René's URL Explorer Experiment


Title: GitHub - Jding0/DeepSpeed: DeepSpeed is a deep learning optimization library that makes distributed training easy, efficient, and effective. · GitHub

Open Graph Title: GitHub - Jding0/DeepSpeed: DeepSpeed is a deep learning optimization library that makes distributed training easy, efficient, and effective.

X Title: GitHub - Jding0/DeepSpeed: DeepSpeed is a deep learning optimization library that makes distributed training easy, efficient, and effective.

Description: DeepSpeed is a deep learning optimization library that makes distributed training easy, efficient, and effective. - Jding0/DeepSpeed

Open Graph Description: DeepSpeed is a deep learning optimization library that makes distributed training easy, efficient, and effective. - Jding0/DeepSpeed

X Description: DeepSpeed is a deep learning optimization library that makes distributed training easy, efficient, and effective. - Jding0/DeepSpeed

Mail addresses
opencode@microsoft.com

Opengraph URL: https://github.com/Jding0/DeepSpeed

X: @github

direct link

Domain: github.com

route-pattern/:user_id/:repository
route-controllerfiles
route-actiondisambiguate
fetch-noncev2:ca92d0b7-0743-69b2-58a2-afb890b0d029
current-catalog-service-hashf3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-id8E52:38A7FD:13E4520:1BA657C:6A4DEC56
html-safe-nonce3cad7a476c437c2d1bdaf42af26c6ed54b981b74ed40ee4f63f8479d989e399c
visitor-payloadeyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiI4RTUyOjM4QTdGRDoxM0U0NTIwOjFCQTY1N0M6NkE0REVDNTYiLCJ2aXNpdG9yX2lkIjoiMzI3OTQzMDQyMzkwMjI4NDg4NiIsInJlZ2lvbl9lZGdlIjoiaWFkIiwicmVnaW9uX3JlbmRlciI6ImlhZCJ9
visitor-hmac7276c6c40c180413142cc5f767ffcd4bf6d9af2ca403878e59e0cf77d6fbe66f
hovercard-subject-tagrepository:366181066
github-keyboard-shortcutsrepository,copilot
google-site-verificationApib7-x98H0j5cPqHWwSMm6dNU4GmODRoqxLiDzdx9I
octolytics-urlhttps://collector.github.com/github/collect
analytics-location//
fb:app_id1401488693436528
apple-itunes-appapp-id=1477376905, app-argument=https://github.com/Jding0/DeepSpeed
twitter:imagehttps://opengraph.githubassets.com/d6373ecc358d1c02c6b1a94ef028d2f5775212a29933a971e4252d4de1f52281/Jding0/DeepSpeed
twitter:cardsummary_large_image
og:imagehttps://opengraph.githubassets.com/d6373ecc358d1c02c6b1a94ef028d2f5775212a29933a971e4252d4de1f52281/Jding0/DeepSpeed
og:image:altDeepSpeed is a deep learning optimization library that makes distributed training easy, efficient, and effective. - Jding0/DeepSpeed
og:image:width1200
og:image:height600
og:site_nameGitHub
og:typeobject
hostnamegithub.com
expected-hostnamegithub.com
None06b8a6144231bf3a234f1c2e9993861e07ce98a905912b114aa386c2d7e84b33
turbo-cache-controlno-cache
go-importgithub.com/Jding0/DeepSpeed git https://github.com/Jding0/DeepSpeed.git
octolytics-dimension-user_id38572324
octolytics-dimension-user_loginJding0
octolytics-dimension-repository_id366181066
octolytics-dimension-repository_nwoJding0/DeepSpeed
octolytics-dimension-repository_publictrue
octolytics-dimension-repository_is_forktrue
octolytics-dimension-repository_parent_id235860204
octolytics-dimension-repository_parent_nwodeepspeedai/DeepSpeed
octolytics-dimension-repository_network_root_id235860204
octolytics-dimension-repository_network_root_nwodeepspeedai/DeepSpeed
turbo-body-classeslogged-out env-production page-responsive
disable-turbofalse
browser-stats-urlhttps://api.github.com/_private/browser/stats
browser-errors-urlhttps://api.github.com/_private/browser/errors
release1d344bdb7547fe6bca17a59bb2b8aac3dc9532a0
ui-targetfull
theme-color#1e2327
color-schemelight dark

Links:

Skip to contenthttps://github.com/Jding0/DeepSpeed#start-of-content
https://github.com/
Sign in https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2FJding0%2FDeepSpeed
GitHub CopilotWrite better code with AIhttps://github.com/features/copilot
GitHub Copilot appDirect agents from issue to mergehttps://github.com/features/ai/github-app
MCP RegistryNewIntegrate external toolshttps://github.com/mcp
ActionsAutomate any workflowhttps://github.com/features/actions
CodespacesInstant dev environmentshttps://github.com/features/codespaces
IssuesPlan and track workhttps://github.com/features/issues
Code ReviewManage code changeshttps://github.com/features/code-review
GitHub Advanced SecurityFind and fix vulnerabilitieshttps://github.com/security/advanced-security
Code securitySecure your code as you buildhttps://github.com/security/advanced-security/code-security
Secret protectionStop leaks before they starthttps://github.com/security/advanced-security/secret-protection
Why GitHubhttps://github.com/why-github
Documentationhttps://docs.github.com
Bloghttps://github.blog
Changeloghttps://github.blog/changelog
Marketplacehttps://github.com/marketplace
View all featureshttps://github.com/features
Enterpriseshttps://github.com/enterprise
Small and medium teamshttps://github.com/team
Startupshttps://github.com/enterprise/startups
Nonprofitshttps://github.com/solutions/industry/nonprofits
App Modernizationhttps://github.com/solutions/use-case/app-modernization
DevSecOpshttps://github.com/solutions/use-case/devsecops
DevOpshttps://github.com/solutions/use-case/devops
CI/CDhttps://github.com/solutions/use-case/ci-cd
View all use caseshttps://github.com/solutions/use-case
Healthcarehttps://github.com/solutions/industry/healthcare
Financial serviceshttps://github.com/solutions/industry/financial-services
Manufacturinghttps://github.com/solutions/industry/manufacturing
Governmenthttps://github.com/solutions/industry/government
View all industrieshttps://github.com/solutions/industry
View all solutionshttps://github.com/solutions
AIhttps://github.com/resources/articles?topic=ai
Software Developmenthttps://github.com/resources/articles?topic=software-development
DevOpshttps://github.com/resources/articles?topic=devops
Securityhttps://github.com/resources/articles?topic=security
View all topicshttps://github.com/resources/articles
Customer storieshttps://github.com/customer-stories
Events & webinarshttps://github.com/resources/events
Ebooks & reportshttps://github.com/resources/whitepapers
Business insightshttps://github.com/solutions/executive-insights
GitHub Skillshttps://skills.github.com
Documentationhttps://docs.github.com
Customer supporthttps://support.github.com
Community forumhttps://github.com/orgs/community/discussions
Trust centerhttps://github.com/trust-center
Partnershttps://github.com/partners
View all resourceshttps://github.com/resources
GitHub SponsorsFund open source developershttps://github.com/sponsors
Security Labhttps://securitylab.github.com
Maintainer Communityhttps://maintainers.github.com
Acceleratorhttps://github.com/accelerator
GitHub Starshttps://stars.github.com
Archive Programhttps://archiveprogram.github.com
Topicshttps://github.com/topics
Trendinghttps://github.com/trending
Collectionshttps://github.com/collections
Enterprise platformAI-powered developer platformhttps://github.com/enterprise
GitHub Advanced SecurityEnterprise-grade security featureshttps://github.com/security/advanced-security
Copilot for BusinessEnterprise-grade AI featureshttps://github.com/features/copilot/copilot-business
Premium SupportEnterprise-grade 24/7 supporthttps://github.com/premium-support
Pricinghttps://github.com/pricing
Search syntax tipshttps://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
documentationhttps://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
Sign in https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2FJding0%2FDeepSpeed
Sign up https://github.com/signup?ref_cta=Sign+up&ref_loc=header+logged+out&ref_page=%2F%3Cuser-name%3E%2F%3Crepo-name%3E&source=header-repo&source_repo=Jding0%2FDeepSpeed
Reloadhttps://github.com/Jding0/DeepSpeed
Reloadhttps://github.com/Jding0/DeepSpeed
Reloadhttps://github.com/Jding0/DeepSpeed
Jding0 https://github.com/Jding0
DeepSpeedhttps://github.com/Jding0/DeepSpeed
deepspeedai/DeepSpeedhttps://github.com/deepspeedai/DeepSpeed
Notifications https://github.com/login?return_to=%2FJding0%2FDeepSpeed
Fork 0 https://github.com/login?return_to=%2FJding0%2FDeepSpeed
Star 0 https://github.com/login?return_to=%2FJding0%2FDeepSpeed
Code https://github.com/Jding0/DeepSpeed
Pull requests 0 https://github.com/Jding0/DeepSpeed/pulls
Actions https://github.com/Jding0/DeepSpeed/actions
Projects https://github.com/Jding0/DeepSpeed/projects
Security and quality 0 https://github.com/Jding0/DeepSpeed/security
Insights https://github.com/Jding0/DeepSpeed/pulse
Code https://github.com/Jding0/DeepSpeed
Pull requests https://github.com/Jding0/DeepSpeed/pulls
Actions https://github.com/Jding0/DeepSpeed/actions
Projects https://github.com/Jding0/DeepSpeed/projects
Security and quality https://github.com/Jding0/DeepSpeed/security
Insights https://github.com/Jding0/DeepSpeed/pulse
https://github.com/Jding0/DeepSpeed
Brancheshttps://github.com/Jding0/DeepSpeed/branches
Tagshttps://github.com/Jding0/DeepSpeed/tags
https://github.com/Jding0/DeepSpeed/branches
https://github.com/Jding0/DeepSpeed/tags
554 Commitshttps://github.com/Jding0/DeepSpeed/commits/master/
https://github.com/Jding0/DeepSpeed/commits/master/
.github/workflowshttps://github.com/Jding0/DeepSpeed/tree/master/.github/workflows
.github/workflowshttps://github.com/Jding0/DeepSpeed/tree/master/.github/workflows
DeepSpeedExamples @ 1273725https://github.com/microsoft/DeepSpeedExamples/tree/127372571189ac905c8c92f4fe55a3d85c80324e
DeepSpeedExamples @ 1273725https://github.com/microsoft/DeepSpeedExamples/tree/127372571189ac905c8c92f4fe55a3d85c80324e
azurehttps://github.com/Jding0/DeepSpeed/tree/master/azure
azurehttps://github.com/Jding0/DeepSpeed/tree/master/azure
binhttps://github.com/Jding0/DeepSpeed/tree/master/bin
binhttps://github.com/Jding0/DeepSpeed/tree/master/bin
csrchttps://github.com/Jding0/DeepSpeed/tree/master/csrc
csrchttps://github.com/Jding0/DeepSpeed/tree/master/csrc
deepspeedhttps://github.com/Jding0/DeepSpeed/tree/master/deepspeed
deepspeedhttps://github.com/Jding0/DeepSpeed/tree/master/deepspeed
dockerhttps://github.com/Jding0/DeepSpeed/tree/master/docker
dockerhttps://github.com/Jding0/DeepSpeed/tree/master/docker
docshttps://github.com/Jding0/DeepSpeed/tree/master/docs
docshttps://github.com/Jding0/DeepSpeed/tree/master/docs
op_builderhttps://github.com/Jding0/DeepSpeed/tree/master/op_builder
op_builderhttps://github.com/Jding0/DeepSpeed/tree/master/op_builder
requirementshttps://github.com/Jding0/DeepSpeed/tree/master/requirements
requirementshttps://github.com/Jding0/DeepSpeed/tree/master/requirements
testshttps://github.com/Jding0/DeepSpeed/tree/master/tests
testshttps://github.com/Jding0/DeepSpeed/tree/master/tests
.clang-formathttps://github.com/Jding0/DeepSpeed/blob/master/.clang-format
.clang-formathttps://github.com/Jding0/DeepSpeed/blob/master/.clang-format
.gitignorehttps://github.com/Jding0/DeepSpeed/blob/master/.gitignore
.gitignorehttps://github.com/Jding0/DeepSpeed/blob/master/.gitignore
.gitmoduleshttps://github.com/Jding0/DeepSpeed/blob/master/.gitmodules
.gitmoduleshttps://github.com/Jding0/DeepSpeed/blob/master/.gitmodules
.pre-commit-config.yamlhttps://github.com/Jding0/DeepSpeed/blob/master/.pre-commit-config.yaml
.pre-commit-config.yamlhttps://github.com/Jding0/DeepSpeed/blob/master/.pre-commit-config.yaml
.pylintrchttps://github.com/Jding0/DeepSpeed/blob/master/.pylintrc
.pylintrchttps://github.com/Jding0/DeepSpeed/blob/master/.pylintrc
.readthedocs.ymlhttps://github.com/Jding0/DeepSpeed/blob/master/.readthedocs.yml
.readthedocs.ymlhttps://github.com/Jding0/DeepSpeed/blob/master/.readthedocs.yml
.style.yapfhttps://github.com/Jding0/DeepSpeed/blob/master/.style.yapf
.style.yapfhttps://github.com/Jding0/DeepSpeed/blob/master/.style.yapf
CODEOWNERShttps://github.com/Jding0/DeepSpeed/blob/master/CODEOWNERS
CODEOWNERShttps://github.com/Jding0/DeepSpeed/blob/master/CODEOWNERS
CODE_OF_CONDUCT.mdhttps://github.com/Jding0/DeepSpeed/blob/master/CODE_OF_CONDUCT.md
CODE_OF_CONDUCT.mdhttps://github.com/Jding0/DeepSpeed/blob/master/CODE_OF_CONDUCT.md
CONTRIBUTING.mdhttps://github.com/Jding0/DeepSpeed/blob/master/CONTRIBUTING.md
CONTRIBUTING.mdhttps://github.com/Jding0/DeepSpeed/blob/master/CONTRIBUTING.md
LICENSEhttps://github.com/Jding0/DeepSpeed/blob/master/LICENSE
LICENSEhttps://github.com/Jding0/DeepSpeed/blob/master/LICENSE
MANIFEST.inhttps://github.com/Jding0/DeepSpeed/blob/master/MANIFEST.in
MANIFEST.inhttps://github.com/Jding0/DeepSpeed/blob/master/MANIFEST.in
README.mdhttps://github.com/Jding0/DeepSpeed/blob/master/README.md
README.mdhttps://github.com/Jding0/DeepSpeed/blob/master/README.md
SECURITY.mdhttps://github.com/Jding0/DeepSpeed/blob/master/SECURITY.md
SECURITY.mdhttps://github.com/Jding0/DeepSpeed/blob/master/SECURITY.md
install.shhttps://github.com/Jding0/DeepSpeed/blob/master/install.sh
install.shhttps://github.com/Jding0/DeepSpeed/blob/master/install.sh
setup.pyhttps://github.com/Jding0/DeepSpeed/blob/master/setup.py
setup.pyhttps://github.com/Jding0/DeepSpeed/blob/master/setup.py
version.txthttps://github.com/Jding0/DeepSpeed/blob/master/version.txt
version.txthttps://github.com/Jding0/DeepSpeed/blob/master/version.txt
READMEhttps://github.com/Jding0/DeepSpeed
Code of conducthttps://github.com/Jding0/DeepSpeed
Contributinghttps://github.com/Jding0/DeepSpeed
MIT licensehttps://github.com/Jding0/DeepSpeed
Securityhttps://github.com/Jding0/DeepSpeed
https://github.com/microsoft/DeepSpeed/actions
https://pypi.org/project/deepspeed/
https://deepspeed.readthedocs.io/en/latest/?badge=latest
https://github.com/Microsoft/DeepSpeed/blob/master/LICENSE
https://pepy.tech/project/deepspeed
SDE 2https://careers.microsoft.com/us/en/job/1013160/Software-Engineer-2
Sr. SDEhttps://careers.microsoft.com/us/en/job/1017151/Senior-Software-Engineer
Sr. Researcherhttps://careers.microsoft.com/us/en/job/1016440/Senior-Researcher
https://github.com/Jding0/DeepSpeed#032021-deepspeed-is-hiring-come-join-us-sde-2-sr-sde-sr-researcher
DeepSpeedhttps://www.deepspeed.ai/
Turing-NLGhttps://www.microsoft.com/en-us/research/blog/turing-nlg-a-17-billion-parameter-language-model-by-microsoft
AI at Scalehttps://www.microsoft.com/en-us/research/project/ai-at-scale/
herehttps://innovation.microsoft.com/en-us/exploring-ai-at-scale
deepspeed.aihttps://www.deepspeed.ai/
https://github.com/Jding0/DeepSpeed#news
1-bit LAMB: up to 4.6x less communication and 2.8x faster training, together with LAMB's convergence speed at large batch sizeshttps://www.deepspeed.ai/tutorials/onebit-lamb/
ZeRO-Infinity unlocks unprecedented model scale for deep learning traininghttps://www.microsoft.com/en-us/research/blog/zero-infinity-and-deepspeed-unlocking-unprecedented-model-scale-for-deep-learning-training/
Tutorial on how to use different stages of ZeROhttps://www.deepspeed.ai/tutorials/zero/
[DeepSpeed on AzureML] Transformers and CIFAR examples are now available on AzureML GitHubhttps://github.com/Azure/azureml-examples/tree/main/workflows/train/deepspeed
[PyTorch Lightning Blog] Accessible Multi-Billion Parameter Model Training with PyTorch Lightning + DeepSpeedhttps://medium.com/pytorch-lightning/accessible-multi-billion-parameter-model-training-with-pytorch-lightning-deepspeed-c9333ac3bb59
1-bit Adam v2: NCCL-based implementation and morehttps://www.deepspeed.ai/tutorials/onebit-adam/
ZeRO-3 Offload: Scale your models to trillion parameters without code changes while leveraging both CPUs & GPUshttps://www.deepspeed.ai/news/2021/03/07/zero3-offload.html
[🤗Hugging Face Blog] Fit More and Train Faster With ZeRO via DeepSpeed and FairScalehttps://huggingface.co/blog/zero-deepspeed-fairscale
Simplified install, JIT compiled ops, PyPI releases, and reduced dependencieshttps://github.com/Jding0/DeepSpeed#installation
Efficient and robust compressed training through progressive layer droppinghttps://www.deepspeed.ai/news/2020/10/28/progressive-layer-dropping-news.html
DeepSpeed v0.3: Extreme-scale model training for everyonehttps://www.microsoft.com/en-us/research/blog/deepspeed-extreme-scale-model-training-for-everyone/
https://github.com/Jding0/DeepSpeed#table-of-contents
Why DeepSpeed?https://github.com/Jding0/DeepSpeed#why-deepspeed
Installhttps://github.com/Jding0/DeepSpeed#installation
Featureshttps://github.com/Jding0/DeepSpeed#features
Further Readinghttps://github.com/Jding0/DeepSpeed#further-reading
Contributinghttps://github.com/Jding0/DeepSpeed#contributing
Publicationshttps://github.com/Jding0/DeepSpeed#publications
Videoshttps://github.com/Jding0/DeepSpeed#videos
https://github.com/Jding0/DeepSpeed#why-deepspeed
https://github.com/Jding0/DeepSpeed#installation
torch's JIT C++ extension loader that relies on ninjahttps://pytorch.org/docs/stable/cpp_extension.html
PyTorchhttps://pytorch.org/
advanced installation instructionshttps://www.deepspeed.ai/tutorials/advanced-install/
https://github.com/Jding0/DeepSpeed#features
feature overviewhttps://www.deepspeed.ai/features/
Distributed Training with Mixed Precisionhttps://www.deepspeed.ai/features/#distributed-training-with-mixed-precision
Model Parallelismhttps://www.deepspeed.ai/features/#model-parallelism
Pipeline Parallelismhttps://www.deepspeed.ai/tutorials/pipeline/
The Zero Redundancy Optimizer (ZeRO)https://www.deepspeed.ai/tutorials/zero/
ZeRO-Offloadhttps://www.deepspeed.ai/tutorials/zero-offload/
Ultra-fast dense transformer kernelshttps://www.deepspeed.ai/news/2020/05/18/bert-record.html
Sparse attentionhttps://www.deepspeed.ai/news/2020/09/08/sparse-attention.html
1-bit Adamhttps://www.deepspeed.ai/news/2020/09/08/onebit-adam-blog-post.html
1-bit LAMBhttps://www.deepspeed.ai/tutorials/onebit-lamb/
Additional Memory and Bandwidth Optimizationshttps://www.deepspeed.ai/features/#additional-memory-and-bandwidth-optimizations
Training Featureshttps://www.deepspeed.ai/features/#training-features
Training Optimizershttps://www.deepspeed.ai/features/#training-optimizers
Training Agnostic Checkpointinghttps://www.deepspeed.ai/features/#training-agnostic-checkpointing
Advanced Parameter Searchhttps://www.deepspeed.ai/features/#advanced-parameter-search
Simplified Data Loaderhttps://www.deepspeed.ai/features/#simplified-data-loader
Performance Analysis and Debugginghttps://www.deepspeed.ai/features/#performance-analysis-and-debugging
https://github.com/Jding0/DeepSpeed#further-reading
deepspeed.aihttps://www.deepspeed.ai/
DeepSpeed Featureshttps://www.deepspeed.ai/features/
Getting Startedhttps://www.deepspeed.ai/getting-started/
DeepSpeed JSON Configurationhttps://www.deepspeed.ai/docs/config-json/
API Documentationhttps://deepspeed.readthedocs.io/en/latest/
CIFAR-10 Tutorialhttps://www.deepspeed.ai/tutorials/cifar-10
Megatron-LM Tutorialhttps://www.deepspeed.ai/tutorials/megatron/
BERT Pre-training Tutorialhttps://www.deepspeed.ai/tutorials/bert-pretraining/
Learning Rate Range Test Tutorialhttps://www.deepspeed.ai/tutorials/lrrt/
1Cycle Tutorialhttps://www.deepspeed.ai/tutorials/1Cycle/
https://github.com/Jding0/DeepSpeed#contributing
contributinghttps://github.com/Jding0/DeepSpeed/blob/master/CONTRIBUTING.md
https://github.com/Jding0/DeepSpeed#contributor-license-agreement
https://cla.opensource.microsoft.comhttps://cla.opensource.microsoft.com
https://github.com/Jding0/DeepSpeed#code-of-conduct
Microsoft Open Source Code of Conducthttps://opensource.microsoft.com/codeofconduct/
Code of Conduct FAQhttps://opensource.microsoft.com/codeofconduct/faq/
https://github.com/Jding0/DeepSpeed#publications
arXiv:1910.02054https://arxiv.org/abs/1910.02054
In Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis (SC '20)https://dl.acm.org/doi/10.5555/3433701.3433727
In Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining (KDD '20, Tutorial)https://dl.acm.org/doi/10.1145/3394486.3406703
arXiv:2010.13369https://arxiv.org/abs/2010.13369
NeurIPS 2020https://proceedings.neurips.cc/paper/2020/hash/a1140a3d0df1c81e24ae954d935e8926-Abstract.html
arXiv:2101.06840https://arxiv.org/abs/2101.06840
arXiv:2102.02888https://arxiv.org/abs/2102.02888
arXiv:2104.07857https://arxiv.org/abs/2104.07857
arXiv:2104.06069https://arxiv.org/abs/2104.06069
https://github.com/Jding0/DeepSpeed#videos
Overviewhttps://www.youtube.com/watch?v=CaseqC45DNc&list=PLa85ZdUjfWS21mgibJ2vCvLziprjpKoW0&index=29
ZeRO + large model traininghttps://www.youtube.com/watch?v=y4_bCiAsIAk&list=PLa85ZdUjfWS21mgibJ2vCvLziprjpKoW0&index=28
17B T-NLG demohttps://www.youtube.com/watch?v=9V-ZbP92drg&list=PLa85ZdUjfWS21mgibJ2vCvLziprjpKoW0&index=27
Fastest BERT training + RScan tuninghttps://www.youtube.com/watch?v=o1K-ZG9F6u0&list=PLa85ZdUjfWS21mgibJ2vCvLziprjpKoW0&index=26
part 1https://www.youtube.com/watch?v=_NOk-mBwDYg&list=PLa85ZdUjfWS21mgibJ2vCvLziprjpKoW0&index=92
part 2https://www.youtube.com/watch?v=sG6_c4VXLww&list=PLa85ZdUjfWS21mgibJ2vCvLziprjpKoW0&index=94
part 3https://www.youtube.com/watch?v=k9yPkBTayos&list=PLa85ZdUjfWS21mgibJ2vCvLziprjpKoW0&index=93
FAQhttps://www.youtube.com/watch?v=nsHu6vEgPew&list=PLa85ZdUjfWS21mgibJ2vCvLziprjpKoW0&index=24
ZeRO & Fastest BERT: Increasing the scale and speed of deep learning training in DeepSpeedhttps://note.microsoft.com/MSR-Webinar-DeepSpeed-Registration-On-Demand.html
DeepSpeed on AzureMLhttps://youtu.be/yBVXR8G8Bg8
DeepSpeed: All the tricks to scale to gigantic modelshttps://www.youtube.com/watch?v=pDGI668pNg0
Turing-NLG, DeepSpeed and the ZeRO optimizerhttps://www.youtube.com/watch?v=tC01FRB0M7w
www.deepspeed.ai/https://www.deepspeed.ai/
Readme https://github.com/Jding0/DeepSpeed#readme-ov-file
MIT license https://github.com/Jding0/DeepSpeed#MIT-1-ov-file
Code of conduct https://github.com/Jding0/DeepSpeed#coc-ov-file
Contributing https://github.com/Jding0/DeepSpeed#contributing-ov-file
Security policy https://github.com/Jding0/DeepSpeed#security-ov-file
Please reload this pagehttps://github.com/Jding0/DeepSpeed
Activityhttps://github.com/Jding0/DeepSpeed/activity
0 forkshttps://github.com/Jding0/DeepSpeed/forks
Report repository https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2FJding0%2FDeepSpeed&report=Jding0+%28user%29
Releaseshttps://github.com/Jding0/DeepSpeed/releases
20 tags https://github.com/Jding0/DeepSpeed/tags
Packages 0https://github.com/users/Jding0/packages?repo_name=DeepSpeed
Please reload this pagehttps://github.com/Jding0/DeepSpeed
Contributorshttps://github.com/Jding0/DeepSpeed/graphs/contributors
Please reload this pagehttps://github.com/Jding0/DeepSpeed
https://github.com
Termshttps://docs.github.com/site-policy/github-terms/github-terms-of-service
Privacyhttps://docs.github.com/site-policy/privacy-policies/github-privacy-statement
Securityhttps://github.com/security
Statushttps://www.githubstatus.com/
Communityhttps://github.community/
Docshttps://docs.github.com/
Contacthttps://support.github.com?tags=dotcom-footer

Viewport: width=device-width

URLs of crawlers that visited me.