontent.com/weiping/LLMsPracticalGuide#abilities-with-scaling
Specific taskshttps://patch-diff.githubusercontent.com/weiping/LLMsPracticalGuide#specific-tasks
Real-World ''Tasks''https://patch-diff.githubusercontent.com/weiping/LLMsPracticalGuide#real-world-tasks
Efficiencyhttps://patch-diff.githubusercontent.com/weiping/LLMsPracticalGuide#efficiency
Trustworthinesshttps://patch-diff.githubusercontent.com/weiping/LLMsPracticalGuide#trustworthiness
Benchmark Instruction Tuninghttps://patch-diff.githubusercontent.com/weiping/LLMsPracticalGuide#benchmark-instruction-tuning
Alignmenthttps://patch-diff.githubusercontent.com/weiping/LLMsPracticalGuide#alignment
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Truthfulness Alignment (Honest)https://patch-diff.githubusercontent.com/weiping/LLMsPracticalGuide#truthfulness-alignment-honest
Practical Guides for Prompting (Helpful)https://patch-diff.githubusercontent.com/weiping/LLMsPracticalGuide#practical-guides-for-prompting-helpful
Alignment Efforts of Open-source Communtityhttps://patch-diff.githubusercontent.com/weiping/LLMsPracticalGuide#alignment-efforts-of-open-source-communtity
Usage and Restractions (Models and Data)https://patch-diff.githubusercontent.com/weiping/LLMsPracticalGuide#Usage-and-Restrictions
https://patch-diff.githubusercontent.com/weiping/LLMsPracticalGuide#practical-guide-for-models
https://patch-diff.githubusercontent.com/weiping/LLMsPracticalGuide#bert-style-language-models-encoder-decoder-or-encoder-only
Paperhttps://aclanthology.org/N19-1423.pdf
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https://patch-diff.githubusercontent.com/weiping/LLMsPracticalGuide#gpt-style-language-models-decoder-only
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https://patch-diff.githubusercontent.com/weiping/LLMsPracticalGuide#pretraining-data
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https://patch-diff.githubusercontent.com/weiping/LLMsPracticalGuide#practical-guide-for-nlp-tasks
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https://patch-diff.githubusercontent.com/weiping/LLMsPracticalGuide#knowledge-intensive-tasks
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https://patch-diff.githubusercontent.com/weiping/LLMsPracticalGuide#efficiency
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https://patch-diff.githubusercontent.com/weiping/LLMsPracticalGuide#trustworthiness
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