Just a stranger trying things.

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Joined 1 year ago
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Cake day: July 16th, 2023

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  • I’m not sure I see the issue to be honest. The development is made in the open, the architecture is pretty flexible and is designed to be rather robust to rug pulls specifically such that less trust is required in the model.

    Also, whenever these discussions happen, I can’t stop feeling that it is somehow also meant to imply that mastodon is somehow better. And I am not a fan of that, as if there could only be one good social network. The internet is better with multiple services, multiple of many things. That’s how there is cooperation, compatibility and development for the better.








  • I didn’t say it can’t. But I’m not sure how well it is optimized for it. From my initial testing it queues queries and submits them one after another to the model, I have not seen it batch compute the queries, but maybe it’s a setup thing on my side. vLLM on the other hand is designed specifically for the multi co current user use case and has multiple optimizations for it.


  • The Hobbyist@lemmy.ziptoSelfhosted@lemmy.worldSelf-hosting LLMs
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    17 days ago

    I run the Mistral-Nemo(12B) and Mistral-Small (22B) on my GPU and they are pretty code. As others have said, the GPU memory is one of the most limiting factors. 8B models are decent, 15-25B models are good and 70B+ models are excellent (solely based on my own experience). Go for q4_K models, as they will run many times faster than higher quantization with little performance degradation. They typically come in S (Small), M (Medium) and (Large) and take the largest which fits in your GPU memory. If you go below q4, you may see more severe and noticeable performance degradation.

    If you need to serve only one user at the time, ollama +Webui works great. If you need multiple users at the same time, check out vLLM.

    Edit: I’m simplifying it very much, but hopefully should it is simple and actionable as a starting point. I’ve also seen great stuff from Gemma2-27B

    Edit2: added links

    Edit3: a decent GPU regarding bang for buck IMO is the RTX 3060 with 12GB. It may be available on the used market for a decent price and offers a good amount of VRAM and GPU performance for the cost. I would like to propose AMD GPUs as they offer much more GPU mem for their price but they are not all as supported with ROCm and I’m not sure about the compatibility for these tools, so perhaps others can chime in.

    Edit4: you can also use openwebui with vscode with the continue.dev extension such that you can have a copilot type LLM in your editor.








  • I’m very grateful for your extended help. I’ve made some progress. I’m able to get the prompt to appear asking me for my passphrase to unlock the right partition (sda3 in my case). Entering the passphrase, however, drops me in the Dracut emergency shell after ~3min of dracut logs, seemingly looping. (Edit: the reason for why it drops me in the shell is very unclear. It says Dropping to debug shell. /bin/sh: can't access tty: job control turned off. And if I try to exit the dracut shell, it says dracut Warning: could not boot.).

    In the Dracut emergency shell, checking /dev/mapper/ I see a luks-<sda3-uuid> listed. Running blkid I see it listed too with TYPE=crypto_LUKS. I also see a dev/dm-0 with a dedicated UUID, in ext4. I ran blkid which shows:

    /dev/mapper/luks-705fc477-573a-4ef6-81b6-a14c43cda1f5: UUID="57955343-922a-4918-9bc1-797ca8d13a9c" TYPE="ext4"
    /dev/sda1: UUID="cc5e0b03-3544-4bef-ab8b-8b72dd236926" TYPE="ext4"
    /dev/sda2: UUID="4df1af6c-3199-4bb2-bb12-bcf897cfc6fc" TYPE="swap"
    /dev/sda3: UUID="705fc477-573a-4ef6-81b6-a14c43cda1f5" TYPE="crypto_LUKS"
    /dev/dm-0: UUID="57955343-922a-4918-9bc1-797ca8d13a9c" TYPE="ext4"
    

    I checked the status of the filesystem running cryptsetup status /dev/mapper/luks-<sda3-uuid> and it says it is active, which I guess means it is unlocked?

    I checked the /root directory, and it is empty. So I tried to mount the partition myself: mount /dev/mapper/luks-<sda3-uuid> /root but it fails saying mount: mounting /dev/mapper/luks-<sda3-uuid> on /root failed: No such file or directory and that got me really puzzled? I’ve been searching far and wide but I can’t seem to find anyone with a similar situation. I feel like I’m close to getting this working.

    Below is my syslinux kernel config, and the 2nd and 3rd items are what I booted into (/boot/extlinux.conf)

    # Generated by update-extlinux 6.04_pre1-r15
    DEFAULT menu.c32
    PROMPT 0
    MENU TITLE Alpine/Linux Boot Menu
    MENU HIDDEN
    MENU AUTOBOOT Alpine will be booted automatically in # seconds.
    TIMEOUT 10
    LABEL lts
      MENU DEFAULT
      MENU LABEL Linux lts
      LINUX vmlinuz-lts
      INITRD initramfs-lts
      APPEND root=/dev/mapper/root modules=sd-mod,usb-storage,ext4 cryptroot=UUID=705fc477-573a-4ef6-81b6-a14c43cda1f5 cryptdm=root rootfstype=ext4 rd.debug log_buf_len=1M rd.shell
    
    LABEL lts
      MENU DEFAULT
      MENU LABEL Dracut Linux lts
      LINUX vmlinuz-lts
      INITRD /boot/initramfs-6.6.56-0-lts.img
      APPEND root=/dev/mapper/luks-705fc477-573a-4ef6-81b6-a14c43cda1f5 modules=sd-mod,usb-storage,ext4 rootfstype=ext4 rd.shell rd.debug log_buf_len=1M rd.luks.uuid=705fc477-573a-4ef6-81b6-a14c43cda1f5
    
    LABEL lts
      MENU DEFAULT
      MENU LABEL Dracut Linux lts 2
      LINUX vmlinuz-lts
      INITRD /boot/initramfs-6.6.56-0-lts.img
      APPEND modules=sd-mod,usb-storage,ext4,dm,crypt,rootfs-block rootfstype=ext4 rootflags=rw,relatime rd.shell rd.debug log_buf_len=1M root=UUID=57955343-922a-4918-9bc1-797ca8d13a9c rd.luks.uuid=705fc477-573a-4ef6-81b6-a14c43cda1f5
    

    And here the /proc/cmdline of the booted partition:

    BOOT_IMAGE=vmlinuz-lts modules=sd-mod,usb-storage,ext4,dm,crypt,rootfs-block rootfstype=ext4 rootflags=rw,relatime rd.shell rd.debug log_buf_len=1M root=UUID=57955343-922a-4918-9bc1-797ca8d13a9c rd.luks.uuid=705fc477-573a-4ef6-81b6-a14c43cda1f5 initrd=/boot/initramfs-6.6.56-0-lts.img
    

    Here is my setup, when I boot in my regular initramfs (the one I’m trying to replicate using dracut):

    mytestalpine:~# lsblk -o NAME,FSTYPE,FSVER,LABEL,UUID,FSAVAIL,FSUSE%,MOUNTPOINTS
    NAME     FSTYPE      FSVER LABEL UUID                                 FSAVAIL FSUSE% MOUNTPOINTS
    sda                                                                                  
    ├─sda1   ext4                    cc5e0b03-3544-4bef-ab8b-8b72dd236926  195.5M    21% /boot
    ├─sda2   swap                    4df1af6c-3199-4bb2-bb12-bcf897cfc6fc                [SWAP]
    └─sda3   crypto_LUKS             705fc477-573a-4ef6-81b6-a14c43cda1f5                
      └─root ext4                    57955343-922a-4918-9bc1-797ca8d13a9c    2.3G     8% /
    
    mytestalpine:~# lsblk -l -n /dev/sda3
    sda3   8:3   0  2.8G 0 part  
    root 253:0   0  2.8G 0 crypt /
    

    Note: No idea of the relevance, but I’m testing this setup in a VM, with a BIOS firmware.


  • Thank you for your help. I spent time digging into this rabbit hole, and while I’ve learned a lot, I am struggling to get the basics to work. Right now, I’m focusing on being able to just boot an image I created using dracut, excluding all the initial stuff I wanted, just be able to reproduce the original functionality of being able to unlock my luks partition using my keyboard.

    Where I’m at: I am building my initramfs using the following command: dracut -f -v --add crypt --add lvm --add dm. I get the following output log:

    Output log

    mytestalpine:~# dracut -f -v --add crypt --add lvm --add dm dracut[I]: Executing: /usr/bin/dracut -f -v --add crypt --add lvm --add dm dracut[I]: Module ‘dash’ will not be installed, because command ‘dash’ could not be found! dracut[I]: Module ‘mksh’ will not be installed, because command ‘mksh’ could not be found! dracut[I]: Module ‘caps’ will not be installed, because command ‘capsh’ could not be found! dracut[I]: Module ‘modsign’ will not be installed, because command ‘keyctl’ could not be found! dracut[I]: Module ‘i18n’ will not be installed, because command ‘loadkeys’ could not be found! dracut[I]: Module ‘url-lib’ will not be installed, because command ‘curl’ could not be found! dracut[I]: Module ‘btrfs’ will not be installed, because command ‘btrfs’ could not be found! dracut[I]: Module ‘dmraid’ will not be installed, because command ‘dmraid’ could not be found! dracut[I]: Module ‘dmsquash-live-ntfs’ will not be installed, because command ‘ntfs-3g’ could not be found! dracut[I]: Module ‘mdraid’ will not be installed, because command ‘mdadm’ could not be found! dracut[I]: Module ‘crypt-gpg’ will not be installed, because command ‘gpg’ could not be found! dracut[I]: Module ‘cifs’ will not be installed, because command ‘mount.cifs’ could not be found! dracut[I]: Module ‘iscsi’ will not be installed, because command ‘iscsi-iname’ could not be found! dracut[I]: Module ‘iscsi’ will not be installed, because command ‘iscsiadm’ could not be found! dracut[I]: Module ‘iscsi’ will not be installed, because command ‘iscsid’ could not be found! dracut[I]: 95nfs: Could not find any command of ‘rpcbind portmap’! dracut[I]: Module ‘nvmf’ will not be installed, because command ‘nvme’ could not be found! dracut[I]: Module ‘nvmf’ will not be installed, because command ‘jq’ could not be found! dracut[I]: Module ‘biosdevname’ will not be installed, because command ‘biosdevname’ could not be found! dracut[I]: Module ‘masterkey’ will not be installed, because command ‘keyctl’ could not be found! dracut[I]: Module ‘dash’ will not be installed, because command ‘dash’ could not be found! dracut[I]: Module ‘mksh’ will not be installed, because command ‘mksh’ could not be found! dracut[I]: Module ‘caps’ will not be installed, because command ‘capsh’ could not be found! dracut[I]: Module ‘modsign’ will not be installed, because command ‘keyctl’ could not be found! dracut[I]: Module ‘url-lib’ will not be installed, because command ‘curl’ could not be found! dracut[I]: Module ‘btrfs’ will not be installed, because command ‘btrfs’ could not be found! dracut[I]: Module ‘dmraid’ will not be installed, because command ‘dmraid’ could not be found! dracut[I]: Module ‘dmsquash-live-ntfs’ will not be installed, because command ‘ntfs-3g’ could not be found! dracut[I]: Module ‘mdraid’ will not be installed, because command ‘mdadm’ could not be found! dracut[I]: Module ‘crypt-gpg’ will not be installed, because command ‘gpg’ could not be found! dracut[I]: Module ‘cifs’ will not be installed, because command ‘mount.cifs’ could not be found! dracut[I]: Module ‘iscsi’ will not be installed, because command ‘iscsi-iname’ could not be found! dracut[I]: Module ‘iscsi’ will not be installed, because command ‘iscsiadm’ could not be found! dracut[I]: Module ‘iscsi’ will not be installed, because command ‘iscsid’ could not be found! dracut[I]: 95nfs: Could not find any command of ‘rpcbind portmap’! dracut[I]: Module ‘nvmf’ will not be installed, because command ‘nvme’ could not be found! dracut[I]: Module ‘nvmf’ will not be installed, because command ‘jq’ could not be found! dracut[I]: Module ‘masterkey’ will not be installed, because command ‘keyctl’ could not be found! dracut[I]: *** Including module: sh *** dracut[I]: *** Including module: busybox *** dracut[I]: *** Including module: crypt *** dracut[I]: *** Including module: dm *** dracut[D]: Skipping udev rule: 10-dm.rules dracut[D]: Skipping udev rule: 13-dm-disk.rules dracut[D]: Skipping udev rule: 95-dm-notify.rules dracut[D]: Skipping udev rule: 64-device-mapper.rules dracut[D]: Skipping udev rule: 60-persistent-storage-dm.rules dracut[D]: Skipping udev rule: 55-dm.rules dracut[I]: *** Including module: kernel-modules *** dracut[I]: *** Including module: kernel-modules-extra *** dracut[D]: kernel-modules-extra: configuration source “/run/depmod.d” does not exist dracut[D]: kernel-modules-extra: configuration source “/etc/depmod.d” does not exist dracut[D]: kernel-modules-extra: configuration source “/lib/depmod.d” does not exist dracut[I]: *** Including module: lvm *** dracut[D]: Skipping udev rule: 11-dm-lvm.rules dracut[D]: Skipping udev rule: 64-device-mapper.rules dracut[D]: Skipping udev rule: 56-lvm.rules dracut[D]: Skipping udev rule: 60-persistent-storage-lvm.rules dracut[I]: *** Including module: rootfs-block *** dracut[I]: *** Including module: terminfo *** dracut[I]: *** Including module: udev-rules *** dracut[D]: Skipping udev rule: 70-persistent-net.rules dracut[I]: *** Including module: usrmount *** dracut[I]: *** Including module: base *** dracut[I]: *** Including module: fs-lib *** dracut[I]: *** Including module: shutdown *** dracut[I]: *** Including modules done *** dracut[I]: *** Installing kernel module dependencies *** dracut[I]: *** Installing kernel module dependencies done *** dracut[I]: *** Resolving executable dependencies *** dracut[I]: *** Resolving executable dependencies done *** dracut[I]: *** Hardlinking files *** dracut[D]: Mode: real dracut[D]: Method: sha256 dracut[D]: Files: 457 dracut[D]: Linked: 0 files dracut[D]: Compared: 0 xattrs dracut[D]: Compared: 6 files dracut[D]: Saved: 0 B dracut[D]: Duration: 0.015759 seconds dracut[I]: *** Hardlinking files done *** dracut[I]: Could not find ‘strip’. Not stripping the initramfs. dracut[I]: *** Generating early-microcode cpio image *** dracut[I]: *** Store current command line parameters *** dracut[I]: Stored kernel commandline: dracut[I]: rootfstype=ext4 rootflags=rw,relatime dracut[E]: ldconfig exited ungracefully dracut[I]: *** Creating image file ‘/boot/initramfs-6.6.56-0-lts.img’ *** dracut[I]: Using auto-determined compression method ‘gzip’ dracut[D]: Image: /var/tmp/dracut.Ds3W3x/initramfs.img: 12M dracut[D]: ======================================================================== dracut[D]: Version: dracut-060 dracut[D]: lib/dracut/dracut-060 dracut[D]: dracut[D]: Arguments: -f -v --add ‘crypt’ --add ‘lvm’ --add ‘dm’ dracut[D]: lib/dracut/build-parameter.txt dracut[D]: dracut[D]: dracut modules: dracut[D]: sh dracut[D]: busybox dracut[D]: crypt dracut[D]: dm dracut[D]: kernel-modules dracut[D]: kernel-modules-extra dracut[D]: lvm dracut[D]: rootfs-block dracut[D]: terminfo dracut[D]: udev-rules dracut[D]: usrmount dracut[D]: base dracut[D]: fs-lib dracut[D]: shutdown dracut[D]: lib/dracut/modules.txt dracut[D]: ========================================================================

    <Truncanted due to char limit>

    Then I updated the /boot/extlinux.conf file, adding the following second entry (displaying the first one just for comparison):

    LABEL lts
      MENU DEFAULT
      MENU LABEL Linux lts
      LINUX vmlinuz-lts
      INITRD initramfs-lts
      APPEND root=/dev/mapper/root modules=sd-mod,usb-storage,ext4 cryptroot=<my-uuid> cryptdm=root quiet rootfstype=ext4
    
    LABEL lts
      MENU LABEL dracut-img
      LINUX vmlinuz-lts
      INITRD /boot/initramfs-6.6.56-0-lts.img
      APPEND root=/dev/mapper/root modules=sd-mod,usb-storage,ext4 cryptroot=UUID=<my-uuid> cryptdm=root quiet rootfstype=ext4 rootflags=rw,relatime
    

    I added the rootflags=rw,relatime because this was shown in the dracut log, so I thought perhaps that mattered. But for the most part I left it the same as the previous entry, because I’m trying to do the same thing I suppose. Perhaps I’m mistaken?

    The current result of booting that image leads to a long loading (not asking for the passphrase to unlock the partition) then displaying the following error:

    dracut Warning: Could not boot.
    
    dracut Warning: "/dev/mapper/root" does not exist
    
    Generating "/run/initramfs/rdsosreport.txt"
    You might want to save "/run/initramfs/rdsosreport.txt" to a USB stick or /boot after mounting them and attach it to a bug report.
    
    To get more debug information in the report, reboot with "rd.debug" added to the kernel command line.
    
    Dropping to debug shell.
    

    Before dropping me in a shell, in which I have not found anything useful to do. I am surely missing something basic as my understanding of what’s happening is pretty superfluous.

    What I’m noticing which may be of importance:

    • dracut[E]: ldconfig exited ungracefully, in the dracut output log. Perhaps this matters and should be fixed? An image is nonetheless generated.
    • there are many missing modules when creating an image, but I don’t know if any of them matter, at least for my purpose.
    • One thing I can’t wrap my head around is, how come the original kernal image work, when I had packages such as device-mapper and lvm missing, why did dracut complain about them missing for me to compile my own image? and would I need to add options in the /boot/extlinux.conf file, when they are not required for the original boot entry, when all I’m trying to do (as a start) is just make sure I can reproduce a bootable kernel image?

  • Indeed, quite surprising. You got to “stroke their fur the right way” so to speak haha

    Also, I’m increasingly more impressed with the rapid progress reaching open-weights models: initially I was playing with Llama3.1-8B which is already quite useful for simple querries. Then lately I’ve been trying out Mistral-Nemo (12B) and Mistrall-Small (22B) and they are quite much more capable. I have a 12GB GPU and so far those are the most powerful models I can run decently. I’m using them to help me in writing tasks for ansible, learning the inner workings of the Linux kernel and some bootloader stuff. I find them quite helpful!