René's URL Explorer Experiment


Title: GitHub - OpenGVLab/SDLM: Sequential Diffusion Language Model (SDLM) enhances pre-trained autoregressive language models by adaptively determining generation length and maintaining KV-cache compatibility, achieving high efficiency and throughput.

Open Graph Title: GitHub - OpenGVLab/SDLM: Sequential Diffusion Language Model (SDLM) enhances pre-trained autoregressive language models by adaptively determining generation length and maintaining KV-cache compatibility, achieving high efficiency and throughput.

X Title: GitHub - OpenGVLab/SDLM: Sequential Diffusion Language Model (SDLM) enhances pre-trained autoregressive language models by adaptively determining generation length and maintaining KV-cache compatibility, achieving high efficiency and throughput.

Description: Sequential Diffusion Language Model (SDLM) enhances pre-trained autoregressive language models by adaptively determining generation length and maintaining KV-cache compatibility, achieving high efficiency and throughput. - OpenGVLab/SDLM

Open Graph Description: Sequential Diffusion Language Model (SDLM) enhances pre-trained autoregressive language models by adaptively determining generation length and maintaining KV-cache compatibility, achieving high eff...

X Description: Sequential Diffusion Language Model (SDLM) enhances pre-trained autoregressive language models by adaptively determining generation length and maintaining KV-cache compatibility, achieving high eff...

Opengraph URL: https://github.com/OpenGVLab/SDLM

X: @github

direct link

Domain: patch-diff.githubusercontent.com

route-pattern/:user_id/:repository
route-controllerfiles
route-actiondisambiguate
fetch-noncev2:c4b3bda5-92a9-b768-8cd7-476da0b3dfd2
current-catalog-service-hashf3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-id91DE:BAB60:30C20AC:4015D93:696B8964
html-safe-noncee3bd7d3d3e6507770f98df988b7007a26a8c8e7e1df971a617200cb3169360d2
visitor-payloadeyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiI5MURFOkJBQjYwOjMwQzIwQUM6NDAxNUQ5Mzo2OTZCODk2NCIsInZpc2l0b3JfaWQiOiI5MTgwNjQ5NDQ5MTc0MzA1MTI0IiwicmVnaW9uX2VkZ2UiOiJpYWQiLCJyZWdpb25fcmVuZGVyIjoiaWFkIn0=
visitor-hmac7bc3bd6df2ef99ee20eb62e6f60594fb7136ab3ea2860a754802de524b185ee2
hovercard-subject-tagrepository:1044353749
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/OpenGVLab/SDLM
twitter:imagehttps://opengraph.githubassets.com/a7e437213a330550e3d1a5d63e4e9476b9e8c484d477faff208f8c2e21037a47/OpenGVLab/SDLM
twitter:cardsummary_large_image
og:imagehttps://opengraph.githubassets.com/a7e437213a330550e3d1a5d63e4e9476b9e8c484d477faff208f8c2e21037a47/OpenGVLab/SDLM
og:image:altSequential Diffusion Language Model (SDLM) enhances pre-trained autoregressive language models by adaptively determining generation length and maintaining KV-cache compatibility, achieving high eff...
og:image:width1200
og:image:height600
og:site_nameGitHub
og:typeobject
hostnamegithub.com
expected-hostnamegithub.com
None5f99f7c1d70f01da5b93e5ca90303359738944d8ab470e396496262c66e60b8d
turbo-cache-controlno-preview
go-importgithub.com/OpenGVLab/SDLM git https://github.com/OpenGVLab/SDLM.git
octolytics-dimension-user_id94522163
octolytics-dimension-user_loginOpenGVLab
octolytics-dimension-repository_id1044353749
octolytics-dimension-repository_nwoOpenGVLab/SDLM
octolytics-dimension-repository_publictrue
octolytics-dimension-repository_is_forkfalse
octolytics-dimension-repository_network_root_id1044353749
octolytics-dimension-repository_network_root_nwoOpenGVLab/SDLM
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
release82560a55c6b2054555076f46e683151ee28a19bc
ui-targetfull
theme-color#1e2327
color-schemelight dark

Links:

Skip to contenthttps://patch-diff.githubusercontent.com/OpenGVLab/SDLM#start-of-content
https://patch-diff.githubusercontent.com/
Sign in https://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2FOpenGVLab%2FSDLM
GitHub CopilotWrite better code with AIhttps://github.com/features/copilot
GitHub SparkBuild and deploy intelligent appshttps://github.com/features/spark
GitHub ModelsManage and compare promptshttps://github.com/features/models
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
GitHub SponsorsFund open source developershttps://github.com/sponsors
Security Labhttps://securitylab.github.com
Maintainer Communityhttps://maintainers.github.com
Acceleratorhttps://github.com/accelerator
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://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2FOpenGVLab%2FSDLM
Sign up https://patch-diff.githubusercontent.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=OpenGVLab%2FSDLM
Reloadhttps://patch-diff.githubusercontent.com/OpenGVLab/SDLM
Reloadhttps://patch-diff.githubusercontent.com/OpenGVLab/SDLM
Reloadhttps://patch-diff.githubusercontent.com/OpenGVLab/SDLM
OpenGVLab https://patch-diff.githubusercontent.com/OpenGVLab
SDLMhttps://patch-diff.githubusercontent.com/OpenGVLab/SDLM
Notifications https://patch-diff.githubusercontent.com/login?return_to=%2FOpenGVLab%2FSDLM
Fork 3 https://patch-diff.githubusercontent.com/login?return_to=%2FOpenGVLab%2FSDLM
Star 89 https://patch-diff.githubusercontent.com/login?return_to=%2FOpenGVLab%2FSDLM
internvl.github.io/blog/2025-09-29-SDLM/https://internvl.github.io/blog/2025-09-29-SDLM/
MIT license https://patch-diff.githubusercontent.com/OpenGVLab/SDLM/blob/main/LICENSE
89 stars https://patch-diff.githubusercontent.com/OpenGVLab/SDLM/stargazers
3 forks https://patch-diff.githubusercontent.com/OpenGVLab/SDLM/forks
Branches https://patch-diff.githubusercontent.com/OpenGVLab/SDLM/branches
Tags https://patch-diff.githubusercontent.com/OpenGVLab/SDLM/tags
Activity https://patch-diff.githubusercontent.com/OpenGVLab/SDLM/activity
Star https://patch-diff.githubusercontent.com/login?return_to=%2FOpenGVLab%2FSDLM
Notifications https://patch-diff.githubusercontent.com/login?return_to=%2FOpenGVLab%2FSDLM
Code https://patch-diff.githubusercontent.com/OpenGVLab/SDLM
Issues 0 https://patch-diff.githubusercontent.com/OpenGVLab/SDLM/issues
Pull requests 0 https://patch-diff.githubusercontent.com/OpenGVLab/SDLM/pulls
Actions https://patch-diff.githubusercontent.com/OpenGVLab/SDLM/actions
Projects 0 https://patch-diff.githubusercontent.com/OpenGVLab/SDLM/projects
Security Uh oh! There was an error while loading. Please reload this page. https://patch-diff.githubusercontent.com/OpenGVLab/SDLM/security
Please reload this pagehttps://patch-diff.githubusercontent.com/OpenGVLab/SDLM
Insights https://patch-diff.githubusercontent.com/OpenGVLab/SDLM/pulse
Code https://patch-diff.githubusercontent.com/OpenGVLab/SDLM
Issues https://patch-diff.githubusercontent.com/OpenGVLab/SDLM/issues
Pull requests https://patch-diff.githubusercontent.com/OpenGVLab/SDLM/pulls
Actions https://patch-diff.githubusercontent.com/OpenGVLab/SDLM/actions
Projects https://patch-diff.githubusercontent.com/OpenGVLab/SDLM/projects
Security https://patch-diff.githubusercontent.com/OpenGVLab/SDLM/security
Insights https://patch-diff.githubusercontent.com/OpenGVLab/SDLM/pulse
Brancheshttps://patch-diff.githubusercontent.com/OpenGVLab/SDLM/branches
Tagshttps://patch-diff.githubusercontent.com/OpenGVLab/SDLM/tags
https://patch-diff.githubusercontent.com/OpenGVLab/SDLM/branches
https://patch-diff.githubusercontent.com/OpenGVLab/SDLM/tags
13 Commitshttps://patch-diff.githubusercontent.com/OpenGVLab/SDLM/commits/main/
https://patch-diff.githubusercontent.com/OpenGVLab/SDLM/commits/main/
assetshttps://patch-diff.githubusercontent.com/OpenGVLab/SDLM/tree/main/assets
assetshttps://patch-diff.githubusercontent.com/OpenGVLab/SDLM/tree/main/assets
evalhttps://patch-diff.githubusercontent.com/OpenGVLab/SDLM/tree/main/eval
evalhttps://patch-diff.githubusercontent.com/OpenGVLab/SDLM/tree/main/eval
sdlmhttps://patch-diff.githubusercontent.com/OpenGVLab/SDLM/tree/main/sdlm
sdlmhttps://patch-diff.githubusercontent.com/OpenGVLab/SDLM/tree/main/sdlm
shellhttps://patch-diff.githubusercontent.com/OpenGVLab/SDLM/tree/main/shell
shellhttps://patch-diff.githubusercontent.com/OpenGVLab/SDLM/tree/main/shell
utilshttps://patch-diff.githubusercontent.com/OpenGVLab/SDLM/tree/main/utils
utilshttps://patch-diff.githubusercontent.com/OpenGVLab/SDLM/tree/main/utils
.gitignorehttps://patch-diff.githubusercontent.com/OpenGVLab/SDLM/blob/main/.gitignore
.gitignorehttps://patch-diff.githubusercontent.com/OpenGVLab/SDLM/blob/main/.gitignore
LICENSEhttps://patch-diff.githubusercontent.com/OpenGVLab/SDLM/blob/main/LICENSE
LICENSEhttps://patch-diff.githubusercontent.com/OpenGVLab/SDLM/blob/main/LICENSE
readme.mdhttps://patch-diff.githubusercontent.com/OpenGVLab/SDLM/blob/main/readme.md
readme.mdhttps://patch-diff.githubusercontent.com/OpenGVLab/SDLM/blob/main/readme.md
requirements.txthttps://patch-diff.githubusercontent.com/OpenGVLab/SDLM/blob/main/requirements.txt
requirements.txthttps://patch-diff.githubusercontent.com/OpenGVLab/SDLM/blob/main/requirements.txt
sdlm_generator.pyhttps://patch-diff.githubusercontent.com/OpenGVLab/SDLM/blob/main/sdlm_generator.py
sdlm_generator.pyhttps://patch-diff.githubusercontent.com/OpenGVLab/SDLM/blob/main/sdlm_generator.py
sdlm_inference.pyhttps://patch-diff.githubusercontent.com/OpenGVLab/SDLM/blob/main/sdlm_inference.py
sdlm_inference.pyhttps://patch-diff.githubusercontent.com/OpenGVLab/SDLM/blob/main/sdlm_inference.py
zero_stage1_config.jsonhttps://patch-diff.githubusercontent.com/OpenGVLab/SDLM/blob/main/zero_stage1_config.json
zero_stage1_config.jsonhttps://patch-diff.githubusercontent.com/OpenGVLab/SDLM/blob/main/zero_stage1_config.json
zero_stage2_config.jsonhttps://patch-diff.githubusercontent.com/OpenGVLab/SDLM/blob/main/zero_stage2_config.json
zero_stage2_config.jsonhttps://patch-diff.githubusercontent.com/OpenGVLab/SDLM/blob/main/zero_stage2_config.json
zero_stage3_config.jsonhttps://patch-diff.githubusercontent.com/OpenGVLab/SDLM/blob/main/zero_stage3_config.json
zero_stage3_config.jsonhttps://patch-diff.githubusercontent.com/OpenGVLab/SDLM/blob/main/zero_stage3_config.json
READMEhttps://patch-diff.githubusercontent.com/OpenGVLab/SDLM
MIT licensehttps://patch-diff.githubusercontent.com/OpenGVLab/SDLM
https://patch-diff.githubusercontent.com/OpenGVLab/SDLM#sequential-diffusion-language-models
https://huggingface.co/papers/2509.24007
https://internvl.github.io/blog/2025-09-29-SDLM/
https://huggingface.co/collections/OpenGVLab/sdlm-68ac82709d7c343ad36aa552
https://patch-diff.githubusercontent.com/OpenGVLab/SDLM#news
self_speculative_generate_cachedhttps://github.com/OpenGVLab/SDLM/blob/main/sdlm_generator.py#L286
SDLMhttps://huggingface.co/papers/2509.24007
training and inference codehttps://github.com/OpenGVLab/SDLM
datasethttps://github.com/OpenGVLab/SDLM/blob/7aeff4bd98b563a6cc7eb028c0f06556af8d4edb/readme.md?plain=1#L173
https://patch-diff.githubusercontent.com/OpenGVLab/SDLM#contents
Model Zoohttps://patch-diff.githubusercontent.com/OpenGVLab/SDLM#modelzoo
Introductionhttps://patch-diff.githubusercontent.com/OpenGVLab/SDLM#introduction
Inferencehttps://patch-diff.githubusercontent.com/OpenGVLab/SDLM#inference
Trainhttps://patch-diff.githubusercontent.com/OpenGVLab/SDLM#train
Evaluationhttps://patch-diff.githubusercontent.com/OpenGVLab/SDLM#evaluation
https://patch-diff.githubusercontent.com/OpenGVLab/SDLM#todo-list
https://patch-diff.githubusercontent.com/OpenGVLab/SDLM#modelzoo
Qwen2.5-3Bhttps://huggingface.co/Qwen/Qwen2.5-3B
https://huggingface.co/OpenGVLab/SDLM-3B-D4https://huggingface.co/OpenGVLab/SDLM-3B-D4
Qwen2.5-3Bhttps://huggingface.co/Qwen/Qwen2.5-3B
https://huggingface.co/OpenGVLab/SDLM-3B-D8https://huggingface.co/OpenGVLab/SDLM-3B-D8
Qwen2.5-32Bhttps://huggingface.co/Qwen/Qwen2.5-32B
https://huggingface.co/OpenGVLab/SDLM-32B-D4https://huggingface.co/OpenGVLab/SDLM-32B-D4
https://patch-diff.githubusercontent.com/OpenGVLab/SDLM#introduction
https://patch-diff.githubusercontent.com/OpenGVLab/SDLM#overall
https://patch-diff.githubusercontent.com/OpenGVLab/SDLM/blob/main/assets/framwork_compare.png
https://patch-diff.githubusercontent.com/OpenGVLab/SDLM#methods
https://patch-diff.githubusercontent.com/OpenGVLab/SDLM/blob/main/assets/framework.png
https://patch-diff.githubusercontent.com/OpenGVLab/SDLM#performance
https://patch-diff.githubusercontent.com/OpenGVLab/SDLM/blob/main/assets/main_exp1.png
https://patch-diff.githubusercontent.com/OpenGVLab/SDLM/blob/main/assets/main_exp2.png
https://patch-diff.githubusercontent.com/OpenGVLab/SDLM#trade-off-between-performance-and-speed
https://patch-diff.githubusercontent.com/OpenGVLab/SDLM/blob/main/assets/ablation_tau.png
https://patch-diff.githubusercontent.com/OpenGVLab/SDLM#inference
https://patch-diff.githubusercontent.com/OpenGVLab/SDLM#inference-with-self-speculative-decoding
https://patch-diff.githubusercontent.com/OpenGVLab/SDLM#train
meta.jsonhttps://patch-diff.githubusercontent.com/OpenGVLab/SDLM/blob/main/shell/playground/data/meta/sft_opc436k_scale_math_1m_smoltalk_1m_tulu_1m.json
InternVL chat data formathttps://internvl.readthedocs.io/en/latest/get_started/chat_data_format.html
preprocess_scalequestmath.pyhttps://patch-diff.githubusercontent.com/OpenGVLab/SDLM/blob/main/utils/data_process/preprocess_scalequestmath.py
ScaleQuest-Mathhttps://huggingface.co/datasets/dyyyyyyyy/ScaleQuest-Math
Opc-sft-stage2https://huggingface.co/datasets/OpenCoder-LLM/opc-sft-stage2
Smoltalkhttps://huggingface.co/datasets/HuggingFaceTB/smoltalk
Tulu-3-sft-mixturehttps://huggingface.co/datasets/allenai/tulu-3-sft-mixture
SciRIFFhttps://huggingface.co/datasets/allenai/SciRIFF
Table-GPThttps://huggingface.co/datasets/LipengCS/Table-GPT
shell/trainhttps://patch-diff.githubusercontent.com/OpenGVLab/SDLM/blob/main/shell/train
https://patch-diff.githubusercontent.com/OpenGVLab/SDLM/blob/main/assets/hyper-param.png
https://patch-diff.githubusercontent.com/OpenGVLab/SDLM/blob/main/assets/train_log_3b.png
https://patch-diff.githubusercontent.com/OpenGVLab/SDLM#evaluation
Opencompasshttps://github.com/open-compass/opencompass
evaluation guidehttps://patch-diff.githubusercontent.com/OpenGVLab/SDLM/blob/main/eval/with_opencompass/readme.md
https://patch-diff.githubusercontent.com/OpenGVLab/SDLM#case
https://patch-diff.githubusercontent.com/OpenGVLab/SDLM/blob/main/assets/case.gif
https://patch-diff.githubusercontent.com/OpenGVLab/SDLM#acknowledge
InternVLhttps://github.com/OpenGVLab/InternVL/tree/main
SMDMhttps://github.com/ML-GSAI/SMDM
LLaDAhttps://github.com/ML-GSAI/LLaDA
Dreamhttps://github.com/HKUNLP/Dream
Block Diffusionhttps://github.com/kuleshov-group/bd3lms
Qwen2.5https://qwenlm.github.io/blog/qwen2.5-llm/
Opencompasshttps://github.com/open-compass/opencompass
https://patch-diff.githubusercontent.com/OpenGVLab/SDLM#citation
internvl.github.io/blog/2025-09-29-SDLM/https://internvl.github.io/blog/2025-09-29-SDLM/
gpt https://patch-diff.githubusercontent.com/topics/gpt
language-model https://patch-diff.githubusercontent.com/topics/language-model
diffusion-models https://patch-diff.githubusercontent.com/topics/diffusion-models
llm https://patch-diff.githubusercontent.com/topics/llm
Readme https://patch-diff.githubusercontent.com/OpenGVLab/SDLM#readme-ov-file
MIT license https://patch-diff.githubusercontent.com/OpenGVLab/SDLM#MIT-1-ov-file
Please reload this pagehttps://patch-diff.githubusercontent.com/OpenGVLab/SDLM
Activityhttps://patch-diff.githubusercontent.com/OpenGVLab/SDLM/activity
Custom propertieshttps://patch-diff.githubusercontent.com/OpenGVLab/SDLM/custom-properties
89 starshttps://patch-diff.githubusercontent.com/OpenGVLab/SDLM/stargazers
0 watchinghttps://patch-diff.githubusercontent.com/OpenGVLab/SDLM/watchers
3 forkshttps://patch-diff.githubusercontent.com/OpenGVLab/SDLM/forks
Report repository https://patch-diff.githubusercontent.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2FOpenGVLab%2FSDLM&report=OpenGVLab+%28user%29
Releaseshttps://patch-diff.githubusercontent.com/OpenGVLab/SDLM/releases
Packages 0https://patch-diff.githubusercontent.com/orgs/OpenGVLab/packages?repo_name=SDLM
Contributors 2https://patch-diff.githubusercontent.com/OpenGVLab/SDLM/graphs/contributors
https://github.com/lll2343
lll2343 Yangzhou Liu https://github.com/lll2343
https://github.com/yuecao0119
yuecao0119 Yue Cao https://github.com/yuecao0119
Python 98.7% https://patch-diff.githubusercontent.com/OpenGVLab/SDLM/search?l=python
Shell 1.3% https://patch-diff.githubusercontent.com/OpenGVLab/SDLM/search?l=shell
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.