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Title: GitHub - imgcook/ColossalAI: Making big AI models cheaper, easier, and scalable

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Open source solution replicates ChatGPT training process! Ready to go with only 1.6GB GPU memory	https://www.hpc-ai.tech/blog/colossal-ai-chatgpt
Hardware Savings Up to 46 Times for AIGC and Automatic Parallelism	https://www.hpc-ai.tech/blog/colossal-ai-0-2-0
Diffusion Pretraining and Hardware Fine-Tuning Can Be Almost 7X Cheaper	https://www.hpc-ai.tech/blog/diffusion-pretraining-and-hardware-fine-tuning-can-be-almost-7x-cheaper
Use a Laptop to Analyze 90% of Proteins, With a Single-GPU Inference Sequence Exceeding 10,000	https://www.hpc-ai.tech/blog/use-a-laptop-to-analyze-90-of-proteins-with-a-single-gpu-inference-sequence-exceeding
HPC-AI Tech Completes $6 Million Seed and Angel Round Fundraising	https://www.hpc-ai.tech/blog/hpc-ai-tech-completes-6-million-seed-and-angel-round-fundraising-led-by-bluerun-ventures-in-the
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2D	https://arxiv.org/abs/2104.05343
2.5D	https://arxiv.org/abs/2105.14500
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PaLM	https://ai.googleblog.com/2022/04/pathways-language-model-palm-scaling-to.html
	https://patch-diff.githubusercontent.com/imgcook/ColossalAI#opt
	https://raw.githubusercontent.com/hpcaitech/public_assets/main/colossalai/img/OPT_update.png
Open Pretrained Transformer (OPT)	https://github.com/facebookresearch/metaseq
[Example]	https://github.com/hpcaitech/ColossalAI-Examples/tree/main/language/opt
[Online Serving]	https://github.com/hpcaitech/ColossalAI-Documentation/blob/main/i18n/en/docusaurus-plugin-content-docs/current/advanced_tutorials/opt_service.md
documentation	https://www.colossalai.org/
examples	https://github.com/hpcaitech/ColossalAI-Examples
	https://patch-diff.githubusercontent.com/imgcook/ColossalAI#vit
	https://raw.githubusercontent.com/hpcaitech/public_assets/main/colossalai/img/ViT.png
	https://patch-diff.githubusercontent.com/imgcook/ColossalAI#recommendation-system-models
Cached Embedding	https://github.com/hpcaitech/CachedEmbedding
back to top	https://patch-diff.githubusercontent.com/imgcook/ColossalAI#top
	https://patch-diff.githubusercontent.com/imgcook/ColossalAI#single-gpu-training-demo
	https://patch-diff.githubusercontent.com/imgcook/ColossalAI#gpt-2-1
	https://raw.githubusercontent.com/hpcaitech/public_assets/main/colossalai/img/GPT2-GPU1.png
	https://raw.githubusercontent.com/hpcaitech/public_assets/main/colossalai/img/GPT2-NVME.png
	https://patch-diff.githubusercontent.com/imgcook/ColossalAI#palm-1
	https://raw.githubusercontent.com/hpcaitech/public_assets/main/colossalai/img/PaLM-GPU1.png
back to top	https://patch-diff.githubusercontent.com/imgcook/ColossalAI#top
	https://patch-diff.githubusercontent.com/imgcook/ColossalAI#inference-energon-ai-demo
	https://raw.githubusercontent.com/hpcaitech/public_assets/main/colossalai/img/inference_GPT-3.jpg
Energon-AI	https://github.com/hpcaitech/EnergonAI
	https://raw.githubusercontent.com/hpcaitech/public_assets/main/colossalai/img/OPT_serving.png
OPT Serving	https://github.com/hpcaitech/ColossalAI-Documentation/blob/main/i18n/en/docusaurus-plugin-content-docs/current/advanced_tutorials/opt_service.md
	https://raw.githubusercontent.com/hpcaitech/public_assets/main/colossalai/img/BLOOM%20Inference.PNG
BLOOM	https://github.com/hpcaitech/EnergonAI/tree/main/examples/bloom
back to top	https://patch-diff.githubusercontent.com/imgcook/ColossalAI#top
	https://patch-diff.githubusercontent.com/imgcook/ColossalAI#colossal-ai-in-the-real-world
	https://patch-diff.githubusercontent.com/imgcook/ColossalAI#chatgpt
ChatGPT	https://openai.com/blog/chatgpt/
[code]	https://github.com/hpcaitech/ColossalAI/tree/main/applications/ChatGPT
[blog]	https://www.hpc-ai.tech/blog/colossal-ai-chatgpt
	https://raw.githubusercontent.com/hpcaitech/public_assets/main/applications/chatgpt/ChatGPT%20scaling.png
	https://raw.githubusercontent.com/hpcaitech/public_assets/main/applications/chatgpt/ChatGPT-1GPU.jpg
	https://raw.githubusercontent.com/hpcaitech/public_assets/main/applications/chatgpt/LoRA%20data.jpg
back to top	https://patch-diff.githubusercontent.com/imgcook/ColossalAI#top
	https://patch-diff.githubusercontent.com/imgcook/ColossalAI#aigc
Stable Diffusion v1	https://github.com/CompVis/stable-diffusion
Stable Diffusion v2	https://github.com/Stability-AI/stablediffusion
	https://raw.githubusercontent.com/hpcaitech/public_assets/main/colossalai/img/Stable%20Diffusion%20v2.png
Training	https://github.com/hpcaitech/ColossalAI/tree/main/examples/images/diffusion
	https://raw.githubusercontent.com/hpcaitech/public_assets/main/colossalai/img/DreamBooth.png
DreamBooth Fine-tuning	https://github.com/hpcaitech/ColossalAI/tree/main/examples/images/dreambooth
	https://raw.githubusercontent.com/hpcaitech/public_assets/main/colossalai/img/Stable%20Diffusion%20Inference.jpg
Inference	https://github.com/hpcaitech/ColossalAI/tree/main/examples/images/diffusion
back to top	https://patch-diff.githubusercontent.com/imgcook/ColossalAI#top
	https://patch-diff.githubusercontent.com/imgcook/ColossalAI#biomedicine
AlphaFold Protein Structure	https://alphafold.ebi.ac.uk/
	https://raw.githubusercontent.com/hpcaitech/public_assets/main/colossalai/img/FastFold.jpg
FastFold	https://github.com/hpcaitech/FastFold
	https://raw.githubusercontent.com/hpcaitech/public_assets/main/colossalai/img/xTrimoMultimer_Table.jpg
xTrimoMultimer	https://github.com/biomap-research/xTrimoMultimer
back to top	https://patch-diff.githubusercontent.com/imgcook/ColossalAI#top
	https://patch-diff.githubusercontent.com/imgcook/ColossalAI#installation
	https://patch-diff.githubusercontent.com/imgcook/ColossalAI#install-from-pypi
	https://patch-diff.githubusercontent.com/imgcook/ColossalAI#download-from-source
back to top	https://patch-diff.githubusercontent.com/imgcook/ColossalAI#top
	https://patch-diff.githubusercontent.com/imgcook/ColossalAI#use-docker
	https://patch-diff.githubusercontent.com/imgcook/ColossalAI#pull-from-dockerhub
DockerHub page	https://hub.docker.com/r/hpcaitech/colossalai
	https://patch-diff.githubusercontent.com/imgcook/ColossalAI#build-on-your-own
here	https://stackoverflow.com/questions/59691207/docker-build-with-nvidia-runtime
project page	https://www.colossalai.org
back to top	https://patch-diff.githubusercontent.com/imgcook/ColossalAI#top
	https://patch-diff.githubusercontent.com/imgcook/ColossalAI#community
Forum	https://github.com/hpcaitech/ColossalAI/discussions
Slack	https://join.slack.com/t/colossalaiworkspace/shared_invite/zt-z7b26eeb-CBp7jouvu~r0~lcFzX832w
WeChat	https://raw.githubusercontent.com/hpcaitech/public_assets/main/colossalai/img/WeChat.png
	https://patch-diff.githubusercontent.com/imgcook/ColossalAI#contributing
Contributing	https://patch-diff.githubusercontent.com/imgcook/ColossalAI/blob/main/CONTRIBUTING.md
	https://github.com/hpcaitech/ColossalAI/graphs/contributors
back to top	https://patch-diff.githubusercontent.com/imgcook/ColossalAI#top
	https://patch-diff.githubusercontent.com/imgcook/ColossalAI#cicd
GitHub Actions	https://github.com/features/actions
documentation	https://patch-diff.githubusercontent.com/imgcook/ColossalAI/blob/main/.github/workflows/README.md
	https://patch-diff.githubusercontent.com/imgcook/ColossalAI#cite-us
SC	https://sc22.supercomputing.org/
AAAI	https://aaai.org/Conferences/AAAI-23/
PPoPP	https://ppopp23.sigplan.org/
CVPR	https://cvpr2023.thecvf.com/
back to top	https://patch-diff.githubusercontent.com/imgcook/ColossalAI#top
www.colossalai.org/	https://www.colossalai.org/
Readme	https://patch-diff.githubusercontent.com/imgcook/ColossalAI#readme-ov-file
Apache-2.0 license	https://patch-diff.githubusercontent.com/imgcook/ColossalAI#Apache-2.0-1-ov-file
Please reload this page	https://patch-diff.githubusercontent.com/imgcook/ColossalAI
Activity	https://patch-diff.githubusercontent.com/imgcook/ColossalAI/activity
Custom properties	https://patch-diff.githubusercontent.com/imgcook/ColossalAI/custom-properties
0 stars	https://patch-diff.githubusercontent.com/imgcook/ColossalAI/stargazers
0 watching	https://patch-diff.githubusercontent.com/imgcook/ColossalAI/watchers
0 forks	https://patch-diff.githubusercontent.com/imgcook/ColossalAI/forks
Report repository	https://patch-diff.githubusercontent.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fimgcook%2FColossalAI&report=imgcook+%28user%29
Releases	https://patch-diff.githubusercontent.com/imgcook/ColossalAI/releases
Packages 0	https://patch-diff.githubusercontent.com/orgs/imgcook/packages?repo_name=ColossalAI
	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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