René's URL Explorer Experiment


Title: GitHub - Forgingalex/agentic-inference: A set of experiments showing how adding self-reflection and iterative inference steps can improve the reasoning ability of small language models on simple tasks. · GitHub

Open Graph Title: GitHub - Forgingalex/agentic-inference: A set of experiments showing how adding self-reflection and iterative inference steps can improve the reasoning ability of small language models on simple tasks.

X Title: GitHub - Forgingalex/agentic-inference: A set of experiments showing how adding self-reflection and iterative inference steps can improve the reasoning ability of small language models on simple tasks.

Description: A set of experiments showing how adding self-reflection and iterative inference steps can improve the reasoning ability of small language models on simple tasks. - Forgingalex/agentic-inference

Open Graph Description: A set of experiments showing how adding self-reflection and iterative inference steps can improve the reasoning ability of small language models on simple tasks. - Forgingalex/agentic-inference

X Description: A set of experiments showing how adding self-reflection and iterative inference steps can improve the reasoning ability of small language models on simple tasks. - Forgingalex/agentic-inference

Opengraph URL: https://github.com/Forgingalex/agentic-inference

X: @github

direct link

Domain: github.com

route-pattern/:user_id/:repository
route-controllerfiles
route-actiondisambiguate
fetch-noncev2:13221b08-f6db-2258-dde5-23c34813b90e
current-catalog-service-hashf3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-idED72:324B70:2A4D89:3C9071:6A4BC390
html-safe-nonce3452ce9358ea226ad6b56379fa6973818e80e55ae701a733fe69e9ec8dbd047c
visitor-payloadeyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJFRDcyOjMyNEI3MDoyQTREODk6M0M5MDcxOjZBNEJDMzkwIiwidmlzaXRvcl9pZCI6IjQzODA2MzExNDYzNTE1NDMxODQiLCJyZWdpb25fZWRnZSI6ImlhZCIsInJlZ2lvbl9yZW5kZXIiOiJpYWQifQ==
visitor-hmac666aea452715e47e22b62beee821125374871c8f765eadb3284483f341ff6bc4
hovercard-subject-tagrepository:1111460670
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/Forgingalex/agentic-inference
twitter:imagehttps://opengraph.githubassets.com/26e994f846a14f5beb78ee0723575d9130493fa91718e26ee582aecdf6aef99a/Forgingalex/agentic-inference
twitter:cardsummary_large_image
og:imagehttps://opengraph.githubassets.com/26e994f846a14f5beb78ee0723575d9130493fa91718e26ee582aecdf6aef99a/Forgingalex/agentic-inference
og:image:altA set of experiments showing how adding self-reflection and iterative inference steps can improve the reasoning ability of small language models on simple tasks. - Forgingalex/agentic-inference
og:image:width1200
og:image:height600
og:site_nameGitHub
og:typeobject
hostnamegithub.com
expected-hostnamegithub.com
None14aa00ce5bdb34d0eefb5facbffd7de9e144c688d8a93ef8df902d5f94b51dd7
turbo-cache-controlno-cache
go-importgithub.com/Forgingalex/agentic-inference git https://github.com/Forgingalex/agentic-inference.git
octolytics-dimension-user_id225970313
octolytics-dimension-user_loginForgingalex
octolytics-dimension-repository_id1111460670
octolytics-dimension-repository_nwoForgingalex/agentic-inference
octolytics-dimension-repository_publictrue
octolytics-dimension-repository_is_forkfalse
octolytics-dimension-repository_network_root_id1111460670
octolytics-dimension-repository_network_root_nwoForgingalex/agentic-inference
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
release58b8f89190447502561829f30862aa0a99d53367
ui-targetfull
theme-color#1e2327
color-schemelight dark

Links:

Skip to contenthttps://github.com/Forgingalex/agentic-inference#start-of-content
https://github.com/
Sign in https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2FForgingalex%2Fagentic-inference
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%2FForgingalex%2Fagentic-inference
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=Forgingalex%2Fagentic-inference
Reloadhttps://github.com/Forgingalex/agentic-inference
Reloadhttps://github.com/Forgingalex/agentic-inference
Reloadhttps://github.com/Forgingalex/agentic-inference
Forgingalex https://github.com/Forgingalex
agentic-inferencehttps://github.com/Forgingalex/agentic-inference
Notifications https://github.com/login?return_to=%2FForgingalex%2Fagentic-inference
Fork 0 https://github.com/login?return_to=%2FForgingalex%2Fagentic-inference
Star 2 https://github.com/login?return_to=%2FForgingalex%2Fagentic-inference
Code https://github.com/Forgingalex/agentic-inference
Issues 0 https://github.com/Forgingalex/agentic-inference/issues
Pull requests 0 https://github.com/Forgingalex/agentic-inference/pulls
Actions https://github.com/Forgingalex/agentic-inference/actions
Projects https://github.com/Forgingalex/agentic-inference/projects
Security and quality 0 https://github.com/Forgingalex/agentic-inference/security
Insights https://github.com/Forgingalex/agentic-inference/pulse
Code https://github.com/Forgingalex/agentic-inference
Issues https://github.com/Forgingalex/agentic-inference/issues
Pull requests https://github.com/Forgingalex/agentic-inference/pulls
Actions https://github.com/Forgingalex/agentic-inference/actions
Projects https://github.com/Forgingalex/agentic-inference/projects
Security and quality https://github.com/Forgingalex/agentic-inference/security
Insights https://github.com/Forgingalex/agentic-inference/pulse
https://github.com/Forgingalex/agentic-inference
Brancheshttps://github.com/Forgingalex/agentic-inference/branches
Tagshttps://github.com/Forgingalex/agentic-inference/tags
https://github.com/Forgingalex/agentic-inference/branches
https://github.com/Forgingalex/agentic-inference/tags
3 Commitshttps://github.com/Forgingalex/agentic-inference/commits/main/
https://github.com/Forgingalex/agentic-inference/commits/main/
agentshttps://github.com/Forgingalex/agentic-inference/tree/main/agents
agentshttps://github.com/Forgingalex/agentic-inference/tree/main/agents
benchmarkshttps://github.com/Forgingalex/agentic-inference/tree/main/benchmarks
benchmarkshttps://github.com/Forgingalex/agentic-inference/tree/main/benchmarks
modelshttps://github.com/Forgingalex/agentic-inference/tree/main/models
modelshttps://github.com/Forgingalex/agentic-inference/tree/main/models
plotshttps://github.com/Forgingalex/agentic-inference/tree/main/plots
plotshttps://github.com/Forgingalex/agentic-inference/tree/main/plots
taskshttps://github.com/Forgingalex/agentic-inference/tree/main/tasks
taskshttps://github.com/Forgingalex/agentic-inference/tree/main/tasks
.gitignorehttps://github.com/Forgingalex/agentic-inference/blob/main/.gitignore
.gitignorehttps://github.com/Forgingalex/agentic-inference/blob/main/.gitignore
LICENSEhttps://github.com/Forgingalex/agentic-inference/blob/main/LICENSE
LICENSEhttps://github.com/Forgingalex/agentic-inference/blob/main/LICENSE
README.mdhttps://github.com/Forgingalex/agentic-inference/blob/main/README.md
README.mdhttps://github.com/Forgingalex/agentic-inference/blob/main/README.md
requirements.txthttps://github.com/Forgingalex/agentic-inference/blob/main/requirements.txt
requirements.txthttps://github.com/Forgingalex/agentic-inference/blob/main/requirements.txt
READMEhttps://github.com/Forgingalex/agentic-inference
Licensehttps://github.com/Forgingalex/agentic-inference
https://github.com/Forgingalex/agentic-inference#agentic-inference-iterative-self-reflection-in-small-language-models
https://github.com/Forgingalex/agentic-inference#core-objective
https://github.com/Forgingalex/agentic-inference#evaluation-results
https://github.com/Forgingalex/agentic-inference/blob/main/plots/research_graph.png
https://github.com/Forgingalex/agentic-inference#system-architecture
https://github.com/Forgingalex/agentic-inference#model-integration
https://github.com/Forgingalex/agentic-inference#agentic-design-patterns
https://github.com/Forgingalex/agentic-inference#technical-implementation-and-challenges
https://github.com/Forgingalex/agentic-inference#robust-output-parsing
https://github.com/Forgingalex/agentic-inference#data-sanitization
https://github.com/Forgingalex/agentic-inference#floating-point-validation
https://github.com/Forgingalex/agentic-inference#research-findings-and-observations
https://github.com/Forgingalex/agentic-inference#the-self-correction-paradox
https://github.com/Forgingalex/agentic-inference#inference-latency-vs-accuracy
https://github.com/Forgingalex/agentic-inference#emergent-capabilities-at-scale
https://github.com/Forgingalex/agentic-inference#reproduction-steps
https://github.com/Forgingalex/agentic-inference#environment-setup
https://github.com/Forgingalex/agentic-inference#execution
https://github.com/Forgingalex/agentic-inference#conclusion
Readme https://github.com/Forgingalex/agentic-inference#readme-ov-file
View license https://github.com/Forgingalex/agentic-inference#License-1-ov-file
Please reload this pagehttps://github.com/Forgingalex/agentic-inference
Activityhttps://github.com/Forgingalex/agentic-inference/activity
0 forkshttps://github.com/Forgingalex/agentic-inference/forks
Report repository https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2FForgingalex%2Fagentic-inference&report=Forgingalex+%28user%29
Releaseshttps://github.com/Forgingalex/agentic-inference/releases
Packages 0https://github.com/users/Forgingalex/packages?repo_name=agentic-inference
Please reload this pagehttps://github.com/Forgingalex/agentic-inference
Contributorshttps://github.com/Forgingalex/agentic-inference/graphs/contributors
Please reload this pagehttps://github.com/Forgingalex/agentic-inference
Python 100.0% https://github.com/Forgingalex/agentic-inference/search?l=python
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.