How To Install CODE LLaMA LOCALLY (TextGen WebUI)

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  • Опубліковано 31 гру 2024

КОМЕНТАРІ • 255

  • @jackflash6377
    @jackflash6377 Рік тому +44

    Hands down the best AI focused UA-cam channel.
    Like your style, all stuff, no fluff. Easy to follow tutorials and always the cutting edge content.
    Subbed and joined!
    Now, let's push for something Aider like for local models.

    • @matthew_berman
      @matthew_berman  Рік тому +2

      Thank you! Doesn’t Aider support local models now?

    • @emil5684
      @emil5684 Рік тому +1

      @@matthew_berman Aider? Dont know what is this. I just start to study IA

    • @michaelmalzacher6018
      @michaelmalzacher6018 Рік тому

      @@emil5684 respecf

  • @harisjaved1379
    @harisjaved1379 Рік тому +3

    MAN YOU DELIVERED! We asked you, and you delivered!
    Thanks Matt!

  • @MrLargonaut
    @MrLargonaut Рік тому +8

    You have been my go-to source for how-to's since GPT4 launched, which is when I joined the game. I started from literal scratch, knowing nothing about coding at all, instead letting a lifetime dream propel me. Thank you especially for your 'from scratch' videos, because there are many things that I don't know the jargon or phrasing for. For my amateur position, these types of vids do me the most good. *edited for them lovely mispellin's*

  • @jeffersonvega622
    @jeffersonvega622 Рік тому +3

    00:00 📋 Introduction to installing Code LLaMA locally
    01:01 🧪 Setting up the Conda environment and cloning the code
    02:34 🛠 Troubleshooting installation issues
    03:34 📦 Downloading and configuring the Code LLaMA model
    05:05 💻 Setting model parameters and using prompt templates
    06:07 📚 Conclusion and call to action

  • @Shinkaze33
    @Shinkaze33 Рік тому +10

    Holy Crap this is amazing. I just ran some programing tests and it's REALLY good, can't believe this is running on my local machine when 8 months ago this sort of tech required a Datacenter.....just WOW....all the WOW

    • @matthew_berman
      @matthew_berman  Рік тому

      Yea it’s super impressive. Especially because you can run this on pretty much any computer with the 1B versions

  • @seanbergman8927
    @seanbergman8927 Рік тому +2

    Great video. Looking forward to trying this soon. Thanks for walking through the entire process, including resolving the errors you encountered.

  • @IvanRosaT
    @IvanRosaT Рік тому +1

    This is so cool!, but in practice if following then either the repro hasn't been maintained or it has been mainted too much lol, most of us have issues with missing exllama, this breaks the in code chain, more info in the github instructions. But as a concept looks great

  • @jeffk8900
    @jeffk8900 Рік тому

    Thanks!

  • @xmysty
    @xmysty Рік тому +8

    have learned so much from you - local results beyond expectations
    Can't thank you enough Matthew, you've condensed so much into clearly explained new information 👏 oh and thanks to TheBloke
    ▶ all your vids

  • @Shinkaze33
    @Shinkaze33 Рік тому +3

    Onscreen Typo @2:30 in the package name. You typed tortchvision instead of torchvision. The correct command should be:
    conda install pytorch torchvision torchaudio pytorch-cuda=11.7 -c pytorch -c nvidia

  • @mercadolibreventas
    @mercadolibreventas Рік тому +8

    You are Awesome ! I am now a Patreon! As you conitnue to build that methodology if you can, I conitnue to add more recurring. Thanks! Guys like you are Gold in Creation giving without expecting is the key to Abundance!

    • @matthew_berman
      @matthew_berman  Рік тому

      Much appreciated!! Keep the feedback and requests coming :)

  • @bubbajones5873
    @bubbajones5873 Рік тому

    Wow! Talk about timing. I just sat down to do this and needed this video 🎉

  • @johnnybueti
    @johnnybueti Рік тому +5

    How long does did that task take to generate with your RTX 4090? Great video. :)

  • @contractorwolf
    @contractorwolf Рік тому +1

    love your teaching style Matthew!

  • @russellmm
    @russellmm Рік тому +5

    from scratch is typically "from scratch" not from the Anaconda environment. Or from scratch could be their Installer... Other than that (which I see happen a lot) I enjoy your channel.

  • @astroportterraformationfor2776

    Great howto. What hardware caracteristics are minimum and recommended. System CPU and RAM? minimum GPU and RAM ?

  • @ZainNaboulsi
    @ZainNaboulsi Рік тому +2

    PSA for those going through the demo, the template needs to be changed at the bottom of the screen on the Default tab from QA to Alpaca-with-input.

  • @Tyronne_
    @Tyronne_ Рік тому

    Needed this! Thanks bro, much appreciated.

  • @vargonian
    @vargonian Рік тому +5

    One question I have before I try it out: One of the biggest limitations of ChatGPT is that its knowledge only extends to 2021, so there are lots of libraries / updates it's unfamiliar with. Are the models for Code LLaMA more up to date?

    • @imadreamerboy
      @imadreamerboy Рік тому +3

      According to META the cutoff of llma2 is somwhere in july 2022 but some info is up2date till early 2023

  • @normanlove222
    @normanlove222 Рік тому +4

    Maybe I missed it, but what Programming languages can we ask about? Just Python? or other languages as well?

  • @SanctuaryLife
    @SanctuaryLife Рік тому

    Great Job Matt!

  • @philcox2355
    @philcox2355 7 місяців тому

    Thanks Matthew So far so good.

  • @RamiK-r9y
    @RamiK-r9y Рік тому +1

    Great job, clear and straight to the point. Many thanks!!!!
    Not sure if you have plan to explain (in your lovely way) how we can build our purpose model and train and optimise based on private data

  • @shootdaj
    @shootdaj Рік тому

    Thank you so much Matthew! You're a godsend 🙏

  • @ZainNaboulsi
    @ZainNaboulsi Рік тому

    Awesome video! Keep up the great work!

  • @mickelodiansurname9578
    @mickelodiansurname9578 Рік тому +2

    Be good if you could plug it into VS Code as a coding assistant extension.

  • @ricardo_cravo
    @ricardo_cravo Рік тому

    Thank you ! I love you! Great video! IT worked!

  • @nicosilva4750
    @nicosilva4750 Рік тому +5

    This is great. What are the recommended requirements: GPU cores, and RAM size and type for the the two largest models?

    • @ryanwebster3267
      @ryanwebster3267 Рік тому +1

      Yes, please! I agree that this would be nice to know.

    • @matthew_berman
      @matthew_berman  Рік тому +5

      70b you will need 48gb vram. 34b you can put on 24gb and possibly less if you used a quantized version and offload some to the CPU. It’s never a simple mapping of model to GPU.

    • @ryanwebster3267
      @ryanwebster3267 Рік тому

      Thank you!@@matthew_berman

  • @muneerraza8521
    @muneerraza8521 Рік тому

    Subscribed and enabled notifications for all videos. Thanks from Pakistan !

  • @coolmn786
    @coolmn786 Рік тому

    I wish I can like this video x10
    Brilliant video, thanks man!

  • @yogenghodke
    @yogenghodke 11 місяців тому +1

    White Bobby Deol

  • @dirtyPeter2
    @dirtyPeter2 Рік тому

    Love it. Thanks!

  • @roymikael4888
    @roymikael4888 Рік тому +1

    Great info. Keep up the good work.

  • @Spacewarpstudio
    @Spacewarpstudio Рік тому +1

    Unfortunately when using this to write c# code for Unity, it doesn't even seem to come close to what I can do with GPT-4, especially when it comes to developing code bit by bit. I've had amazing results with GPT-4 getting certain things working then adding more functionality as I go, copy pasting errors and asking for them to be corrected etc. I've tried doing similar with this in chat mode, or chat-instruct mode, and it doesn't seem to have a clue what I'm talking about. I ask it to correct its mistake and it just spits out totally random unrelated code. Until I can have a conversation about the code we're working on together like I can with chat GPT, this has extremely limited use.

  • @mohamed_salah3165
    @mohamed_salah3165 11 місяців тому +1

    where are the links you said you gonna put in the comments/description

  • @jayprice8246
    @jayprice8246 Рік тому +3

    Bro, you are killing the AI tutorial game right now. Thanks for all your awesome content!!!!

  • @scuzzynate11
    @scuzzynate11 Рік тому

    Hey Matthew - any chance you can drop the instructions you mentioned at 2:19? Not seeing the comment on my end here.

  • @alx8439
    @alx8439 Рік тому

    Each time I hear quantized version doesn't lose a lot of quality I ask how people back this statement :) to my experience quantisation is alike a soft form of lobotomy - all the good stuff you see on leaderboards is just fading away when you take a closer look at the quantized version of the same size model.

  • @saravanajogan1221
    @saravanajogan1221 Рік тому +1

    Thank you keep up the good work 👏

  • @UserB_tm
    @UserB_tm Рік тому +1

    I'm still testing out this model but so far I'm not impressed I asked it to write a basic python module that creates a text document named hello world write hello world inside of it and save it to the home directory. The first attempt it opened up a screenshot app and save the screenshot to the desktop the second attempt it did the same thing. And then when I asked it to correct the code it said it was good. Finally I had chat GPT write it in like 5 seconds and it worked perfect. I'm gonna do a few more tests but I'm not sure at this point.

    • @Lorant1984
      @Lorant1984 Рік тому

      Have you run further tests? If so how did Llama fared against chatgpt, please?

  • @DariuszMakowski
    @DariuszMakowski Рік тому

    Did u do any vids about how to train on top of that model using pdfs or c++/py source files to have our own fine tuning?

  • @SasaBocki
    @SasaBocki Рік тому +1

    Possible to run any of that WizardCoder Python models without nvidia GPU?

  • @grizzlybeer6356
    @grizzlybeer6356 Рік тому

    You are a bad influence on me Matt, because of you I literally am obssessed with anything AI. In fact you were such a bad influence on me that I took all the certificate courses on Coursera that was Machine learning related, and spent many hours listening to Andrew Nga..... lol, Love you bro! Thanks for being such a bad influence!

  • @marcfruchtman9473
    @marcfruchtman9473 Рік тому +1

    That is great. Thanks for the video.
    Out of curiosity, what GPU are you running?

  • @theresalwaysanotherway3996
    @theresalwaysanotherway3996 Рік тому +1

    you might want to mention that the max new tokens/context length can both be at 4096 'cause it's LlaMA 2, and also that the 34B is the one that competes with GPT4, the 13B is not as good.

  • @creatiiveart341
    @creatiiveart341 Рік тому +6

    I am on M1 Max Mac 64 GB and I am getting the following error when I try to load the model with ExLlama_HF :(
    Traceback (most recent call last):
    File “/Users/kc/text-generation-webui/modules/exllama_hf.py”, line 14, in
    from exllama.model import ExLlama, ExLlamaCache, ExLlamaConfig
    ModuleNotFoundError: No module named ‘exllama’
    During handling of the above exception, another exception occurred:
    Traceback (most recent call last):
    File “/Users/kc/text-generation-webui/modules/ui_model_menu.py”, line 182, in load_model_wrapper
    shared.model, shared.tokenizer = load_model(shared.model_name, loader)
    File “/Users/kc/text-generation-webui/modules/models.py”, line 79, in load_model
    output = load_func_map[loader](model_name)
    File “/Users/kc/text-generation-webui/modules/models.py”, line 322, in ExLlama_HF_loader
    from modules.exllama_hf import ExllamaHF
    File “/Users/kc/text-generation-webui/modules/exllama_hf.py”, line 21, in
    from model import ExLlama, ExLlamaCache, ExLlamaConfig
    ModuleNotFoundError: No module named ‘model’

    • @interesting_vdos
      @interesting_vdos Рік тому +1

      I'm getting the same error. Can anyone help on this please

    • @interesting_vdos
      @interesting_vdos Рік тому

      @creatiiveart341 were you able to fix this error? Please let me know if you were able to fix this issue

    • @Joeespo2009
      @Joeespo2009 Рік тому

      Same error here too

    • @creatiiveart341
      @creatiiveart341 Рік тому

      Nop! I tried few things but no luck so far :(@@interesting_vdos

    • @owe-n-4
      @owe-n-4 Рік тому

      Same with me.

  • @hiroroong693
    @hiroroong693 Рік тому

    Great tutorial! I love the clear steps.
    The current prompt is for 1 answer, how to change the prompt to have conversation style and has memory of past content?

  • @tomski2671
    @tomski2671 Рік тому +3

    Anybody knows if this model can be further trained on user data? If so, how difficult would that process be?

  • @personone6881
    @personone6881 Рік тому

    stupid question: when you first bring up Anaconda Prompt and you change the directory from your user folder on C: to a top level path on D: - C:\Users\mberm>d: - IS that an external drive? If so more importantly for me to understand - Is that the directory in where you installed your initial anaconda3 installation? - Just to be clear, what path did you install your initial installation on? I've just done mine on C:\anaconda3 ...have I fekked up already?

  • @AMindInOverdrive
    @AMindInOverdrive Рік тому

    Any time I'm following these tutorials I always get an error that nobody else in the universe gets LOL
    I was missing git - after a quick Google search I found that I needed to download it, and install it.
    Thanks for your hard work making these videos for noobs like me ;-) Appreciate you man
    Edit: Finally got to the end but mine displays no code in response...not sure why but will try figure it out LOL

    • @KevinTheCardigan
      @KevinTheCardigan Рік тому

      The video is terrible because the packages and lines are outdated. I follow the instructions step by step, and get an error regarding typing_extensions being the wrong version. I downgrade to an appropriate version, and it only causes another error, which requires an upgrade on my pytorch. Upgrading pytorch then makes my typing_extensions obsolete. I'm going in circles and I hate the uploader because I spent my entire day on their terrible instructions.

  • @CoffeeblackUk
    @CoffeeblackUk Рік тому

    I have a pretty awesome bug. If i ask it a question the first answer is spot on. then if i ask another and click generate it forgets what we were talking about and i i click continue it gives me a sales speech about using google assistant. :-) good stuff though

  • @Bundit_Buddhahai
    @Bundit_Buddhahai 9 місяців тому

    Thank you for your great video. Just to ask where is the downloaded WizardCoder-Python-13B-V1.0-GPTQ model located in Windows directory.

  • @mikegodfrey4482
    @mikegodfrey4482 Рік тому +1

    The error message I am getting is this " ERROR:Could not find repositories/exllama/. Make sure that exllama is cloned inside repositories/ and is up to date." Its up to date and its in my Anaconda folder. Any ideas?

  • @genebeidl4011
    @genebeidl4011 Рік тому

    The WizardLM models don't load for me as it says the header is too large for both the 34B and 13B models. I have a 4090 so at a minimum the 13B model should load. TheBloke doesn't seem to have a 34B quantized model.

  • @enthrax1639
    @enthrax1639 Рік тому

    Hi matthew... Appreciate your work... Thanks... One question... How to choose which version would be best for ones pc or laptop?

  • @csabakallaicranq7055
    @csabakallaicranq7055 Рік тому

    Great video!

  • @ML-ud5pf
    @ML-ud5pf Рік тому +1

    Very nice instructional video! Which AI tool would be best suited for non programmers to create an own python code (e.g. for developing an API client)? I find that GPT4 still requires me to know coding and that I cannot efficiently write code by prompting AI. Any advice on which tool to use for that case would be much appreciated!

  • @OriginalRaveParty
    @OriginalRaveParty Рік тому +1

    You're a boss. Thank you very much 👍

  • @mikegodfrey4482
    @mikegodfrey4482 Рік тому

    I’m at the last step load the model loader. I’m using the llama2 3B to run on a laptop to test. I’ve tried every model loader and can’t seem to get it to work.

  • @Tr3kkR
    @Tr3kkR Рік тому

    I'm getting an error for the install of cchardet (as you did, noted in the build instructions on your Git repo) and am installing the Visual Studio Build Tools 2022. cchardet requires Microsoft Visual C++ 14.0 or greater. Since you probably already had this installed, you may have had a different error.

  • @wrOngplan3t
    @wrOngplan3t Рік тому

    Linux Mint 21.1. This is the fist step-by-step that went without a hitch!
    Only thing was the very last input field was different. From the "Prompt" drop-down list at the bottom I used "Alpaca-with-input" as a template and changed it to yours (I'm lazy, easier editing lol). I'm not sure if I have to do this every time though. Also, I'm not familiar with the somewhat strange-looking format ( "Below is an instruction that describes a task", etc.). Any more info on that btw?
    I'm not familiar with Python either, my amateur coding language of choice is Processing Java (Java is close enough), and some C++ for Arduino. My simple first coding test is like your output integers 1-100 inclusive, with the added sum of them all. Worked great!
    Great tutorial, Awesome stuff! Thanks!

  • @caseyclayton01
    @caseyclayton01 Рік тому +1

    On my 4090 I can get the 34b "working" but it seems to run out of memory pretty quickly. With only around 52 tokens of input it was running out for me and with less input at 12 it was super slow and again errored out before completing the response. I was using the Phind v2 CoderLlama 34b.

    • @perc-ai
      @perc-ai Рік тому

      Ur ram is bottlenecking

  • @jeremywatson
    @jeremywatson Рік тому

    Awesome Work. Is it possible to do the same setup on a Mac? I saw your video on how good M1/M2 is. Look forward to your next video nevertheless! I love the the no nonesense this is how it is. i.e. no dribble!

  • @REDULE26
    @REDULE26 Рік тому +1

    Nice tutorial ^^

  • @JuanHernandez-z4u
    @JuanHernandez-z4u Рік тому

    Great video! question what is the difference between GPTQ and AWQ models?

  • @MyWhyAI
    @MyWhyAI Рік тому

    Great Tutorial! I ran into a subprocess-exited-with-error. I needed to install Microsoft Visual C++ 14.0 or higher. Hope this helps someone that runs into this error. Your commands that you show on screen are not in the description of the video and you have a spelling mistake on one of the commands at 2:25 tortch. In the parameters it only lets me set it to 4096, how do I set it to 16k?

  • @itlackey1920
    @itlackey1920 Рік тому

    Thank you this is very straightforward and helpful as always! Now to figure out how to get it to run on my Arc770 🤔

  • @duanelawrence4311
    @duanelawrence4311 Рік тому

    I did not ever get code llama working based on this video. This never appeared to install llama, just the pre-requisits.

  • @nicolasottavi9158
    @nicolasottavi9158 Рік тому

    Great! If I understood well it is only working in Python code generation ? No PHP or JS ?

  • @mercadolibreventas
    @mercadolibreventas Рік тому

    Hi Matthew, can you do a video about the Docker desktop, that seems to be now integrated into VScode It seems so much cleaner, it loads the container directly into it. I have been using a NAS docker and it seems to always have issues, especially with so many projects and dependencies, The computer begins to lag and eventually needs to format and reinstall everything. Can you help with a video on how to do all these projects you keep putting out, the proper way, so we spend more time understanding, utilizing, and building learning patterns? Organization of all these tests, utilizing the nas only to store the containers/images, Thanks!

  • @almahmeed
    @almahmeed Рік тому +1

    Hi .. This is really helpful .. Just a question, how can I remove the models that did not work for me as I was testing with many options?

    • @matthew_berman
      @matthew_berman  Рік тому +2

      Go into the install folder and look for "model" folder.

    • @almahmeed
      @almahmeed Рік тому

      @@matthew_berman Thank you so much, Mathew .. I hope I can be sharing some results soon :)

  • @goonie79
    @goonie79 Рік тому

    Thank you for such great video. Is there a way to use a colab in this project?

  • @PomStas
    @PomStas Рік тому

    I don’t know why but I’m getting an error:” module can’t be found” when I’m trying to load a model

  • @shukanimator
    @shukanimator Рік тому

    I've been using ChatGPT to write Python scripts for a few months and it's almost always necessary to tell GPT what errors happened or copy in some API or library documentation so it can fix the code. Is there a way to use this WizardCoder model and do a back and forth with the errors so that the AI can fix stuff? I have it running on the WebUI, and it's been able to generate a few working Python scripts using the 'default' method you demoed, but when the code doesn't work, the 'chat' mode isn't able to write code as well. It's almost as if it's not running the same model when in 'chat' mode.

  • @Person-hb3dv
    @Person-hb3dv Рік тому

    Is there a way to integrate the model or the web ui into vscode using some extension or something? It would be really nice if the model could have access to my code so it can use it as context.

  • @RedCloudServices
    @RedCloudServices Рік тому

    Matthew I have an old git repo that I would like to revive with a different backend would code llama allow me to upsert a repo and improve the code based on instructions?

  • @chrisdorian4068
    @chrisdorian4068 Рік тому +1

    How about doing a video on installing and fine tuning Llava?

    • @matthew_berman
      @matthew_berman  Рік тому

      Did you mean Llama? Not sure what Llava is.

    • @radioreactivity3561
      @radioreactivity3561 Рік тому

      ​​@@matthew_berman LLaVa is LLaMa with computer vision and image captioning.

  • @RichardGetzPhotography
    @RichardGetzPhotography Рік тому

    LMAO!! 5:28 are you looking at someone who might be a bit too creative with their code :)

  • @stephenthumb2912
    @stephenthumb2912 Рік тому

    very easy to miss the torch install, thanks for pointing that out.

  • @rforestier
    @rforestier Рік тому +1

    Superfan of the channel, I would like to see a video of LLaVA: Large Language and Vision Assistant

    • @matthew_berman
      @matthew_berman  Рік тому +1

      Second time I’m hearing about it, I’ll have to check it out!

  • @modolief
    @modolief Рік тому

    Matthew, sorry to bother you, but can you talk about, or give me some feedback about *conda* ? I used *pyenv* on my Mac about 2 years ago to install Python. I don't know how to square that with your comments about conda.

  • @diegoigr7
    @diegoigr7 Рік тому

    If you are having this error "ImportError: cannot import name 'Doc' from 'typing_extensions'" simply upgrade this library: "pip install typing_extensions==4.8.0 --upgrade" =)

  • @MrDataStorm007
    @MrDataStorm007 Рік тому

    Thank you so much !

  • @tomski2671
    @tomski2671 Рік тому

    Thank You.
    Is there a good place where we can learn about this kind of thing in general?

  • @todorp4056
    @todorp4056 Рік тому

    Great content. Is there a plug in for VSCode?

  • @MC-or2tb
    @MC-or2tb Рік тому

    tyvm, have my upvote and my subscription

  • @dynodyno6970
    @dynodyno6970 Рік тому

    Have you checked out open interpreter?

  • @genericwannabe
    @genericwannabe Рік тому

    Is there a docker image that can help expedite the set up?

  • @korchi
    @korchi Рік тому

    Hey Matt, is there a way that you can use local GPT project with code LLaMA and ingest your code? - use case would be to ask code LLaMA to add function or change function of your code. It would be great if you can do a video using CPU only (preferred on a mac).

  • @mikegodfrey4482
    @mikegodfrey4482 Рік тому +1

    another error im getting is that "Failed building wheel for cchardet" Frustrating

    • @peterpavelka8565
      @peterpavelka8565 Рік тому +1

      same here, have you managed to fix it?

    • @mikegodfrey4482
      @mikegodfrey4482 Рік тому

      @@peterpavelka8565 nope. Unfortunately. Looking at some alternatives

  • @AntmanClashBro
    @AntmanClashBro Рік тому

    Hi Matt,
    I am struggling alot to follow along with the text-generation-webui install. My error is Failed building wheel for llama-cpp-python when following the steps after pip install -r requirements_nocuda.txt. Any ideas? I am on a mac with 2.9 GHz Dual-Core Intel Core i5

  • @rogerbruce2896
    @rogerbruce2896 Рік тому

    I give up :( tried multiple installs can't get the text gen webui successful

  • @henrychien9177
    @henrychien9177 Рік тому

    when i copy the model it ran for 2 sec and then say error ,why ah?

  • @echofloripa
    @echofloripa Рік тому

    Great video, thanks foe the work. Do you think it will work on a 6 giga GPU? I tried lamma 7b and it worked, super slow but it worked 😅

  • @emil5684
    @emil5684 Рік тому +1

    no link to install PyTorch. For me worked this: conda install pytorch torchvision torchaudio pytorch-cuda -c pytorch -c nvidia

  • @paraconscious790
    @paraconscious790 Рік тому

    thanks for the video! I tried follow along but after downloading the model and selecting llama-HF and clicking on "load" throws error. I am on mac m2.

    • @jeffz7035
      @jeffz7035 Рік тому

      Did you find a solution?

  • @Mst.EshitaKhatun-y7u
    @Mst.EshitaKhatun-y7u 11 місяців тому

    I got this error "ImportError: DLL load failed while importing exllamav2_ext: The specified module could not be found." Anyone how to solve that

  • @ulfschack
    @ulfschack Рік тому

    So what if you don’t nVidia?
    (I use stable diffusion on my m2 macbook, and it’s fast)

  • @DavidFlenaugh
    @DavidFlenaugh Рік тому

    Figured I would just start from scratch again and see what happens. Do we have to do this all over again every time?

  • @botpython8785
    @botpython8785 Рік тому

    But how do you debug the code just like the debug functionality of VS code? Can you also show us how to Install CODE LLaMA LOCALLY on VS code only ? So we can perform the debug functions via VS code.