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TensorFlow Lemmy Community
  • This is interesting, I've mostly followed the pytorch activities as I've been using that since about 2018, but I have no idea where tensorflow is. Are there important non-google projects released the last two years which are using tensorflow?

    I know Facebook is naturally very invested in pytorch, but we regularly see things from openai, Microsoft, Nvidia and such being released in pytorch from what I recall.

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    Lemmy.zip Server Update November 2024
  • Thanks for these reports/updates, always nice to see, it's kind of like a newsletter, shedding light on various new communities worthy of visiting or looking for a new mod or so. :)

    4
  • blog.vllm.ai Serving LLMs on AMD MI300X: Best Practices

    TL;DR: vLLM unlocks incredible performance on the AMD MI300X, achieving 1.5x higher throughput and 1.7x faster time-to-first-token (TTFT) than Text Generation Inference (TGI) for Llama 3.1 405B. It also achieves 1.8x higher throughput and 5.1x faster TTFT than TGI for Llama 3.1 70B. This guide explo...

    I landed on this article today about how to configure vLLM for AMD GPUs and it contained this specific snippet:

    > Meta recently announced they’re running 100% of their live Llama 3.1 405B model traffic on AMD MI300X GPUs [...]

    I thought that was an interesting piece of trivia and shows both how important it is for industrial partners to find alternatives to Nvidia and also how much AMD has improved its software suite to enable these use-cases.

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    Jump
    Intel hasn't sold a single Arrow Lake CPU at Germany's largest retailer — Core Ultra 200S sales stagnate after just one week
  • I am quite puzzled how Intel's Lunar Lake CPUs are considered so good yet these Arrow Lake CPUs are so bad. I would have hoped Arrow Lake would implement all the positive learning's of Lunar Lake and simply scale things up for desktop, workstations and beyond?

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  • Jump
    How to remotely access a Raspberry Pi?
  • Sure, anytime, create a new post, tag me if you need me specifically to have a look. I've used docker on synology for years, have gone through major updates and while I'm certainly no expert, I've learned some things which could be helpful.

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  • Jump
    How to remotely access a Raspberry Pi?
  • I know what you're talking about, happens to us all when we're learning something new.

    Want to share the details of a specific issue you're facing, blocking you?

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  • Jump
    How to remotely access a Raspberry Pi?
  • I understand your position. There is a learning curve to containers, but I can assure you that getting your basics on the topic will open a whole new world of possibilities and also make everything much easier for yourself. The vast majority of people run containers which make the services less brittle because they have their own tailored environment and don't depend on the host libraries and packages and also brings increased security because the services can't easily escape their boundaries rendering their potential vulnerabilities less of an issue compared to running those same services bare metal.

    I started on synology too. There is a website called Marius hosting which focuses on tutorials for containers on synology, but his instructions have been updated the last few years to focus on spinning up containers manually rather than through the UI, which makes it more intimidating than it needs to be for beginners... I'll link it here just as a reference. I'll see if on the way back machine he shows the easier way and report back if I find something.

    Edit: yes here is an original tutorial for Jellyfin (this method still works for me and is still how I use docker lately): https://web.archive.org/web/20210305002024/https://mariushosting.com/how-to-install-jellyfin-on-your-synology-nas/

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  • Jump
    How to remotely access a Raspberry Pi?
  • To answer your question more specifically, most people set up the pi with docker, using services which have a front end accessible in the browser. They basically use their browser to navigate to the front end of the service they want to use and administer it like that. For instance portainer to manage their docker containers, or pihole for managing their firewall, or even jellyfin for their media which is both the website to consume the media and has an administrator dashboard.

    Edit: this is in complement to using something like tailscale which basically allows you to access these services away from home. They work in conjunction.

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  • Jump
    How to remotely access a Raspberry Pi?
  • Tailscale is a good option.

    Edit: I'm assuming you mean away from home, but if you mean in your local network just use SSH?

    9
  • Jump
    When the Steam Deck was still just an idea, Valve says some staff were like, "I just want that for me" and "the point wasn't even to make a product out of it"
  • The way I see it, is because of the controls. You have a much stronger reaction with a mouse than a joystick. Anytime you play with a mouse, the reaction time is expected to be lower because you I dictate where you want to be looking (like in am fps). The mouse acts as a view positioning device. It is not forgiving. A joystick however is a rotation device. It tells how fast you want to be moving around when looking, not where it should be looking. It is much more forgiving because you only dictate the speed of rotation. If you plugged in a mouse in your deck and played it on the deck you would immediately notice the difference I imagine. I think the trackpads do bring some aspects of the mouse to the deck too in that regard.

    But yeah, my takeaway is, with a joystick you don't need that tight of a latency as with a mouse.

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  • Jump
    Bluesky Announces Series A to Grow Network of 13M+ Users - Bluesky
  • From what I understand, bsky's architecture seems to allow federation at multiple levels. On one side the individual profiles are actually websites and the app aggregates the content almost as an RSS reader. I do see some profiles which are independent like Jeff Gierling's, so yes federation at the profile level seems to work.

    And this is really important because it is one way to prevent your data from being hostage by the service. Then there is another level of federation. I'm not entirely sure of the terminology here, but there is one aggregator aspect, which is quite compute intensive. And that one I don't know if there is another instance of it. But functionally speaking, I'm quite impressed by the technical aspect of bsky. There has been a lot of thought put into it.

    And monetizing it is not the issue, the problem is mostly how. That they have some paid features is fine, it's even important that there are ways to monetize it without milking their users of their privacy.

    Let's hope this works out and becomes sustainable while respecting the users!

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  • Jump
    Need help: USB unlock LUKS on Alpine Linux
  • 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.

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  • Jump
    Did you leave mastodon for bluesky? Why or why not?
  • I'm following bsky's progress. They have shared things which on a technical standpoint and from a social network empowerment perspective are very interesting. The portability of the profiles and the fully custom moderation layers are particularly noteworthy and seem to go far beyond what I've seen in other social networks. Even in mastodon apparently it is not possible to port a profile from one instance to another without losing all your post history (ente.io tried this recently and got caught by this). And for moderation, you have to rely on your instance moderation rather than personalized one. And the annotation part of bsky is also interesting to me.

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  • Jump
    4 AM: Sleep or Make the Most of It?
  • sleep.

    my tip: put your phone on silent and place it in another room to prevent you from reflexively taking it while you struggle to fall asleep. just make sure to have the alarm volume be high enough for you to wake up.

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  • Hi folks,

    I have Alpine Linux installed in an encrypted LUKS partition. I came across this tutorial which shows how to setup a key in a USB drive and when the drive is inserted and the computer booted, the LUKS partition auto-unlocks with the key on the USB drive.

    https://askubuntu.com/questions/1414617/configure-ubuntu-22-04-zfs-for-automatic-luks-unlock-on-boot-via-usb-drive

    I would like to setup the same thing but I do not have Alpine linux installed on ZFS, so I'm looking for ways to adapt the instructions.

    So far, what I've done is:

    1. I've setup the key on the usb stick and I can unlock the LUKS partition with that key.
    2. create a /etc/mkinitfs/features.d/usb-unlock.sh script with the following content:

    (the echo to /dev/kmesg was to check whether the script did indeed run at boot by trying to print to the kernel messages but I can't find anything in the kernel messages).

    ```sh #!/bin/sh

    echo "usb-unlock script starting..." > /dev/kmsg

    USB_MOUNT="/mnt/my-usb-key" # The USB stick mounting point LUKS_KEY_FILE="awesome.key" # The name of your keyfile on the USB stick

    Search for the USB stick with the key

    for device in $(ls /dev/disk/by-uuid/*); do mount $device $USB_MOUNT 2>/dev/null if [ -f "$USB_MOUNT/$LUKS_KEY_FILE" ]; then # Unlock the LUKS partition cryptsetup luksOpen /dev/sda3 cryptroot \ --key-file "$USB_MOUNT/$LUKS_KEY_FILE" && exit 0 fi umount $USB_MOUNT done echo "No USB key found, falling back to password prompt." # this message never appears, despite not having found the key on the usb stick

    echo "usb-unlock script ending." > /dev/kmsg ```

    1. I added usb-unlock to the features in mkinitfs.conf: mytestalpine:~# cat /etc/mkinitfs/mkinitfs.conf features="ata base ide scsi usb virtio ext4 cryptsetup keymap usb-unlock"

    2. run mkinitfs to rebuild the initramfs. Then reboot to test the implementation, which was unsuccessful.

    What am I missing / doing wrong? Thank you for your help!

    Edit: forgot to add step 4

    21

    Hi folks,

    I'm seeing there are multiple services which externalise the task of "identity provider" (e.g. login with Facebook, google or what not).

    In my case, I am curious about Tailscale, a VPN service which allows one to chose an identity provider/SSO between Google, Microsoft, Github, Apple and OIDC.

    How can I find out what data is actually communicates to the identity provider? Their task should simply be to decide whether I am who I claim to be, nothing more. But I'm guessing there may be some subtleties.

    In the case of Tailscale, would the identity provider know where I'm trying to connect? Or more?

    Answers and insights much appreciated! The topic does not seem to have much information online.

    9

    Hi folks, I'm considering setting up an offsite backup server and am seeking recommendations for a smallish form factor PC. Mainly, are there some suitable popular second hand PCs which meet the following requirements:

    • fits 4x 3.5" HDD
    • Smaller than a regular tower (e.g. mATX or ITX)
    • Equipped with a 6th of 7th gen Intel CPU at least (for power efficiency and transcoding, in case I want it to actually to some transcoding) with video output.
    • Ideally with upgradeable RAM

    Do you know of something which meets those specs and is rather common on the second hand market?

    Thanks!

    Edit: I'm looking for a prebuilt system, such as a dell optiplex or similar.

    7

    Yesterday, there was a live scheduled by Louis Grossman, titled "Addressing futo license drama! Let's see if I get fired...". I was unable to watch it live, but now the stream seems to be gone from YouTube.

    Did it air and was later removed? Or did it never happen in the first place?

    Here's the link to where it was meant to happen: https://www.youtube.com/watch?v=HTBYMobWQzk

    Cheers

    Edit: a new video was recently posted at the following link: https://www.youtube.com/watch?v=lCjy2CHP7zU

    I do not know if this was the supposedly edited and reuploaded video or if this is unrelated.

    13
    https:// twitter.com /MistralAI/status/1777869263778291896

    From Simon Willison: "Mistral tweet a link to a 281GB magnet BitTorrent of Mixtral 8x22B—their latest openly licensed model release, significantly larger than their previous best open model Mixtral 8x7B. I’ve not seen anyone get this running yet but it’s likely to perform extremely well, given how good the original Mixtral was."

    7

    Looking for a specific OpenAI employee personal blog

    Hi all,

    I think around 1 or 2 years ago, I stumbled upon a personal blog of an asian woman (I think) working at OpenAI. She had numerous extensive fascinating blog posts on a black themed blog, going into the technical details of embeddings of language models and such.

    I can no longer find that blog and have no other information to go by. Would anyone possibly know which blog I'm referring to? It would be very much appreciated.

    3

    Connectivity monitoring

    Hi folks,

    I seem to be having some internet connectivity issues lately and I would like to monitor my access to the internet. I have a homelab and was wondering whether someone had perhaps something like a docker container which pings a custom website every so often and plots a timescale of when the connection was successful and when it was not.

    Or perhaps you have another suggestion? I know of dashboards like grafana but I don't know whether they can be configured to actually generate that data or whether they rely on a third party to feed them. Thanks!

    3

    Just wanted to share my appreciation of the game.

    I grabbed a copy of this game a year ago, taking advantage of a sale and ahead of the massive update. Then forgot about it, never touched it.

    Fast forward a year later, and now I got a steam deck and decided to dive into the game. I love it. I'm just a few hours in but I can already say this is among my favorite games. The broad openness of the world, the level of detail, the characters, the interactive dialogs, the items, the strategies, the game mechanics. It's a very involved game. It really is up there. Thank you CDPR for this game and this remake.

    12

    I was exploring the fps and refresh rate slider and I realized that when setting the framerate limiter to 25, the refresh rate was incorrectly set to 50Hz on the OLED version, when the 75 Hz setting would be a more appropriate setting, for the same reason 30 fps is at 90 Hz and not 60 Hz. Anyone else seeing the same behavior? Is there an explanation I'm missing here?

    15

    Hi folks, I'm looking for a specific YouTube video which I watched around 5 months ago.

    The gist of the video is that it was comparing the transcoding performance of an Intel iGPU when used natively, compared to when passed through to a VM. From what I recall there was a significant performance hit and it was around 50% or so (in terms of fps transcoding). I believe the test was performed on jellyfin. I don't remember whether it was using xcpng, proxmox or another OS. I don't remember which channel published this video nor when it was published, just that I watched it sometime between April and June this year.

    Anyone recall or know what video I'm talking about? Possible keywords include: quicksync, passthrough, sriov, iommu, transcoding, iGPU, encoding.

    Thank you in advance!

    2

    Hi y'all,

    I am exploring TrueNAS and configuring some ZFS datasets. As ZFS provides with some parameters to fine-tune its setup to the type of data, I was thinking it would be good to take advantage of it. So I'm here with the simple task of choosing the appropriate "record size".

    Initially I thought, well this is simple, the dataset is meant to store videos, movies, tv shows for a jellyfin docker container, so in general large files and a record size of 1M sounds like a good idea (as suggested in Jim Salter's cheatsheet).

    Out of curiosity, I ran Wendell's magic command from level1 tech to get a sense for the file size distribution:

    find . -type f -print0 | xargs -0 ls -l | awk '{ n=int(log($5)/log(2)); if (n&lt;10) { n=10; } size[n]++ } END { for (i in size) printf("%d %d\n", 2^i, size[i]) }' | sort -n | awk 'function human(x) { x[1]/=1024; if (x[1]>=1024) { x[2]++; human(x) } } { a[1]=$1; a[2]=0; human(a); printf("%3d%s: %6d\n", a[1],substr("kMGTEPYZ",a[2]+1,1),$2) }'

    Turns out, that's when I discovered it was not as simple. The directory is obviously filled with videos, but also tiny small files, for subtitiles, NFOs, and small illustration images, valuable for Jellyfin's media organization.

    That's where I'm at. The way I see it, there are several options:

      1. Let's not overcomplicate it, just run with the default 64K ZFS dataset recordsize and roll with it. It won't be such a big deal.
      1. Let's try to be clever about it, make 2 datasets, one with a recordsize of 4K for the small files and one with a recordsize of 1M for the videos, then select one as the "main" dataset and use symbolic links for each file to the other dataset such that all content is "visible" from within one file structure. I haven't dug too much in how I would automate it, but might not play nicely with the *arr suite? Perhaps overly complicated...
      1. Make all video files MKV files, embed the subtitles, rename the videos to make NFOs as unnecessary as possible for movies and tv shows (though this will still be useful for private videos, or YT downloads etc)
      1. Other?

    So what do you think? And also, how have your personally set it up? Would love to get some feedback, especially if you are also using ZFS and have a videos library with a dedicated dataset. Thanks!

    Edit: Alright, so I found the following post by Jim Salter which goes through more detail regarding record size. It clarifies my misconception about recordsize not being the same as the block size, but also it can easily be changed at any time. It's just the size of the chunks of data to be read. So I'll be sticking to 1M recordsize and leave it at that despite having multiple smaller files, because the important will be to effectively stream the larger files. Thank you all!

    8

    Dave2d who's been supportive of Framework preordered the Laptop 16.

    He's a bit concerned about the pricing and questions the upgradability of the Laptop 16 specifically.

    Personally I understand his point, but I think the upgradability alone is probably not a good reason to buy the Laptop 16. It's always been a package, which includes:

    • repairability
    • modularity
    • support of the movement/mission
    • the versatility of reusing parts for other use cases (e.g. the motherboard as thin-client)
    • a laptop that actually does not have Linux as an afterthought
    • the openness with the expansion card and (hopefully expansion bay) ecosystem
    • and maybe even more?

    It's true that the laptop is expensive when you compare specs for specs but that was not the reason to buy it either. Do I wish it was cheaper? You bet. But like with all new startups, if it works out, if it scales, prices could come down. Long live Framework!

    3
    www.theverge.com Framework Laptop 16: our exclusive hands-on

    We upgraded a laptop GPU with a snap — and six screws.

    The verge got a hands on with the Framework Laptop 16 and wrote an article and published a YouTube video.

    Article here: https://www.theverge.com/22665800/framework-laptop-16-hands-on-preview-modular-gaming-laptop

    Video here: https://www.youtube.com/watch?v=7xq8rOlwW5Y

    Piped link: https://www.piped.kavin.rocks/watch?v=7xq8rOlwW5Y

    0
    frame.work Framework Laptop 16 pre-orders are now open

    We’re excited to share that Framework Laptop 16 pre-orders are now open, with configurations powered by the latest AMD Ryzen™ CPUs and AMD Radeon™ GPUs.

    This is a great surprise, the pre-orders are open before the end of the Laptop 16 deep dives.

    Quoting the blog post below:

    > We’re excited to share that Framework Laptop 16 pre-orders are now open, with configurations powered by the latest AMD Ryzen™ CPUs and AMD Radeon™ GPUs. This is truly a notebook like no other: thin and refined, while empowering you with desktop PC-level customization, repairability, and upgradability, including a fully reconfigurable input deck and modular discrete graphics. Prices start at $1399 USD for DIY Edition and $1699 USD for pre-built systems with Ryzen™ 7 7840HS, and adding an AMD Radeon™ RX 7700S Graphics Module brings starting prices to $1799 and $2099 USD.

    > Pre-orders that include a Graphics Module with an eligible AMD Radeon™ GPU will receive a free download code for one of the biggest games of the year: Starfield™ Premium Edition. Quantities are limited*, and we’ll be sending out the code prior to the game’s early access launch.

    > As always, we’re following a batch ordering system, with the first batches shipping in Q4 2023. Ordering is open now in all of our current countries: US, Canada, Germany, France, UK, Netherlands, Austria, Ireland, and Australia. A fully refundable $100 deposit is all you need to get in line. We recommend getting your order in early if you’d like to get a system this year. We’re sharing much more detail today to help you decide if this is your next (and maybe final?) laptop.

    > We’re not only using AMD Ryzen™ and Radeon™ silicon, but we developed this product in close collaboration with AMD as part of the AMD Advantage program. We’re leveraging AMD Ryzen™ 7040 Series processors, the latest generation that we also use in Framework Laptop 13 (AMD Ryzen™ 7040 Series), this time with HS-class parts optimized for gaming and creation. Configurations start with the Ryzen™ 7 7840HS with 8 Zen 4 CPU cores at up to 5.1GHz boost, and we also offer the totally overkill, top of the line Ryzen™ 9 7940HS with up to 5.2GHz boost. We worked with Cooler Master to design a thermal system with dual 75mm fans, three heatpipes, and a liquid metal thermal interface, enabling 45W continuous processor load while also keeping the laptop cool and quiet. There’s fantastic graphics performance built in too, with Radeon 780M graphics with 12 RDNA 3 cores, capable of running a range of modern game titles.

    > If you want substantially more graphics horsepower, Framework Laptop 16 delivers the holy grail for high performance notebooks: optional discrete graphics using our new Expansion Bay system, allowing generation-over-generation graphics upgradeability. The first Graphics Module for the Expansion Bay features the AMD Radeon™ RX 7700S GPU. We’ve maxed out the capabilities of the chip, with 100W sustained TGP and 8GB GDDR6 at up to 18Gbps. Because the Graphics Module contains its own dedicated heatsink and higher CFM fans, both the CPU and GPU can run at full wattage simultaneously when needed. This GPU excels for both work and play, with 32 compute units at up to 2.2GHz, enabling high-end gaming, incredible rendering and encoding throughput, and excellent acceleration for AI and other applications.

    > Of course, it’s not enough to have great silicon. A high-performance laptop demands thoughtful integration across every subsystem. We leverage a custom 16 inch 2560x1600 display, supporting 165Hz with FreeSync, 500 nit, 1500:1 contrast, and 100% DCI-P3 color gamut, making it excel across gaming, creation, and productivity. The 85Wh battery lasts you through a full workday, retains typically 80% capacity after 1,000 cycles, and is easy to replace if ever needed. Quad speakers connected to a smart amp provide high fidelity audio across a wide frequency band. For connectivity, we enabled WiFi 6E and Bluetooth 5.2 using AMD’s new RZ616 M.2 module. We built in a 1080p webcam with dual mics and hardware privacy switches, and for security we incorporated a Windows and Linux-compatible fingerprint reader.

    > For I/O, we brought in the Expansion Card system that enables full customization of port selection, with three slots on each side. The rear two support USB4, the middle left handles USB 3.2+DisplayPort output, and the remaining three have USB 3.2. The back two slots on each side can take up to 240W power input over USB-C using USB-PD 3.1. We offer a compact, ultra high efficiency 180W GaN adapter with detachable cables, and with DIY Edition, you can choose to bring your own.

    > We advanced laptop industrial design on both form and function, combining a refined form factor and unprecedented levels of customization. The Framework Laptop 16 is 17.95mm thick and 2.1kg (4.6lbs), going to 20.95mm in the back section and 2.4kg (5.3lbs) with a Graphics Module inserted. The chassis is made of robust and lightweight thixomolded magnesium alloy and CNC aluminum enclosure parts. As always for Framework products, user-friendly design goes below the surface too, with every internal module simple to replace or upgrade, including the Mainboard for generational processor upgrades.

    > The input system is fully hot-swappable using Input Modules, letting you reconfigure between a centered keyboard or offset with a numpad. The keyboard and numpad look and feel excellent, with 1.5mm key travel, optional per-key RGB, NKRO, and fully open source QMK firmware. Input deck personalization goes even further, with Spacers in a range of colors, a programmable LED Matrix module, and an RGB Macropad all available as options. We’ve open sourced this system to enable third party and community development too, and we can’t wait to see the insanely cool modules that come from that.

    > When ordering a Framework Laptop 16, you can choose between pre-built options that are ready to go out of the box with Windows 11 or the DIY Edition that you can configure more deeply, assemble yourself, and bring your preferred OS, including Linux. AMD has a strong focus on Linux drivers, and we provide in-house support and guides for Ubuntu LTS and Fedora. At order time for both pre-built and DIY Edition, you can choose your Input Modules, Expansion Cards, and Expansion Bay Modules. DIY Edition additionally lets you pick your Bezel color, memory (up to 64GB of DDR5-5600), storage (two M.2 NVMe drives), and power adapter. As always, you’ll be able to pick up additional modules or upgrades in the Framework Marketplace whenever you need.

    > With the Framework Laptop 16, we’re taking our mission to the next level with a sleek, portable system that has the flexibility and generational upgradeability of a full desktop rig. This redefines what a high performance laptop can be: a machine that is uniquely yours to mold to your needs and use for as long as you’d like. We can’t wait to see what you do with it.

    > *The free Starfield™ Premium Edition download code is a limited time and quantity offer. You may lose eligibility for this pre-order gift if you make certain order modifications, such as removing the Graphics Module from your pre-order. All canceled pre-orders will no longer be eligible to receive the free game code. For terms and conditions, see www.amdrewards.com/terms.

    4

    I'm curious and am playing around with a new EDA tool and am looking at practicing by designing a PCB which should be roughly 28x26mm footprint (give or take a few mm...).

    It should be an LTE cat 4 device, connected by USB type C for the framework laptop and is unlikely to include antennas.

    Where I struggle is identifying potential modems to use. The only one even remotely close is the u-blox LARA-L6, which is 24x26mm. What alternatives are there?

    I am trying to see what gets sold in these USB dongles but there is little info. The few I have identified seem to make use of the Qualcomm 9207, but its's unclear to me if its a ready chip (which is what the MDM9207 is?) Or if it is an IP core to integrate in one's own chip?

    A video I came across seem to indicate it (the MDM version) is tiny:

    https://www.youtube.com/watch?v=ToCyUCIoXEM at 2:13

    But will probably needadditional things to be integrated and I created an account at Qualcomm but they won't give anything unless I'm certified from a company to be a customer and actually integrate it...

    3