From 8dafaaabe54c7f73ad28d8b1e37c1a5b2032e6f9 Mon Sep 17 00:00:00 2001 From: Mooler0410 <37475129+Mooler0410@users.noreply.github.com> Date: Sun, 30 Apr 2023 02:50:30 -0500 Subject: [PATCH 01/27] Update README.md Add papers --- README.md | 5 +++-- 1 file changed, 3 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index 793691d..56e59ad 100644 --- a/README.md +++ b/README.md @@ -36,8 +36,9 @@ We build an evolutionary tree of modern Large Language Models (LLMs) to trace th

### Other Practical Guides for LLMs -- Why did all of the public reproduction of GPT-3 fail? In which tasks should we use GPT-3.5/ChatGPT? [Blog](https://jingfengyang.github.io/gpt) -- Building LLM applications for production, 2023. [Blog](https://huyenchip.com/2023/04/11/llm-engineering.html) +- Why did all of the public reproduction of GPT-3 fail? In which tasks should we use GPT-3.5/ChatGPT? 2023, [Blog](https://jingfengyang.github.io/gpt) +- Building LLM applications for production, 2023, [Blog](https://huyenchip.com/2023/04/11/llm-engineering.html) +- Data-centric Artificial Intelligence, 2023, [Repo](https://github.com/daochenzha/data-centric-AI)/[Blog](https://towardsdatascience.com/what-are-the-data-centric-ai-concepts-behind-gpt-models-a590071bb727)/[Paper](https://arxiv.org/abs/2303.10158) ### BERT-style Language Models: Encoder-Decoder or Encoder-only From 80af08ef0d80c2047d1d4888196f5dc56b43db67 Mon Sep 17 00:00:00 2001 From: Jingfeng Yang Date: Sun, 30 Apr 2023 01:03:58 -0700 Subject: [PATCH 02/27] add tableformer as reference of tableQA example --- awesome_examples/tableQA.md | 2 ++ 1 file changed, 2 insertions(+) diff --git a/awesome_examples/tableQA.md b/awesome_examples/tableQA.md index 2a98982..b176256 100644 --- a/awesome_examples/tableQA.md +++ b/awesome_examples/tableQA.md @@ -4,6 +4,8 @@ In this lesson, we ask the model to answer questions based on a table. The table Comparing the following two examples, ChatGPT is vulnerable to table row order perturbation, while GPT4 is robust to table row order perturbation. Such robustness could probably be due to two reasons. The first reason is larger model size and more pretraining data of GPT4. Secondly, better truthfulness stemming from better RLHF alignment could help GPT4 follow different formats of the same instructions better. +Note that smaller finetuned models heavily suffers from such non-robustness issue, according to the paper: [TableFormer: Robust Transformer Modeling for Table-Text Encoding](https://arxiv.org/pdf/2203.00274.pdf) + # Example 1 (2022/04/29) ## ChatGPT From fe35f3f345ca85286657fad8d1d21fb4c150a058 Mon Sep 17 00:00:00 2001 From: Jingfeng Yang Date: Sun, 30 Apr 2023 01:04:47 -0700 Subject: [PATCH 03/27] add tableformer as reference of tableQA example --- awesome_examples/tableQA.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/awesome_examples/tableQA.md b/awesome_examples/tableQA.md index b176256..27294ae 100644 --- a/awesome_examples/tableQA.md +++ b/awesome_examples/tableQA.md @@ -4,7 +4,7 @@ In this lesson, we ask the model to answer questions based on a table. The table Comparing the following two examples, ChatGPT is vulnerable to table row order perturbation, while GPT4 is robust to table row order perturbation. Such robustness could probably be due to two reasons. The first reason is larger model size and more pretraining data of GPT4. Secondly, better truthfulness stemming from better RLHF alignment could help GPT4 follow different formats of the same instructions better. -Note that smaller finetuned models heavily suffers from such non-robustness issue, according to the paper: [TableFormer: Robust Transformer Modeling for Table-Text Encoding](https://arxiv.org/pdf/2203.00274.pdf) +Note that smaller finetuned models heavily suffer from such non-robustness issue, according to the paper: [TableFormer: Robust Transformer Modeling for Table-Text Encoding](https://arxiv.org/pdf/2203.00274.pdf) # Example 1 (2022/04/29) From d920b00a74febb09693a2b13b047cbd239e4cd36 Mon Sep 17 00:00:00 2001 From: Jingfeng Yang Date: Sun, 30 Apr 2023 13:31:07 -0700 Subject: [PATCH 04/27] add table of content --- README.md | 68 +++++++++++++++++++++++++++++++++++++++---------------- 1 file changed, 48 insertions(+), 20 deletions(-) diff --git a/README.md b/README.md index 56e59ad..97142ec 100644 --- a/README.md +++ b/README.md @@ -9,6 +9,32 @@ A curated (still actively updated) list of practical guide resources of LLMs. It These sources aim to help practitioners navigate the vast landscape of large language models (LLMs) and their applications in natural language processing (NLP) applications. If you find any resources in our repository helpful, please feel free to use them (and don't forget to cite our paper!) +* [The Practical Guides for Large Language Models ](#the-practical-guides-for-large-language-models-) + * [Latest NewsπŸ’₯](#latest-news) + * [Other Practical Guides for LLMs](#other-practical-guides-for-llms) + * [Practical Guide for Models](#practical-guide-for-models) + * [BERT-style Language Models: Encoder-Decoder or Encoder-only](#bert-style-language-models-encoder-decoder-or-encoder-only) + * [GPT-style Language Models: Decoder-only](#gpt-style-language-models-decoder-only) + * [Practical Guide for Data](#practical-guide-for-data) + * [Pretraining data](#pretraining-data) + * [Finetuning data](#finetuning-data) + * [Test data/user data](#test-datauser-data) + * [Practical Guide for NLP Tasks](#practical-guide-for-nlp-tasks) + * [Traditional NLU tasks](#traditional-nlu-tasks) + * [Generation tasks](#generation-tasks) + * [Knowledge-intensive tasks](#knowledge-intensive-tasks) + * [Abilities with Scaling](#abilities-with-scaling) + * [Specific tasks](#specific-tasks) + * [Real-World ''Tasks''](#real-world-tasks) + * [Efficiency](#efficiency) + * [Trustworthiness](#trustworthiness) + * [Benchmark Instruction Tuning](#benchmark-instruction-tuning) + * [Alignment](#alignment) + * [Safety Alignment (Harmless)](#safety-alignment-harmless) + * [Truthfulness Alignment (Honest)](#truthfulness-alignment-honest) + * [Practical Guides for Prompting (Helpful)](#practical-guides-for-prompting-helpful) + * [Alignment Efforts of Open-source Communtity](#alignment-efforts-of-open-source-communtity) + ## Latest NewsπŸ’₯ - We used PowerPoint to plot the figure and released the source file [pptx](./source/figure_gif.pptx) for our GIF figure. [4/27/2023] - We released the source file for the still version [pptx](./source/figure_still.pptx), and replaced the figure in this repo with the still version. [4/29/2023] @@ -26,6 +52,11 @@ We welcome pull requests to refine this figure, and if you find the source helpf primaryClass={cs.CL} } ``` +## Other Practical Guides for LLMs + +- **Why did all of the public reproduction of GPT-3 fail? In which tasks should we use GPT-3.5/ChatGPT?** 2023, [Blog](https://jingfengyang.github.io/gpt) +- **Building LLM applications for production**, 2023, [Blog](https://huyenchip.com/2023/04/11/llm-engineering.html) +- **Data-centric Artificial Intelligence**, 2023, [Repo](https://github.com/daochenzha/data-centric-AI)/[Blog](https://towardsdatascience.com/what-are-the-data-centric-ai-concepts-behind-gpt-models-a590071bb727)/[Paper](https://arxiv.org/abs/2303.10158) ## Practical Guide for Models @@ -35,11 +66,6 @@ We build an evolutionary tree of modern Large Language Models (LLMs) to trace th

-### Other Practical Guides for LLMs -- Why did all of the public reproduction of GPT-3 fail? In which tasks should we use GPT-3.5/ChatGPT? 2023, [Blog](https://jingfengyang.github.io/gpt) -- Building LLM applications for production, 2023, [Blog](https://huyenchip.com/2023/04/11/llm-engineering.html) -- Data-centric Artificial Intelligence, 2023, [Repo](https://github.com/daochenzha/data-centric-AI)/[Blog](https://towardsdatascience.com/what-are-the-data-centric-ai-concepts-behind-gpt-models-a590071bb727)/[Paper](https://arxiv.org/abs/2303.10158) - ### BERT-style Language Models: Encoder-Decoder or Encoder-only - BERT **BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding**, 2018, [Paper](https://aclanthology.org/N19-1423.pdf) @@ -48,9 +74,9 @@ We build an evolutionary tree of modern Large Language Models (LLMs) to trace th - ALBERT **ALBERT: A Lite BERT for Self-supervised Learning of Language Representations**, 2019, [Paper](https://arxiv.org/abs/1909.11942) - UniLM **Unified Language Model Pre-training for Natural Language Understanding and Generation**, 2019 [Paper](https://arxiv.org/abs/1905.03197) - ELECTRA **ELECTRA: PRE-TRAINING TEXT ENCODERS AS DISCRIMINATORS RATHER THAN GENERATORS**, 2020, [Paper](https://openreview.net/pdf?id=r1xMH1BtvB) -- T5 **"Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer"**. *Colin Raffel et al.* JMLR 2019. [Paper](https://arxiv.org/abs/1910.10683)] -- GLM **"GLM-130B: An Open Bilingual Pre-trained Model"**. 2022. [Paper](https://arxiv.org/abs/2210.02414)] -- AlexaTM **"AlexaTM 20B: Few-Shot Learning Using a Large-Scale Multilingual Seq2Seq Model"**. *Saleh Soltan et al.* arXiv 2022. [Paper](https://arxiv.org/abs/2208.01448)] +- T5 **"Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer"**. *Colin Raffel et al.* JMLR 2019. [Paper](https://arxiv.org/abs/1910.10683) +- GLM **"GLM-130B: An Open Bilingual Pre-trained Model"**. 2022. [Paper](https://arxiv.org/abs/2210.02414) +- AlexaTM **"AlexaTM 20B: Few-Shot Learning Using a Large-Scale Multilingual Seq2Seq Model"**. *Saleh Soltan et al.* arXiv 2022. [Paper](https://arxiv.org/abs/2208.01448) - ST-MoE **ST-MoE: Designing Stable and Transferable Sparse Expert Models**. 2022 [Paper](https://arxiv.org/abs/2202.08906) @@ -61,7 +87,7 @@ We build an evolutionary tree of modern Large Language Models (LLMs) to trace th - GPT-3 **"Language Models are Few-Shot Learners"**. NeurIPS 2020. [Paper](https://arxiv.org/abs/2005.14165) - OPT **"OPT: Open Pre-trained Transformer Language Models"**. 2022. [Paper](https://arxiv.org/abs/2205.01068) - PaLM **"PaLM: Scaling Language Modeling with Pathways"**. *Aakanksha Chowdhery et al.* arXiv 2022. [Paper](https://arxiv.org/abs/2204.02311) -- BLOOM **"BLOOM: A 176B-Parameter Open-Access Multilingual Language Model"**. 2022. [Paper](https://arxiv.org/abs/2211.05100)] +- BLOOM **"BLOOM: A 176B-Parameter Open-Access Multilingual Language Model"**. 2022. [Paper](https://arxiv.org/abs/2211.05100) - MT-NLG **"Using DeepSpeed and Megatron to Train Megatron-Turing NLG 530B, A Large-Scale Generative Language Model"**. 2021. [Paper](https://arxiv.org/abs/2201.11990) - GLaM **"GLaM: Efficient Scaling of Language Models with Mixture-of-Experts"**. ICML 2022. [Paper](https://arxiv.org/abs/2112.06905) - Gopher **"Scaling Language Models: Methods, Analysis & Insights from Training Gopher"**. 2021. [Paper](http://arxiv.org/abs/2112.11446v2) @@ -79,6 +105,7 @@ We build an evolutionary tree of modern Large Language Models (LLMs) to trace th ### Pretraining data +- **RedPajama**, 2023. [Repo](https://github.com/togethercomputer/RedPajama-Data) - **The Pile: An 800GB Dataset of Diverse Text for Language Modeling**, Arxiv 2020. [Paper](https://arxiv.org/abs/2101.00027) - **How does the pre-training objective affect what large language models learn about linguistic properties?**, ACL 2022. [Paper](https://aclanthology.org/2022.acl-short.16/) - **Scaling laws for neural language models**, 2020. [Paper](https://arxiv.org/abs/2001.08361) @@ -228,20 +255,21 @@ We build a decision flow for choosing LLMs or fine-tuned models~\protect\footnot #### Practical Guides for Prompting (Helpful) -- OpenAI Cookbook. [Blog](https://github.com/openai/openai-cookbook/blob/main/techniques_to_improve_reliability.md) -- Prompt Engineering. [Blog](https://lilianweng.github.io/posts/2023-03-15-prompt-engineering/) -- ChatGPT Prompt Engineering for Developers! [Course](https://www.deeplearning.ai/short-courses/chatgpt-prompt-engineering-for-developers/) +- **OpenAI Cookbook**. [Blog](https://github.com/openai/openai-cookbook/blob/main/techniques_to_improve_reliability.md) +- **Prompt Engineering**. [Blog](https://lilianweng.github.io/posts/2023-03-15-prompt-engineering/) +- **ChatGPT Prompt Engineering for Developers!** [Course](https://www.deeplearning.ai/short-courses/chatgpt-prompt-engineering-for-developers/) #### Alignment Efforts of Open-source Communtity - **Self-Instruct: Aligning Language Model with Self Generated Instructions**, Arxiv 2022 [Paper](https://arxiv.org/abs/2212.10560) -- Alpaca. [Repo](https://github.com/tatsu-lab/stanford_alpaca) -- Vicuna. [Repo](https://github.com/lm-sys/FastChat) -- Dolly. [Blog](https://www.databricks.com/blog/2023/04/12/dolly-first-open-commercially-viable-instruction-tuned-llm) -- DeepSpeed-Chat. [Blog](https://github.com/microsoft/DeepSpeedExamples/tree/master/applications/DeepSpeed-Chat) -- GPT4All. [Repo](https://github.com/nomic-ai/gpt4all) -- OpenAssitant. [Repo](https://github.com/LAION-AI/Open-Assistant) -- ChatGLM. [Repo](https://github.com/THUDM/ChatGLM-6B) -- MOSS. [Repo](https://github.com/OpenLMLab/MOSS) +- **Alpaca**. [Repo](https://github.com/tatsu-lab/stanford_alpaca) +- **Vicuna**. [Repo](https://github.com/lm-sys/FastChat) +- **Dolly**. [Blog](https://www.databricks.com/blog/2023/04/12/dolly-first-open-commercially-viable-instruction-tuned-llm) +- **DeepSpeed-Chat**. [Blog](https://github.com/microsoft/DeepSpeedExamples/tree/master/applications/DeepSpeed-Chat) +- **GPT4All**. [Repo](https://github.com/nomic-ai/gpt4all) +- **OpenAssitant**. [Repo](https://github.com/LAION-AI/Open-Assistant) +- **ChatGLM**. [Repo](https://github.com/THUDM/ChatGLM-6B) +- **MOSS**. [Repo](https://github.com/OpenLMLab/MOSS) +- **Lamini**. [Repo](https://github.com/lamini-ai/lamini/)/[Blog](https://lamini.ai/blog/introducing-lamini) From a11bf4c55be4a5c4b3bea90e2035ef75ac70b0ae Mon Sep 17 00:00:00 2001 From: Mooler0410 <37475129+Mooler0410@users.noreply.github.com> Date: Mon, 1 May 2023 15:18:29 -0500 Subject: [PATCH 05/27] Update README.md Move catalog --- README.md | 54 ++++++++++++++++++++++++++++-------------------------- 1 file changed, 28 insertions(+), 26 deletions(-) diff --git a/README.md b/README.md index 97142ec..703f525 100644 --- a/README.md +++ b/README.md @@ -7,11 +7,36 @@ A curated (still actively updated) list of practical guide resources of LLMs. It's based on our survey paper: [Harnessing the Power of LLMs in Practice: A Survey on ChatGPT and Beyond](https://arxiv.org/abs/2304.13712). The survey is partially based on the second half of this [Blog](https://jingfengyang.github.io/gpt). -These sources aim to help practitioners navigate the vast landscape of large language models (LLMs) and their applications in natural language processing (NLP) applications. If you find any resources in our repository helpful, please feel free to use them (and don't forget to cite our paper!) +These sources aim to help practitioners navigate the vast landscape of large language models (LLMs) and their applications in natural language processing (NLP) applications. If you find any resources in our repository helpful, please feel free to use them (don't forget to cite our paper! πŸ˜ƒ) +```bibtex + @article{yang2023harnessing, + title={Harnessing the Power of LLMs in Practice: A Survey on ChatGPT and Beyond}, + author={Jingfeng Yang and Hongye Jin and Ruixiang Tang and Xiaotian Han and Qizhang Feng and Haoming Jiang and Bing Yin and Xia Hu}, + year={2023}, + eprint={2304.13712}, + archivePrefix={arXiv}, + primaryClass={cs.CL} + } +``` + +## Latest NewsπŸ’₯ +- We used PowerPoint to plot the figure and released the source file [pptx](./source/figure_gif.pptx) for our GIF figure. [4/27/2023] +- We released the source file for the still version [pptx](./source/figure_still.pptx), and replaced the figure in this repo with the still version. [4/29/2023] +- Add AlexaTM, UniLM, UniLMv2 to the figure, and correct the logo for Tk. [4/29/2023] + +We welcome pull requests to refine this figure, and if you find the source helpful, please cite our paper. + + +## Other Practical Guides for LLMs + +- **Why did all of the public reproduction of GPT-3 fail? In which tasks should we use GPT-3.5/ChatGPT?** 2023, [Blog](https://jingfengyang.github.io/gpt) +- **Building LLM applications for production**, 2023, [Blog](https://huyenchip.com/2023/04/11/llm-engineering.html) +- **Data-centric Artificial Intelligence**, 2023, [Repo](https://github.com/daochenzha/data-centric-AI)/[Blog](https://towardsdatascience.com/what-are-the-data-centric-ai-concepts-behind-gpt-models-a590071bb727)/[Paper](https://arxiv.org/abs/2303.10158) + + +## Catalog * [The Practical Guides for Large Language Models ](#the-practical-guides-for-large-language-models-) - * [Latest NewsπŸ’₯](#latest-news) - * [Other Practical Guides for LLMs](#other-practical-guides-for-llms) * [Practical Guide for Models](#practical-guide-for-models) * [BERT-style Language Models: Encoder-Decoder or Encoder-only](#bert-style-language-models-encoder-decoder-or-encoder-only) * [GPT-style Language Models: Decoder-only](#gpt-style-language-models-decoder-only) @@ -35,29 +60,6 @@ These sources aim to help practitioners navigate the vast landscape of large lan * [Practical Guides for Prompting (Helpful)](#practical-guides-for-prompting-helpful) * [Alignment Efforts of Open-source Communtity](#alignment-efforts-of-open-source-communtity) -## Latest NewsπŸ’₯ -- We used PowerPoint to plot the figure and released the source file [pptx](./source/figure_gif.pptx) for our GIF figure. [4/27/2023] -- We released the source file for the still version [pptx](./source/figure_still.pptx), and replaced the figure in this repo with the still version. [4/29/2023] -- Add AlexaTM, UniLM, UniLMv2 to the figure, and correct the logo for Tk. [4/29/2023] - -We welcome pull requests to refine this figure, and if you find the source helpful, please cite our paper. - - ```bibtex - @article{yang2023harnessing, - title={Harnessing the Power of LLMs in Practice: A Survey on ChatGPT and Beyond}, - author={Jingfeng Yang and Hongye Jin and Ruixiang Tang and Xiaotian Han and Qizhang Feng and Haoming Jiang and Bing Yin and Xia Hu}, - year={2023}, - eprint={2304.13712}, - archivePrefix={arXiv}, - primaryClass={cs.CL} - } - ``` -## Other Practical Guides for LLMs - -- **Why did all of the public reproduction of GPT-3 fail? In which tasks should we use GPT-3.5/ChatGPT?** 2023, [Blog](https://jingfengyang.github.io/gpt) -- **Building LLM applications for production**, 2023, [Blog](https://huyenchip.com/2023/04/11/llm-engineering.html) -- **Data-centric Artificial Intelligence**, 2023, [Repo](https://github.com/daochenzha/data-centric-AI)/[Blog](https://towardsdatascience.com/what-are-the-data-centric-ai-concepts-behind-gpt-models-a590071bb727)/[Paper](https://arxiv.org/abs/2303.10158) - ## Practical Guide for Models We build an evolutionary tree of modern Large Language Models (LLMs) to trace the development of language models in recent years and highlights some of the most well-known models, in the following figure: From 28f83e49f02a6929c4203de0956d78d3ee56a665 Mon Sep 17 00:00:00 2001 From: Mooler0410 <37475129+Mooler0410@users.noreply.github.com> Date: Tue, 2 May 2023 13:46:56 -0500 Subject: [PATCH 06/27] Update README.md Reorganize --- README.md | 17 ++++++++--------- 1 file changed, 8 insertions(+), 9 deletions(-) diff --git a/README.md b/README.md index 703f525..0c4b922 100644 --- a/README.md +++ b/README.md @@ -5,9 +5,14 @@ Awesome

-A curated (still actively updated) list of practical guide resources of LLMs. It's based on our survey paper: [Harnessing the Power of LLMs in Practice: A Survey on ChatGPT and Beyond](https://arxiv.org/abs/2304.13712). The survey is partially based on the second half of this [Blog](https://jingfengyang.github.io/gpt). +A curated (still actively updated) list of practical guide resources of LLMs. It's based on our survey paper: [Harnessing the Power of LLMs in Practice: A Survey on ChatGPT and Beyond](https://arxiv.org/abs/2304.13712). The survey is partially based on the second half of this [Blog](https://jingfengyang.github.io/gpt).We also build an evolutionary tree of modern Large Language Models (LLMs) to trace the development of language models in recent years and highlights some of the most well-known models. + +These sources aim to help practitioners navigate the vast landscape of large language models (LLMs) and their applications in natural language processing (NLP) applications. If you find any resources in our repository helpful, please feel free to use them (don't forget to cite our paper! πŸ˜ƒ). We welcome pull requests to refine this figure! + +

+ +

-These sources aim to help practitioners navigate the vast landscape of large language models (LLMs) and their applications in natural language processing (NLP) applications. If you find any resources in our repository helpful, please feel free to use them (don't forget to cite our paper! πŸ˜ƒ) ```bibtex @article{yang2023harnessing, @@ -25,7 +30,7 @@ These sources aim to help practitioners navigate the vast landscape of large lan - We released the source file for the still version [pptx](./source/figure_still.pptx), and replaced the figure in this repo with the still version. [4/29/2023] - Add AlexaTM, UniLM, UniLMv2 to the figure, and correct the logo for Tk. [4/29/2023] -We welcome pull requests to refine this figure, and if you find the source helpful, please cite our paper. + ## Other Practical Guides for LLMs @@ -62,12 +67,6 @@ We welcome pull requests to refine this figure, and if you find the source helpf ## Practical Guide for Models -We build an evolutionary tree of modern Large Language Models (LLMs) to trace the development of language models in recent years and highlights some of the most well-known models, in the following figure: - -

- -

- ### BERT-style Language Models: Encoder-Decoder or Encoder-only - BERT **BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding**, 2018, [Paper](https://aclanthology.org/N19-1423.pdf) From 4a2d6ef1f5a70ca114bf51c226132c4bcd27858d Mon Sep 17 00:00:00 2001 From: Mohamed Aymane Farhi Date: Wed, 3 May 2023 16:07:05 +0000 Subject: [PATCH 07/27] Fixed RoBERTa citation in README. --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 0c4b922..3f6729a 100644 --- a/README.md +++ b/README.md @@ -70,7 +70,7 @@ These sources aim to help practitioners navigate the vast landscape of large lan ### BERT-style Language Models: Encoder-Decoder or Encoder-only - BERT **BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding**, 2018, [Paper](https://aclanthology.org/N19-1423.pdf) -- RoBERTa **ALBERT: A Lite BERT for Self-supervised Learning of Language Representations**, 2019, [Paper](https://arxiv.org/abs/1909.11942) +- RoBERTa **RoBERTa: A Robustly Optimized BERT Pretraining Approach**, 2019, [Paper](https://arxiv.org/abs/1907.11692) - DistilBERT **DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter**, 2019, [Paper](https://arxiv.org/abs/1910.01108) - ALBERT **ALBERT: A Lite BERT for Self-supervised Learning of Language Representations**, 2019, [Paper](https://arxiv.org/abs/1909.11942) - UniLM **Unified Language Model Pre-training for Natural Language Understanding and Generation**, 2019 [Paper](https://arxiv.org/abs/1905.03197) From 99211afb759a83cc271b8d0bdd5666c7e4eb375e Mon Sep 17 00:00:00 2001 From: Mohamed Aymane Farhi Date: Wed, 3 May 2023 16:11:13 +0000 Subject: [PATCH 08/27] Initial commit From 64a6f7dc4cc9e31b8b14636cdbaadce8d5e594fb Mon Sep 17 00:00:00 2001 From: Jingfeng Yang Date: Wed, 3 May 2023 21:10:18 -0700 Subject: [PATCH 09/27] add star history --- README.md | 5 ++++- 1 file changed, 4 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index 0c4b922..e1a840a 100644 --- a/README.md +++ b/README.md @@ -5,7 +5,7 @@ Awesome

-A curated (still actively updated) list of practical guide resources of LLMs. It's based on our survey paper: [Harnessing the Power of LLMs in Practice: A Survey on ChatGPT and Beyond](https://arxiv.org/abs/2304.13712). The survey is partially based on the second half of this [Blog](https://jingfengyang.github.io/gpt).We also build an evolutionary tree of modern Large Language Models (LLMs) to trace the development of language models in recent years and highlights some of the most well-known models. +A curated (still actively updated) list of practical guide resources of LLMs. It's based on our survey paper: [Harnessing the Power of LLMs in Practice: A Survey on ChatGPT and Beyond](https://arxiv.org/abs/2304.13712). The survey is partially based on the second half of this [Blog](https://jingfengyang.github.io/gpt). We also build an evolutionary tree of modern Large Language Models (LLMs) to trace the development of language models in recent years and highlights some of the most well-known models. These sources aim to help practitioners navigate the vast landscape of large language models (LLMs) and their applications in natural language processing (NLP) applications. If you find any resources in our repository helpful, please feel free to use them (don't forget to cite our paper! πŸ˜ƒ). We welcome pull requests to refine this figure! @@ -273,4 +273,7 @@ We build a decision flow for choosing LLMs or fine-tuned models~\protect\footnot - **MOSS**. [Repo](https://github.com/OpenLMLab/MOSS) - **Lamini**. [Repo](https://github.com/lamini-ai/lamini/)/[Blog](https://lamini.ai/blog/introducing-lamini) +## Star History + +[![Star History Chart](https://api.star-history.com/svg?repos=Mooler0410/LLMsPracticalGuide&type=Date)](https://star-history.com/#Mooler0410/LLMsPracticalGuide&Date) From 4b872c15ba31ac45be48e6d44945a24be98a8709 Mon Sep 17 00:00:00 2001 From: Xinya Du Date: Mon, 8 May 2023 10:08:28 -0500 Subject: [PATCH 10/27] add usage and restrictions --- README.md | 293 ++++++++++++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 293 insertions(+) diff --git a/README.md b/README.md index e1a840a..e07906f 100644 --- a/README.md +++ b/README.md @@ -64,6 +64,7 @@ These sources aim to help practitioners navigate the vast landscape of large lan * [Truthfulness Alignment (Honest)](#truthfulness-alignment-honest) * [Practical Guides for Prompting (Helpful)](#practical-guides-for-prompting-helpful) * [Alignment Efforts of Open-source Communtity](#alignment-efforts-of-open-source-communtity) + * [Usage and Restractions (Models and Data)](#Usage-and-Restrictions) ## Practical Guide for Models @@ -273,6 +274,298 @@ We build a decision flow for choosing LLMs or fine-tuned models~\protect\footnot - **MOSS**. [Repo](https://github.com/OpenLMLab/MOSS) - **Lamini**. [Repo](https://github.com/lamini-ai/lamini/)/[Blog](https://lamini.ai/blog/introducing-lamini) +## Usage and Restrictions + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
LLMsModelData
LicenseCommercial UseOther noteable restrictionsLicenseCorpus
Encoder-only
BERT series of models (general domain)Apache 2.0βœ… PublicBooksCorpus, English Wikipedia
RoBERTaMIT licenseβœ… PublicBookCorpus, CC-News, OpenWebText, STORIES
ERNIEApache 2.0βœ… PublicEnglish Wikipedia
SciBERTApache 2.0βœ… PublicBERT corpus, 1.14M papers from Semantic Scholar
LegalBERTCC BY-SA 4.0❌ Public (except data from the Case Law Access Project)EU legislation, US court cases, etc.
BioBERTApache 2.0βœ… PubMedPubMed, PMC
Encoder-Decoder
T5Apache 2.0βœ… PublicC4
Flan-T5Apache 2.0βœ… PublicC4, Mixture of tasks (Fig 2 in paper)
BARTApache 2.0βœ… PublicRoBERTa corpus
GLMApache 2.0βœ… PublicBooksCorpus and English Wikipedia
ChatGLMChatGLM License❌No use for illegal purposes or military research, no harm the public interest of societyN/A1T tokens of Chinese and English corpus
Decoder-only
GPT2 Modified MIT Licenseβœ…Use GPT-2 responsibly and clearly indicate your content was created using GPT-2.PublicWebText
GPT-NeoMIT licenseβœ… PublicPile
GPT-JApache 2.0βœ… PublicPile
---> DollyCC BY NC 4.0❌ CC BY NC 4.0, Subject to terms of Use of the data generated by OpenAIPile, Self-Instruct
---> GPT4ALL-JApache 2.0βœ… PublicGPT4All-J dataset
PythiaApache 2.0βœ… PublicPile
---> Dolly v2MIT licenseβœ… PublicPile, databricks-dolly-15k
OPTOPT-175B LICENSE AGREEMENT❌No development relating to surveillance research and military, no harm the public interest of societyPublicRoBERTa corpus, the Pile, PushShift.io Reddit
---> OPT-IMLOPT-175B LICENSE AGREEMENT❌same to OPTPublicOPT corpus, Extended version of Super-NaturalInstructions
YaLMApache 2.0βœ… UnspecifiedPile, Teams collected Texts in Russian
BLOOMThe BigScience RAIL Licenseβœ…No use of generating verifiably false information with the purpose of harming others;
content without expressly disclaiming that the text is machine generated
PublicROOTS corpus (LaurenΒΈcon et al., 2022)
---> BLOOMZThe BigScience RAIL Licenseβœ…same to BLOOMPublicROOTS corpus, xP3
GalacticaCC BY-NC 4.0❌ N/AThe Galactica Corpus
LLaMANon-commercial bespoke license❌No development relating to surveillance research and military, no harm the public interest of societyPublicCommonCrawl, C4, Github, Wikipedia, etc.
---> AlpacaCC BY NC 4.0❌ CC BY NC 4.0, Subject to terms of Use of the data generated by OpenAILLaMA corpus, Self-Instruct
---> VicunaCC BY NC 4.0❌ Subject to terms of Use of the data generated by OpenAI;
Privacy Practices of ShareGPT
LLaMA corpus, 70K conversations from ShareGPT.com
---> GPT4ALLGPL Licensed LLaMa❌ PublicGPT4All dataset
OpenLLaMAApache 2.0βœ… PublicRedPajama
CodeGeeXThe CodeGeeX License❌No use for illegal purposes or military researchPublicPile, CodeParrot, etc.
StarCoderBigCode OpenRAIL-M v1 licenseβœ…No use of generating verifiably false information with the purpose of harming others;
content without expressly disclaiming that the text is machine generated
PublicThe Stack
+ ## Star History [![Star History Chart](https://api.star-history.com/svg?repos=Mooler0410/LLMsPracticalGuide&type=Date)](https://star-history.com/#Mooler0410/LLMsPracticalGuide&Date) From 27dfc4cf361be9bd35eb966ac58cb60e126bc5ad Mon Sep 17 00:00:00 2001 From: Xinya Du Date: Mon, 8 May 2023 10:22:11 -0500 Subject: [PATCH 11/27] add info to preamble --- README.md | 22 +++------------------- 1 file changed, 3 insertions(+), 19 deletions(-) diff --git a/README.md b/README.md index e07906f..3a03678 100644 --- a/README.md +++ b/README.md @@ -5,9 +5,10 @@ Awesome

-A curated (still actively updated) list of practical guide resources of LLMs. It's based on our survey paper: [Harnessing the Power of LLMs in Practice: A Survey on ChatGPT and Beyond](https://arxiv.org/abs/2304.13712). The survey is partially based on the second half of this [Blog](https://jingfengyang.github.io/gpt). We also build an evolutionary tree of modern Large Language Models (LLMs) to trace the development of language models in recent years and highlights some of the most well-known models. +A curated (still actively updated) list of practical guide resources of LLMs. It's based on our survey paper: [Harnessing the Power of LLMs in Practice: A Survey on ChatGPT and Beyond](https://arxiv.org/abs/2304.13712) and efforsts and @[xinyadu](https://github.com/xinyadu). The survey is partially based on the second half of this [Blog](https://jingfengyang.github.io/gpt). We also build an evolutionary tree of modern Large Language Models (LLMs) to trace the development of language models in recent years and highlights some of the most well-known models. -These sources aim to help practitioners navigate the vast landscape of large language models (LLMs) and their applications in natural language processing (NLP) applications. If you find any resources in our repository helpful, please feel free to use them (don't forget to cite our paper! πŸ˜ƒ). We welcome pull requests to refine this figure! +These sources aim to help practitioners navigate the vast landscape of large language models (LLMs) and their applications in natural language processing (NLP) applications. We also include their usage restrictions based on the model and data licensing information. +If you find any resources in our repository helpful, please feel free to use them (don't forget to cite our paper! πŸ˜ƒ). We welcome pull requests to refine this figure!

@@ -291,14 +292,6 @@ We build a decision flow for choosing LLMs or fine-tuned models~\protect\footnot License Corpus - Encoder-only @@ -393,15 +386,6 @@ We build a decision flow for choosing LLMs or fine-tuned models~\protect\footnot N/A 1T tokens of Chinese and English corpus - - - Decoder-only From 33aef58000f8980a1aafaf52df928a22b1fea59a Mon Sep 17 00:00:00 2001 From: Xinya Du Date: Mon, 8 May 2023 10:22:43 -0500 Subject: [PATCH 12/27] . --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 3a03678..27673b9 100644 --- a/README.md +++ b/README.md @@ -5,7 +5,7 @@ Awesome

-A curated (still actively updated) list of practical guide resources of LLMs. It's based on our survey paper: [Harnessing the Power of LLMs in Practice: A Survey on ChatGPT and Beyond](https://arxiv.org/abs/2304.13712) and efforsts and @[xinyadu](https://github.com/xinyadu). The survey is partially based on the second half of this [Blog](https://jingfengyang.github.io/gpt). We also build an evolutionary tree of modern Large Language Models (LLMs) to trace the development of language models in recent years and highlights some of the most well-known models. +A curated (still actively updated) list of practical guide resources of LLMs. It's based on our survey paper: [Harnessing the Power of LLMs in Practice: A Survey on ChatGPT and Beyond](https://arxiv.org/abs/2304.13712) and efforsts from @[xinyadu](https://github.com/xinyadu). The survey is partially based on the second half of this [Blog](https://jingfengyang.github.io/gpt). We also build an evolutionary tree of modern Large Language Models (LLMs) to trace the development of language models in recent years and highlights some of the most well-known models. These sources aim to help practitioners navigate the vast landscape of large language models (LLMs) and their applications in natural language processing (NLP) applications. We also include their usage restrictions based on the model and data licensing information. If you find any resources in our repository helpful, please feel free to use them (don't forget to cite our paper! πŸ˜ƒ). We welcome pull requests to refine this figure! From aa542ee7ea16d00ff026bfc7ed87be98fa0a637f Mon Sep 17 00:00:00 2001 From: Xinya Du Date: Mon, 8 May 2023 10:28:00 -0500 Subject: [PATCH 13/27] . --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 27673b9..4aefb22 100644 --- a/README.md +++ b/README.md @@ -27,6 +27,7 @@ If you find any resources in our repository helpful, please feel free to use the ``` ## Latest NewsπŸ’₯ +- We added usage and restrictions section. - We used PowerPoint to plot the figure and released the source file [pptx](./source/figure_gif.pptx) for our GIF figure. [4/27/2023] - We released the source file for the still version [pptx](./source/figure_still.pptx), and replaced the figure in this repo with the still version. [4/29/2023] - Add AlexaTM, UniLM, UniLMv2 to the figure, and correct the logo for Tk. [4/29/2023] From 1b42e7c541fdd54b1802c80e785ce5601e976645 Mon Sep 17 00:00:00 2001 From: Xinya Du Date: Mon, 8 May 2023 11:07:39 -0500 Subject: [PATCH 14/27] . --- README.md | 8 ++++++++ 1 file changed, 8 insertions(+) diff --git a/README.md b/README.md index 4aefb22..fae336f 100644 --- a/README.md +++ b/README.md @@ -277,6 +277,14 @@ We build a decision flow for choosing LLMs or fine-tuned models~\protect\footnot - **Lamini**. [Repo](https://github.com/lamini-ai/lamini/)/[Blog](https://lamini.ai/blog/introducing-lamini) ## Usage and Restrictions + + + + +We build a table summarizing the LLMs usage restrictions (e.g. for commercial and research purposes). In particular, we provide the information from the models and their pretraining data's perspective. +We urge the users in the community to refer to the licensing information for public models and data and use them in a responsible manner. +We urge the developers to pay special attention to licensing, make them transparent and comprehensive, to prevent any unwanted and unforeseen usage. + From 89559f6e4f264c5ee09500cef9b33ae387b99eb8 Mon Sep 17 00:00:00 2001 From: cody blakeney Date: Tue, 9 May 2023 10:32:45 -0400 Subject: [PATCH 15/27] Adds MPT-7B to licensing --- README.md | 8 ++++++++ 1 file changed, 8 insertions(+) diff --git a/README.md b/README.md index fae336f..42777d4 100644 --- a/README.md +++ b/README.md @@ -557,6 +557,14 @@ We urge the developers to pay special attention to licensing, make them transpar + + + + + + + +
LLMs ModelPublic The Stack
MPT-7BApache 2.0βœ… PublicmC4 (english), The Stack, RedPajama, S2ORC
## Star History From cbf6910ba3b41c91a4ea83ecaef6fd27bfef6426 Mon Sep 17 00:00:00 2001 From: Mooler0410 <37475129+Mooler0410@users.noreply.github.com> Date: Tue, 9 May 2023 12:17:38 -0500 Subject: [PATCH 16/27] Add restriction section Add restriction section --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index fae336f..91517f5 100644 --- a/README.md +++ b/README.md @@ -31,6 +31,7 @@ If you find any resources in our repository helpful, please feel free to use the - We used PowerPoint to plot the figure and released the source file [pptx](./source/figure_gif.pptx) for our GIF figure. [4/27/2023] - We released the source file for the still version [pptx](./source/figure_still.pptx), and replaced the figure in this repo with the still version. [4/29/2023] - Add AlexaTM, UniLM, UniLMv2 to the figure, and correct the logo for Tk. [4/29/2023] +- Add usage and Restrictions (for commercial and research purposes) section. Credits to [Dr. Du](https://github.com/xinyadu)!. [5/8/2023] From 1d7428f34cff96fd1ffed7bc3f8f3deb40ee8e23 Mon Sep 17 00:00:00 2001 From: Mooler0410 <37475129+Mooler0410@users.noreply.github.com> Date: Tue, 9 May 2023 12:18:01 -0500 Subject: [PATCH 17/27] Add restriction section Add restriction section --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 91517f5..6736567 100644 --- a/README.md +++ b/README.md @@ -31,7 +31,7 @@ If you find any resources in our repository helpful, please feel free to use the - We used PowerPoint to plot the figure and released the source file [pptx](./source/figure_gif.pptx) for our GIF figure. [4/27/2023] - We released the source file for the still version [pptx](./source/figure_still.pptx), and replaced the figure in this repo with the still version. [4/29/2023] - Add AlexaTM, UniLM, UniLMv2 to the figure, and correct the logo for Tk. [4/29/2023] -- Add usage and Restrictions (for commercial and research purposes) section. Credits to [Dr. Du](https://github.com/xinyadu)!. [5/8/2023] +- Add usage and Restrictions (for commercial and research purposes) section. Credits to [Dr. Du](https://github.com/xinyadu). [5/8/2023] From 840ac23ea80627622a8d9e3e616b31eaa8793e85 Mon Sep 17 00:00:00 2001 From: Jamison Dance Date: Tue, 9 May 2023 20:57:17 -0600 Subject: [PATCH 18/27] Fix typo in README "efforsts" -> "efforts" --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index abc007d..af257d0 100644 --- a/README.md +++ b/README.md @@ -5,7 +5,7 @@ Awesome

-A curated (still actively updated) list of practical guide resources of LLMs. It's based on our survey paper: [Harnessing the Power of LLMs in Practice: A Survey on ChatGPT and Beyond](https://arxiv.org/abs/2304.13712) and efforsts from @[xinyadu](https://github.com/xinyadu). The survey is partially based on the second half of this [Blog](https://jingfengyang.github.io/gpt). We also build an evolutionary tree of modern Large Language Models (LLMs) to trace the development of language models in recent years and highlights some of the most well-known models. +A curated (still actively updated) list of practical guide resources of LLMs. It's based on our survey paper: [Harnessing the Power of LLMs in Practice: A Survey on ChatGPT and Beyond](https://arxiv.org/abs/2304.13712) and efforts from @[xinyadu](https://github.com/xinyadu). The survey is partially based on the second half of this [Blog](https://jingfengyang.github.io/gpt). We also build an evolutionary tree of modern Large Language Models (LLMs) to trace the development of language models in recent years and highlights some of the most well-known models. These sources aim to help practitioners navigate the vast landscape of large language models (LLMs) and their applications in natural language processing (NLP) applications. We also include their usage restrictions based on the model and data licensing information. If you find any resources in our repository helpful, please feel free to use them (don't forget to cite our paper! πŸ˜ƒ). We welcome pull requests to refine this figure! From 6353279102854c2ea0593f378b720e47899571a8 Mon Sep 17 00:00:00 2001 From: danczs Date: Thu, 18 May 2023 17:49:32 +0800 Subject: [PATCH 19/27] Fix the link of the Flan Collection paper Fix the link of the Flan Collection paper --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index af257d0..a7a719a 100644 --- a/README.md +++ b/README.md @@ -232,7 +232,7 @@ We build a decision flow for choosing LLMs or fine-tuned models~\protect\footnot - **Cross-task generalization via natural language crowdsourcing instructions**, ACL 2022 [Paper](https://aclanthology.org/2022.acl-long.244.pdf) - Tk-INSTRUCT: **Super-NaturalInstructions: Generalization via Declarative Instructions on 1600+ NLP Tasks**, EMNLP 2022 [Paper](https://aclanthology.org/2022.emnlp-main.340/) - FLAN-T5/PaLM: **Scaling Instruction-Finetuned Language Models**, Arxiv 2022 [Paper](https://arxiv.org/abs/2210.11416) -- **The Flan Collection: Designing Data and Methods for Effective Instruction Tuning**, Arxiv 2023 [Paper](https://arxiv.org/abs/2208.03299) +- **The Flan Collection: Designing Data and Methods for Effective Instruction Tuning**, Arxiv 2023 [Paper](https://arxiv.org/abs/2301.13688) - **OPT-IML: Scaling Language Model Instruction Meta Learning through the Lens of Generalization**, Arxiv 2023 [Paper](https://arxiv.org/abs/2212.12017) ### Alignment From 95f984fe136fcef068599f52b3175325f2dc03ae Mon Sep 17 00:00:00 2001 From: Mooler0410 <37475129+Mooler0410@users.noreply.github.com> Date: Fri, 19 May 2023 09:28:56 -0700 Subject: [PATCH 20/27] add QR code --- imgs/qr_version.jpg | Bin 0 -> 687930 bytes 1 file changed, 0 insertions(+), 0 deletions(-) create mode 100644 imgs/qr_version.jpg diff --git a/imgs/qr_version.jpg b/imgs/qr_version.jpg new file mode 100644 index 0000000000000000000000000000000000000000..01b8da7611c517ce0cdad8ed64bd59fd8d5d9467 GIT binary patch literal 687930 zcmeFZ2UJwuk~Vxu5+w(Ttpb7|pyVX2B3VST3eqYd0wOsG*o`1LgMgA6L~@dxX>t&h 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