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Erdal
2,053 posts
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Erdal
@ErdalToprak
AI Engineer | ๐Ÿ‡บ๐Ÿ‡ธ๐Ÿ‡ซ๐Ÿ‡ท๐Ÿ‡น๐Ÿ‡ท
Nice, France
erdaltoprak.com
Born February 27
Joined February 2010
185
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729
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  • user avatar
    Erdal
    @ErdalToprak
    Jul 4, 2025
    Just canceled my @cursor_ai subscription after a year of usage. Itโ€™s clear that if you donโ€™t fully own your software and AI stack you will be subject to companies disturbing your workflow
    312K
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    Erdal
    @ErdalToprak
    Jan 21, 2024
    Replying to @abacaj
    Owning the hardware is great! If anyone is interested in an homelab guide for your next AI project, I wrote a post a few months ago (featuring proxmox, gpu passthrough and initial software setup)
    Open Graph preview image for "AI Homelab - A guide into hardware to software considerations" on Erdal Toprak
    Erdal Toprak | AI Homelab - A guide into hardware to software considerations
    From erdaltoprak.com
    11K
  • user avatar
    Erdal
    @ErdalToprak
    Oct 5, 2024
    ๐Ÿ“ท @NousResearch
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    17K
  • user avatar
    Erdal
    @ErdalToprak
    Jul 5, 2025
    Replying to @steipete
    Iโ€™ve been doing it since the beginning all I need for any repo are - a file tree - a comprehensive text + diagrams readme - a contributing file - a changelog file And finally the issue / feature to build Each commit is a changelog block
    9.5K
  • user avatar
    Erdal
    @ErdalToprak
    Jul 5, 2025
    Replying to @ErdalToprak
    If youโ€™re wondering how to get started with a local AI setup, I wrote an article a few years ago! Basically proxmox + lxc / vm Inference with vllm
    Open Graph preview image for "AI Homelab - A guide into hardware to software considerations" on Erdal Toprak
    Erdal Toprak | AI Homelab - A guide into hardware to software considerations
    From erdaltoprak.com
    9.7K
  • user avatar
    Erdal
    @ErdalToprak
    Jul 4, 2025
    Replying to @sdrzn
    In my current org Cline is one of the few approved extensions thanks for the amazing work Saoud!
    13K
  • user avatar
    Erdal
    @ErdalToprak
    Apr 15, 2025
    vLLM is the only way for personal projects and large scale production environments, the number of features and community involvement is incredible
    user avatar
    kalomaze
    Prime Intellect
    @kalomaze
    Apr 15, 2025
    ggerganov has it rough. imagine writing the backend for your llm inference in C++... then some rando group wraps it with a non-compatible API, calls it "ollama", which gets a majority of the outside attention and support
    20K
  • user avatar
    Erdal
    @ErdalToprak
    Jul 12, 2025
    Replying to @forgebitz
    This is where good system design, docs, file trees, function signatures, tests make the difference between vibe coded slop and production at scale
    4.4K
  • user avatar
    Erdal
    @ErdalToprak
    Aug 29, 2025
    Replying to @an21m
    > Checks the Snap docs for API to post content > Nothing
    19K
  • user avatar
    Erdal
    @ErdalToprak
    Apr 22, 2025
    In my AI team we released today our first batch of agents using @AgnoAgi! (cc @ashpreetbedi) The framework is super well thought out and integrates very well with our @vllm_project cluster
    4.3K
  • user avatar
    Erdal
    @ErdalToprak
    Jun 8, 2025
    Replying to @teknium
    OpenAI has les restrictions on medical examination usages so thatโ€™s something
    4.4K
  • user avatar
    Erdal
    @ErdalToprak
    Aug 28, 2025
    Replying to @pk_iv and @garrytan
    > Everyone uses CF > CF disallows other AIs > ID for agents > Govs are pushing for IDs There is almost zero path to decentralization tldr: imo this isn't helping
    2.2K
  • user avatar
    Erdal
    @ErdalToprak
    Jul 5, 2025
    Replying to @ErdalToprak
    Also wrote a script to automate AI environment setup on a new machine
    user avatar
    Erdal
    @ErdalToprak
    May 25, 2025
    I created a script that automates the setup of a fresh Ubuntu 24.04 server for AI/ML development work. It handles the complete installation and configuration of Docker, ZSH, Python (via pyenv), Node (via n), NVIDIA drivers and the NVIDIA Container Toolkit, basically everything
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    15K
  • user avatar
    Erdal
    @ErdalToprak
    Jul 4, 2025
    Replying to @vltansky and @cursor_ai
    Running models on my own GPU, looking to buy more and on the software side leaning more into vscode / zed + custom ai cli with tools that I made a while back (like Claude code) Building / Fixing according to architecture designs, requirements and issues
    10K

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