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#endpoints — Public Fediverse posts

Live and recent posts from across the Fediverse tagged #endpoints, aggregated by home.social.

  1. Making the most out of a small LLM

    Yesterday i finally built my own #AI #server. I had a spare #Nvidia RTX 2070 with 8GB of #VRAM laying around and wanted to do this for a long time.

    The problem is that most #LLMs need a lot of VRAM and i don't want to buy another #GPU just to host my own AI. Then i came across #gemma3 and #qwen3. Both of these are amazing #quantized models with stunning reasoning given that they need so less resources.

    I chose huihui_ai/qwen3-abliterated:14b since it supports #deepthinking, #toolcalling and is pretty unrestricted. After some testing i noticed that the 8b model performs even better than the 14b variant with drastically better performance. I can't make out any quality loss there to be honest. The 14b model sneaked in chinese characters into the response very often. The 8b model on the other hand doesn't.

    Now i've got a very fast model with amazing reasoning (even in German) and tool calling support. The only thing left to improve is knowledge. #Firecrawl is a great tool for #webscraping and as soon as i implemented websearching, the setup was complete. At least i thought it was.

    I want to make the most out of this LLM and therefore my next step is to implement a basic #webserver that exposes the same #API #endpoints as #ollama so that everywhere ollama is supported, i can point it to my python script instead. This way it feels like the model is way more capable than it actually is. I can use these advanced features everywhere without being bound to it's actual knowledge.

    To improve this setup even more i will likely switch to a #mixture_of_experts architecture soon. This project is a lot of fun and i can't wait to integrate it into my homelab.

    #homelab #selfhosting #privacy #ai #llm #largelanguagemodels #coding #developement

  2. Today i've nearly finished the transition to #Vue.

    Next steps are adding more #API #endpoints, implementing the pages in the #frontend and finally #dockerizing and publishing it 🔥

    #coding #developement #docker #linux #sysadmin #selfhosting #homelab #homeserver #server

  3. Контракт REST API: Пригладим названия

    А сколько у вас в компании во внутренних системах используется наименований одного и того же поля в API? А сколько способов назвать поле, которое перечисляет список id? Я часто сталкиваюсь с тем, что при проектировании и разработке HTTP REST API команды (чаще неосознанно) собирают целый семантический и лексический зоопарк наименований. Потом бывает сложно разобраться, что нужно записать в определенное поле, или какое название поля выбрать для перечисления списка ID из уже существующих. Поэтому я однажды собрала для себя и коллег гайд–чек-лист под названием “Приглаживаем названия в API” и теперь публикую его для широкой аудитории. Уверена, что он кому-то да пригодится.

    habr.com/ru/articles/860010/

    #api #json #get #rest #http #restfull #endpoints

  4. they are not #officially supported and they might have access to private #endpoints.

  5. @resingm a #microphone in a hotel room in #singapore should be enough .. no need for high tech encryption if you do not control the #endpoints neither.

  6. Troubleshooting #AWS #VPC #Endpoints
    ~~
    ACM.318 When you cannot access AWS Services or your response time slows down after deploying VPC endpoints and how to fix it
    ~~
    Not sure this is how it’s supposed to work. 🤔 But this fixes it.

    medium.com/cloud-security/trou

  7. More remote employees means more sensitive #data stored on #laptops is at risk.
    @Venn_Software raises $29M series A #funding for secure enclaves on #endpoints to protect sensitive data

    bankinfosecurity.com/venn-rais

  8. Have you heard of OpenAPI Tags? They are a great way to organize the in your API Contract based on standard.
    We cover the topic with pratical and live examples you can interact with in our new article. Read it here: bump.sh/blog/openapi-tags-orga

  9. At least 20 percent of #enterprise #endpoints remain unpatched after the remediation is completed, meaning that a fifth of machines still have a significant number of #legacy #vulnerabilities that could be exploited at any time. tchlp.com/3JECDrN

  10. We ask #ChatGPT about an oft overlooked policy that you should be putting in place when using #VPC #Endpoints in #AWS. Do NOT inadvertently allow access to other tenants' resources!

    FOLLOW US as we explore cloud network security with #AI.

    #awssecurity

  11. While #GCP make it more obvious, I have always suspected that #VPC #endpoints in #AWS are actually NAT instances behind the scenes simply translating network addresses. Reason being they take so long to spin up and shut down🤔

    But why would anybody charge exorbitantly for just NAT😬

    infosec.exchange/@ChaserSystem

  12. Check it out.
    Microsoft Visual Studio now has Endpoints Explorer feature to show you all the endpoints available in your ASP.NET Core project.

    This is a preview feature that you can enable by simply searching on the top search bar for Endpoints Explorer - super simple and easy to use.

    This feature is available in Visual Studio 2022 Preview 3.0

    #visualstudio #dotnet #csharp #endpoints #apis

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