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Title: DeepSpeedExamples/applications/DeepSpeed-Chat at master · deepspeedai/DeepSpeedExamples · GitHub

Open Graph Title: DeepSpeedExamples/applications/DeepSpeed-Chat at master · deepspeedai/DeepSpeedExamples

X Title: DeepSpeedExamples/applications/DeepSpeed-Chat at master · deepspeedai/DeepSpeedExamples

Description: Example models using DeepSpeed. Contribute to deepspeedai/DeepSpeedExamples development by creating an account on GitHub.

Open Graph Description: Example models using DeepSpeed. Contribute to deepspeedai/DeepSpeedExamples development by creating an account on GitHub.

X Description: Example models using DeepSpeed. Contribute to deepspeedai/DeepSpeedExamples development by creating an account on GitHub.

Mail addresses
deepspeed-info@microsoft.com

Opengraph URL: https://github.com/deepspeedai/DeepSpeedExamples/tree/master/applications/DeepSpeed-Chat

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Skip to content	https://github.com/microsoft/DeepSpeedExamples/tree/master/applications/DeepSpeed-Chat#start-of-content
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Reload	https://github.com/microsoft/DeepSpeedExamples/tree/master/applications/DeepSpeed-Chat
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e2e_rlhf.py	https://github.com/deepspeedai/DeepSpeedExamples/blob/master/applications/DeepSpeed-Chat/e2e_rlhf.py
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setup.py	https://github.com/deepspeedai/DeepSpeedExamples/blob/master/applications/DeepSpeed-Chat/setup.py
README.md	https://github.com/microsoft/DeepSpeedExamples/tree/master/applications/DeepSpeed-Chat#readme
	https://github.com/deepspeedai/DeepSpeedExamples/blob/master/applications/DeepSpeed-Chat/assets/image/ds-shiba.png
	https://github.com/microsoft/DeepSpeedExamples/tree/master/applications/DeepSpeed-Chat#deepspeed-chat-easy-fast-and-affordable-rlhf-training-of-chatgpt-like-models-at-all-scales
	https://github.com/deepspeedai/DeepSpeedExamples/blob/master/applications/DeepSpeed-Chat/LICENSE
	https://github.com/deepspeedai/DeepSpeedExamples/blob/master/applications/DeepSpeed-Chat/assets/image/four_blocks.png
	https://github.com/microsoft/DeepSpeedExamples/tree/master/applications/DeepSpeed-Chat#table-of-contents
🐕DeepSpeed-Chat: Easy, Fast and Affordable RLHF Training of ChatGPT-like Models at All Scales🐕	https://github.com/microsoft/DeepSpeedExamples/tree/master/applications/DeepSpeed-Chat#deepspeed-chat-easy-fast-and-affordable-rlhf-training-of-chatgpt-like-models-at-all-scales
Table of Contents	https://github.com/microsoft/DeepSpeedExamples/tree/master/applications/DeepSpeed-Chat#table-of-contents
📰 Latest News 📰	https://github.com/microsoft/DeepSpeedExamples/tree/master/applications/DeepSpeed-Chat#-latest-news-
🚀 What is DeepSpeed Chat 🚀	https://github.com/microsoft/DeepSpeedExamples/tree/master/applications/DeepSpeed-Chat#-what-is-deepspeed-chat-
🧨 Capabilities 🧨	https://github.com/microsoft/DeepSpeedExamples/tree/master/applications/DeepSpeed-Chat#-capabilities-
☕ Quick Start ☕	https://github.com/microsoft/DeepSpeedExamples/tree/master/applications/DeepSpeed-Chat#-quick-start-
🐼 Installation	https://github.com/microsoft/DeepSpeedExamples/tree/master/applications/DeepSpeed-Chat#-installation
🐼 One Single Script Completes All Three Steps of RLHF Training and Generate Your First ChatGPT Model	https://github.com/microsoft/DeepSpeedExamples/tree/master/applications/DeepSpeed-Chat#-one-single-script-completes-all-three-steps-of-rlhf-training-and-generate-your-first-chatgpt-model
🐼 Demonstration: Individual Step Fine-Tuning	https://github.com/microsoft/DeepSpeedExamples/tree/master/applications/DeepSpeed-Chat#-demonstration-individual-step-fine-tuning
🕐 Step 1 - Supervised Fine-Tuning	https://github.com/microsoft/DeepSpeedExamples/tree/master/applications/DeepSpeed-Chat#-step-1---supervised-fine-tuning
🕑 Step 2 - Reward Model	https://github.com/microsoft/DeepSpeedExamples/tree/master/applications/DeepSpeed-Chat#-step-2---reward-model
🕒 Step 3 - Reinforcement Learning with Human Feedback	https://github.com/microsoft/DeepSpeedExamples/tree/master/applications/DeepSpeed-Chat#-step-3---reinforcement-learning-with-human-feedback
🐼 Adding and using your own datasets in DeepSpeed-Chat	https://github.com/microsoft/DeepSpeedExamples/tree/master/applications/DeepSpeed-Chat#-adding-and-using-your-own-datasets-in-deepspeed-chat
🐼 Customizing your own RLHF training pipeline using DeepSpeed-Chat’s RLHF APIs	https://github.com/microsoft/DeepSpeedExamples/tree/master/applications/DeepSpeed-Chat#-customizing-your-own-rlhf-training-pipeline-using-deepspeed-chats-rlhf-apis
🐼 Serving: Plug-in your final model trained by DeepSpeed-Chat and test it out!	https://github.com/microsoft/DeepSpeedExamples/tree/master/applications/DeepSpeed-Chat#-serving-plug-in-your-final-model-trained-by-deepspeed-chat-and-test-it-out
🔥 Training Performance Evaluation 🔥	https://github.com/microsoft/DeepSpeedExamples/tree/master/applications/DeepSpeed-Chat#-training-performance-evaluation-
🐲 Superior Model Scale and Low Training Cost	https://github.com/microsoft/DeepSpeedExamples/tree/master/applications/DeepSpeed-Chat#-superior-model-scale-and-low-training-cost
🐲 Throughput and Model Size Scalability Comparisons with Existing RLHF Systems	https://github.com/microsoft/DeepSpeedExamples/tree/master/applications/DeepSpeed-Chat#-throughput-and-model-size-scalability-comparisons-with-existing-rlhf-systems
😽 Supported Models 😽	https://github.com/microsoft/DeepSpeedExamples/tree/master/applications/DeepSpeed-Chat#-supported-models-
🔬 Build Pipeline Status 🔬	https://github.com/microsoft/DeepSpeedExamples/tree/master/applications/DeepSpeed-Chat#-build-pipeline-status-
⚓ Documentation and Tutorial ⚓	https://github.com/microsoft/DeepSpeedExamples/tree/master/applications/DeepSpeed-Chat#-documentation-and-tutorial-
🌱 DeepSpeed Chat's Roadmap 🌱	https://github.com/microsoft/DeepSpeedExamples/tree/master/applications/DeepSpeed-Chat#-deepspeed-chats-roadmap-
💬 DeepSpeed Chat and DeepSpeed Community 💬	https://github.com/microsoft/DeepSpeedExamples/tree/master/applications/DeepSpeed-Chat#-deepspeed-chat-and-deepspeed-community-
🙏 Acknowledgement and Citation 🙏	https://github.com/microsoft/DeepSpeedExamples/tree/master/applications/DeepSpeed-Chat#-acknowledgement-and-citation-
	https://github.com/microsoft/DeepSpeedExamples/tree/master/applications/DeepSpeed-Chat#-latest-news-
DeepSpeed-Chat: Llama/Llama-2 system support, efficiency boost, and training stability improvements	https://github.com/deepspeedai/DeepSpeed/tree/master/blogs/deepspeed-chat/ds-chat-release-8-31/README.md
DeepSpeed Chat: Easy, Fast and Affordable RLHF Training of ChatGPT-like Models at All Scales	https://github.com/deepspeedai/DeepSpeed/tree/master/blogs/deepspeed-chat
English	https://github.com/deepspeedai/DeepSpeed/tree/master/blogs/deepspeed-chat/README.md
中文	https://github.com/deepspeedai/DeepSpeed/tree/master/blogs/deepspeed-chat/chinese/README.md
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arxiv report	https://arxiv.org/abs/2308.01320
	https://github.com/microsoft/DeepSpeedExamples/tree/master/applications/DeepSpeed-Chat#-what-is-deepspeed-chat-
Release Blog	https://github.com/deepspeedai/DeepSpeed/tree/master/blogs/deepspeed-chat
Training Performance Evaluation	https://github.com/microsoft/DeepSpeedExamples/tree/master/applications/DeepSpeed-Chat#-training-performance-evaluation-
Databricks Dolly	https://github.com/databrickslabs/dolly
LMFlow	https://github.com/OptimalScale/LMFlow
CarperAI-TRLX	https://github.com/CarperAI/trlx
Huggingface-PEFT	https://github.com/huggingface/peft
	https://github.com/microsoft/DeepSpeedExamples/tree/master/applications/DeepSpeed-Chat#-capabilities-
Roadmap	https://github.com/microsoft/DeepSpeedExamples/tree/master/applications/DeepSpeed-Chat#-deepspeed-chats-roadmap-
Blog Release	https://github.com/deepspeedai/DeepSpeed/tree/master/blogs/deepspeed-chat
Documentation and Tutorial	https://github.com/microsoft/DeepSpeedExamples/tree/master/applications/DeepSpeed-Chat#-documentation-and-tutorial-
	https://github.com/microsoft/DeepSpeedExamples/tree/master/applications/DeepSpeed-Chat#-quick-start-
	https://github.com/microsoft/DeepSpeedExamples/tree/master/applications/DeepSpeed-Chat#-installation
	https://github.com/microsoft/DeepSpeedExamples/tree/master/applications/DeepSpeed-Chat#-one-single-script-completes-all-three-steps-of-rlhf-training-and-generate-your-first-chatgpt-model
Training Performance Evaluation	https://github.com/microsoft/DeepSpeedExamples/tree/master/applications/DeepSpeed-Chat#-training-performance-evaluation-
	https://github.com/microsoft/DeepSpeedExamples/tree/master/applications/DeepSpeed-Chat#-demonstration-individual-step-fine-tuning
Supervised Fine-Tuning	https://github.com/deepspeedai/DeepSpeedExamples/blob/master/applications/DeepSpeed-Chat/training/step1_supervised_finetuning
	https://github.com/microsoft/DeepSpeedExamples/tree/master/applications/DeepSpeed-Chat#-step-1---supervised-fine-tuning
Reward Model	https://github.com/deepspeedai/DeepSpeedExamples/blob/master/applications/DeepSpeed-Chat/training/step2_reward_model_finetuning
	https://github.com/microsoft/DeepSpeedExamples/tree/master/applications/DeepSpeed-Chat#-step-2---reward-model
Reinforcement Learning with Human Feedback	https://github.com/deepspeedai/DeepSpeedExamples/blob/master/applications/DeepSpeed-Chat/training/step3_rlhf_finetuning
	https://github.com/microsoft/DeepSpeedExamples/tree/master/applications/DeepSpeed-Chat#-step-3---reinforcement-learning-with-human-feedback
	https://github.com/deepspeedai/DeepSpeedExamples/blob/master/applications/DeepSpeed-Chat/assets/image/ppo_trainer.png
Step3: Reinforcement Learning Human Feedback (RLHF)	https://github.com/deepspeedai/DeepSpeedExamples/blob/master/applications/DeepSpeed-Chat/training/step3_rlhf_finetuning
	https://github.com/microsoft/DeepSpeedExamples/tree/master/applications/DeepSpeed-Chat#-adding-and-using-your-own-datasets-in-deepspeed-chat
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	https://github.com/microsoft/DeepSpeedExamples/tree/master/applications/DeepSpeed-Chat#-customizing-your-own-rlhf-training-pipeline-using-deepspeed-chats-rlhf-apis
	https://github.com/microsoft/DeepSpeedExamples/tree/master/applications/DeepSpeed-Chat#-serving-plug-in-your-final-model-trained-by-deepspeed-chat-and-test-it-out
LangChain	https://github.com/hwchase17/langchain
	https://github.com/deepspeedai/DeepSpeedExamples/blob/master/applications/DeepSpeed-Chat/assets/image/ds-chat-single.gif
	https://github.com/deepspeedai/DeepSpeedExamples/blob/master/applications/DeepSpeed-Chat/assets/image/ds-chat.gif
	https://github.com/microsoft/DeepSpeedExamples/tree/master/applications/DeepSpeed-Chat#-training-performance-evaluation-
	https://github.com/microsoft/DeepSpeedExamples/tree/master/applications/DeepSpeed-Chat#-superior-model-scale-and-low-training-cost
	https://github.com/microsoft/DeepSpeedExamples/tree/master/applications/DeepSpeed-Chat#-throughput-and-model-size-scalability-comparisons-with-existing-rlhf-systems
	https://github.com/deepspeedai/DeepSpeedExamples/blob/master/applications/DeepSpeed-Chat/assets/image/democrat2.png
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	https://github.com/deepspeedai/DeepSpeedExamples/blob/master/applications/DeepSpeed-Chat/assets/image/1.3B-breakdown.png
Blog Post	https://github.com/deepspeedai/DeepSpeed/tree/master/blogs/deepspeed-chat
	https://github.com/microsoft/DeepSpeedExamples/tree/master/applications/DeepSpeed-Chat#-supported-models-
Roadmap	https://github.com/microsoft/DeepSpeedExamples/tree/master/applications/DeepSpeed-Chat#-deepspeed-chats-roadmap-
opt	https://huggingface.co/models?other=opt
llama2	https://huggingface.co/models?sort=trending&search=meta-llama%2FLlama-2
llama2-70b	https://huggingface.co/models?sort=trending&search=meta-llama%2FLlama-2-70b
bloom	https://huggingface.co/models?other=bloom
gpt_neox	https://huggingface.co/models?other=gpt_neox
gptj	https://huggingface.co/models?other=gptj
gpt_neo	https://huggingface.co/models?other=gpt_neo
gpt2	https://huggingface.co/models?other=gpt2
codegen	https://huggingface.co/Salesforce/codegen-16B-multi
	https://github.com/microsoft/DeepSpeedExamples/tree/master/applications/DeepSpeed-Chat#-build-pipeline-status-
	https://github.com/deepspeedai/DeepSpeed/actions/workflows/nv-ds-chat.yml
	https://github.com/microsoft/DeepSpeedExamples/tree/master/applications/DeepSpeed-Chat#-documentation-and-tutorial-
Step1: Supervised Fine-Tuning (SFT)	https://github.com/deepspeedai/DeepSpeedExamples/blob/master/applications/DeepSpeed-Chat/training/step1_supervised_finetuning/README.md
Step2: Reward Model Fine-Tuning	https://github.com/deepspeedai/DeepSpeedExamples/blob/master/applications/DeepSpeed-Chat/training/step2_reward_model_finetuning/README.md
Step3: Reinforcement Learning Human Feedback (RLHF)	https://github.com/deepspeedai/DeepSpeedExamples/blob/master/applications/DeepSpeed-Chat/training/step3_rlhf_finetuning/README.md
Training Details Explanation	https://github.com/deepspeedai/DeepSpeedExamples/blob/master/applications/DeepSpeed-Chat/training/README.md
	https://github.com/microsoft/DeepSpeedExamples/tree/master/applications/DeepSpeed-Chat#-deepspeed-chats-roadmap-
	https://github.com/microsoft/DeepSpeedExamples/tree/master/applications/DeepSpeed-Chat#-deepspeed-chat-and-deepspeed-community-
the BLOOM model	https://huggingface.co/bigscience/bloom
DeepSpeed Team	https://github.com/bigscience-workshop/Megatron-DeepSpeed
open source contributors	https://huggingface.co/bigscience
DeepSpeed	https://github.com/deepspeedai/DeepSpeed
DeepSpeedExamples	https://github.com/deepspeedai/DeepSpeedExamples
twitter	https://twitter.com/MSFTDeepSpeed
Chinese Zhihu account	https://www.zhihu.com/people/deepspeed
Japanese twitter account	https://twitter.com/MSFTDeepSpeedJP
	https://github.com/microsoft/DeepSpeedExamples/tree/master/applications/DeepSpeed-Chat#-acknowledgement-and-citation-
	https://github.com
Terms	https://docs.github.com/site-policy/github-terms/github-terms-of-service
Privacy	https://docs.github.com/site-policy/privacy-policies/github-privacy-statement
Security	https://github.com/security
Status	https://www.githubstatus.com/
Community	https://github.community/
Docs	https://docs.github.com/
Contact	https://support.github.com?tags=dotcom-footer

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URLs of crawlers that visited me.