LM Studio: The Easiest and Best Way to Run Local LLMs

Ғылым және технология

In this video, we will explore LM studio, the best way to run local LLMs. It's a competitor to something like Oobabooga Text generation webUI. The easy installation makes it best option for testing LLMs locally.
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LINKS:
LM Studio: lmstudio.ai/
Timestamps:
[00:00] Intro
[02:05] How to Download Models
[06:20] LM Studio - All available Options
[09:07] LM Studio API

Пікірлер: 56

  • @engineerprompt
    @engineerprompt8 ай бұрын

    Want to connect? 💼Consulting: calendly.com/engineerprompt/consulting-call 🦾 Discord: discord.com/invite/t4eYQRUcXB ☕ Buy me a Coffee: ko-fi.com/promptengineering |🔴 Join Patreon: Patreon.com/PromptEngineering

  • @danielshurman1061
    @danielshurman10618 ай бұрын

    Your videos get better and better. Most useful focus and very informative. Your focus on the best tools for Local and Private and fine-tuning LLMs is vital content. Patreon donation on its way

  • @engineerprompt

    @engineerprompt

    8 ай бұрын

    Thank you 🙏

  • @nazihfattal974
    @nazihfattal9748 ай бұрын

    Thanks as always for great videos. Could you please possibly look into making a video on LLM quantization (using huggingface or Kagle or any other). The options available (GGUF, GPTQ..etc) and resources required. It is a hot topic. Thanks!

  • @Nihilvs
    @Nihilvs8 ай бұрын

    Wow ! Thanks !

  • @joelswann2310
    @joelswann23108 ай бұрын

    Great channel, will you do an instructional video using "LM Studio" and it's local server to host a version of an open source large language model, and then configuring "Open Interpreter" to interact with this local server instead of the OpenAI API key?

  • @snypzzz8702
    @snypzzz87028 ай бұрын

    The best place to actually understand LLMs and prompting, thanks to this dude i have a job as an AI prompt Engineer tdy. LOVE your videos man.

  • @engineerprompt

    @engineerprompt

    8 ай бұрын

    Thank you 🙏

  • @myonlylovejesus887

    @myonlylovejesus887

    8 ай бұрын

    are you being real here?

  • @snypzzz8702

    @snypzzz8702

    8 ай бұрын

    @@myonlylovejesus887 totally real

  • @Whiz1st
    @Whiz1st8 ай бұрын

    So does this work regardless of me having a 7900xtx as a gpu and not a nvidia card considering rocm isn't fully ported to windows?

  • @skullseason1
    @skullseason18 ай бұрын

    which lm would you choose do google apps scripts?

  • @waelmashal7594
    @waelmashal75948 ай бұрын

    Thank you 🤩

  • @engineerprompt

    @engineerprompt

    8 ай бұрын

    Thank you 🙏

  • @arete_
    @arete_8 ай бұрын

    So what's the difference between the quality loss settings?

  • @samet107
    @samet1076 ай бұрын

    First I want to thank for sharing the useful AI content. The LM Studio software was a key step to bring AI assistants a step closer to the customers and consumer. I made use of the software as well and was recently experimenting with dolphin mistral llm 2.2.1 and wondered after a while what the token count 4984/2048 at the bottom right below the chat input means. As far as I understood, it's some sort of counter how many tokens the llm already has written and answered, but why does it matter? Is the chat history fed into the language model each time we enter something new, and this happens somehow behind the scenes? When these language models are working like this, I would understand that the natural limit of the input the language model supports also is the maximum size of the chat history. I am not very familiar with LLM s and just started experimenting with them. Could someone please explain why the token count: yxcd/yxcd number is there and how it affects the Assistants' performance or affect the chat in which way? Thanks in advance

  • @BabylonBaller
    @BabylonBaller8 ай бұрын

    WOw, this looks fantastic. Thank you. I have TextUI but Gradio seems outdated, not as nice looking as this interface. Im really excited about the previous chat section on the left side, like ChatGPT. That will be much easier than TEXTUI where its only in a drop down window.

  • @engineerprompt

    @engineerprompt

    8 ай бұрын

    I agree

  • @testme2026
    @testme20268 ай бұрын

    great thank, will be great if you can make a video of (LM Studio API + your LocalGPT) , thank you for great content!

  • @StellarStoic
    @StellarStoic5 ай бұрын

    I still have problems to understand the quantization. I know that it have something to do with compression but what do you guys usually download when choosing model files? (I believe I'm not the only one who is confused about all these namings, Q4_K_M, Q3_K_L, Q5_0, Q2_K ... )

  • @resonanceofambition
    @resonanceofambition8 ай бұрын

    So how does one select the GPU? It's defaulting to my CPU on all models?

  • @unityaa
    @unityaa8 ай бұрын

    good video

  • @Zhaohoung18373
    @Zhaohoung183736 ай бұрын

    Hi, Is there a way to add local files to LM Studio?

  • @Swanidhi
    @Swanidhi8 ай бұрын

    Possible to create embedding studio?

  • @dhaneshknair
    @dhaneshknair8 ай бұрын

    Do you use SadTalker for the avatar? Does it work for long audio?

  • @engineerprompt

    @engineerprompt

    8 ай бұрын

    Yes, it seems to work for 4-5 minutes but you need something like 3090 with larger vRAM

  • @NANA-nd4qi
    @NANA-nd4qi8 ай бұрын

    Which model are you using for the avatar u used in the video?

  • @engineerprompt

    @engineerprompt

    8 ай бұрын

    SadTalker and D-ID

  • @Paulina-ds5bg
    @Paulina-ds5bg8 ай бұрын

    It is possible to fine tune the model in lm studio?

  • @engineerprompt

    @engineerprompt

    8 ай бұрын

    I thinks that’s not possible but you can fine tune a model and upload it to hugging face and then use it within LM studio

  • @temp911Luke
    @temp911Luke8 ай бұрын

    LOL why are you using fake head ? On a serious note the problem with LM studio i have is that it is actually CLOSED source, not open source.

  • @anonded

    @anonded

    8 ай бұрын

    yeah why arent more people talkin about the fact that its closed src...

  • @paulstevenconyngham7880

    @paulstevenconyngham7880

    8 ай бұрын

    also agree with this point. I think its the limiting factor of the whole thing tbh

  • @arvindelayappan3266
    @arvindelayappan32668 ай бұрын

    will this help in local documents as knowledge base as well

  • @engineerprompt

    @engineerprompt

    8 ай бұрын

    LM Studio doesn’t have document chat yet, hopefully they will add it sooner

  • @yorkie4k

    @yorkie4k

    8 ай бұрын

    @@engineerprompt There's a plugin for it made by one of the community members in the discord.

  • @akakikk

    @akakikk

    8 ай бұрын

    @@yorkie4k how is it working? have you tested, can you please share discord channel or link?

  • @winxalex1
    @winxalex18 ай бұрын

    Except it not run on Mac with Intel and else :(

  • @TheKnowledgeAlchemist
    @TheKnowledgeAlchemist7 ай бұрын

    are you no longer working on LocalGPT?

  • @engineerprompt

    @engineerprompt

    6 ай бұрын

    Updates are coming over the break. Been busy with some stuff but getting back to it soon. Stay tuned

  • @fontende
    @fontende8 ай бұрын

    yes, but they really need normal linux support, win 10 was my last windows, only linux after

  • @engineerprompt

    @engineerprompt

    8 ай бұрын

    I agree!

  • @fontende

    @fontende

    8 ай бұрын

    @@engineerprompt yes, PikaOS is my favorite Linux distro, Nvidia ready

  • @murraymacdonald4959

    @murraymacdonald4959

    8 ай бұрын

    Does anyone know the Linux status? It says 'ask on discord'

  • @paulstevenconyngham7880
    @paulstevenconyngham78808 ай бұрын

    the ai face in the right hand corner is super weird

  • @mbrochh82
    @mbrochh828 ай бұрын

    The avatar is quite creepy. Ads no value at all to the content.

  • @recorr

    @recorr

    8 ай бұрын

    Not for us, but for him it saves time, may be he is shy and he prefers only recording his voice.

  • @mbrochh82

    @mbrochh82

    8 ай бұрын

    @@recorrthese videos are perfectly fine with just his voice. avatar is not needed at all.

  • @paulstevenconyngham7880

    @paulstevenconyngham7880

    8 ай бұрын

    agree@@mbrochh82

  • @BabylonBaller

    @BabylonBaller

    8 ай бұрын

    hahaha I was thinking the same thing, that "I might kidn@p you " look on his face is creepy as heck

  • @razdingz
    @razdingz8 ай бұрын

    u seem much older in your voice hehe

  • @brytonkalyi277
    @brytonkalyi2778 ай бұрын

    ♦ I believe we are meant to be like Jesus in our hearts and not in our flesh. But be careful of AI, for it is just our flesh and that is it. It knows only things of the flesh (our fleshly desires) and cannot comprehend things of the spirit such as peace of heart (which comes from obeying God's Word). Whereas we are a spirit and we have a soul but live in the body (in the flesh). When you go to bed it is your flesh that sleeps but your spirit never sleeps (otherwise you have died physically) that is why you have dreams. More so, true love that endures and last is a thing of the heart (when I say 'heart', I mean 'spirit'). But fake love, pretentious love, love with expectations, love for classic reasons, love for material reasons and love for selfish reasons that is a thing of our flesh. In the beginning God said let us make man in our own image, according to our likeness. Take note, God is Spirit and God is Love. As Love He is the source of it. We also know that God is Omnipotent, for He creates out of nothing and He has no beginning and has no end. That means, our love is but a shadow of God's Love. True love looks around to see who is in need of your help, your smile, your possessions, your money, your strength, your quality time. Love forgives and forgets. Love wants for others what it wants for itself. Take note, love works in conjunction with other spiritual forces such as faith and patience. We should let the Word of God be the standard of our lives not AI. If not, God will let us face AI on our own and it will cast the truth down to the ground, it will be the cause of so much destruction like never seen before, it will deceive many and take many captive in order to enslave them into worshipping it and abiding in lawlessness. We can only destroy ourselves but with God all things are possible. God knows us better because He is our Creater and He knows our beginning and our end. Our prove text is taken from the book of John 5:31-44, 2 Thessalonians 2:1-12, Daniel 7-9, Revelation 13-15, Matthew 24-25 and Luke 21. Let us watch and pray... God bless you as you share this message to others.

  • @psychxx7146
    @psychxx71468 ай бұрын

    When u have an intel MacBook Pro 🥲

  • @SAVONASOTTERRANEASEGRETA
    @SAVONASOTTERRANEASEGRETA8 ай бұрын

    Basically you read the right panel like we all do but you didn't explain anything about their use 😂😂😂😂

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