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Title: GitHub - varda204/LLMsPracticalGuide: A curated list of practical guide resources of LLMs (LLMs Tree, Examples, Papers) · GitHub

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Description: A curated list of practical guide resources of LLMs (LLMs Tree, Examples, Papers) - varda204/LLMsPracticalGuide

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https://github.com/varda204/LLMsPracticalGuide#catalog
The Practical Guides for Large Language Models https://github.com/varda204/LLMsPracticalGuide#the-practical-guides-for-large-language-models-
Practical Guide for Modelshttps://github.com/varda204/LLMsPracticalGuide#practical-guide-for-models
BERT-style Language Models: Encoder-Decoder or Encoder-onlyhttps://github.com/varda204/LLMsPracticalGuide#bert-style-language-models-encoder-decoder-or-encoder-only
GPT-style Language Models: Decoder-onlyhttps://github.com/varda204/LLMsPracticalGuide#gpt-style-language-models-decoder-only
Practical Guide for Datahttps://github.com/varda204/LLMsPracticalGuide#practical-guide-for-data
Pretraining datahttps://github.com/varda204/LLMsPracticalGuide#pretraining-data
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Practical Guide for NLP Taskshttps://github.com/varda204/LLMsPracticalGuide#practical-guide-for-nlp-tasks
Traditional NLU taskshttps://github.com/varda204/LLMsPracticalGuide#traditional-nlu-tasks
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Abilities with Scalinghttps://github.com/varda204/LLMsPracticalGuide#abilities-with-scaling
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Real-World ''Tasks''https://github.com/varda204/LLMsPracticalGuide#real-world-tasks
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Benchmark Instruction Tuninghttps://github.com/varda204/LLMsPracticalGuide#benchmark-instruction-tuning
Alignmenthttps://github.com/varda204/LLMsPracticalGuide#alignment
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Truthfulness Alignment (Honest)https://github.com/varda204/LLMsPracticalGuide#truthfulness-alignment-honest
Practical Guides for Prompting (Helpful)https://github.com/varda204/LLMsPracticalGuide#practical-guides-for-prompting-helpful
Alignment Efforts of Open-source Communtityhttps://github.com/varda204/LLMsPracticalGuide#alignment-efforts-of-open-source-communtity
Usage and Restractions (Models and Data)https://github.com/varda204/LLMsPracticalGuide#Usage-and-Restrictions
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Pilehttps://pile.eleuther.ai/
GPT4All-J datasethttps://huggingface.co/datasets/nomic-ai/gpt4all-j-prompt-generations
OPT-175B LICENSE AGREEMENThttps://github.com/facebookresearch/metaseq/blob/main/projects/OPT/MODEL_LICENSE.md?fbclid=IwAR1BFK5X1XdUpx_QXoiqyfzYWdNAXJPcg8Cf0ddv5T7sa2UrLUvymj1J8G4
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The BigScience RAIL Licensehttps://bigscience.huggingface.co/blog/the-bigscience-rail-license
CC BY-NC 4.0https://github.com/paperswithcode/galai/blob/main/LICENSE-MODEL.md
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ShareGPT.comhttp://sharegpt.com/
GPT4All datasethttps://huggingface.co/datasets/nomic-ai/gpt4all_prompt_generations
RedPajamahttps://www.together.xyz/blog/redpajama
The CodeGeeX Licensehttps://github.com/THUDM/CodeGeeX/blob/main/MODEL_LICENSE
BigCode OpenRAIL-M v1 licensehttps://huggingface.co/spaces/bigcode/bigcode-model-license-agreement
The Stackhttps://arxiv.org/pdf/2211.15533.pdf
mC4 (english)https://arxiv.org/abs/2010.11934
The Stackhttps://arxiv.org/pdf/2211.15533.pdf
RedPajamahttps://www.together.xyz/blog/redpajama
S2ORChttps://aclanthology.org/2020.acl-main.447/
falconhttps://huggingface.co/tiiuae/falcon-40b
TII Falcon LLM Licensehttps://huggingface.co/tiiuae/falcon-40b/blob/main/LICENSE.txt
RefinedWebhttps://huggingface.co/datasets/tiiuae/falcon-refinedweb
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