Ollama-Run large language models Locally-Run Llama 2, Code Llama, and other models
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- Опубликовано: 19 июн 2024
- Get up and running with large language models, locally.
Run Llama 2, Code Llama, and other models. Customize and create your own.
url: ollama.com/
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/ @krishnaik06
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►LLM Fine Tuning Playlist: • Steps By Step Tutorial...
►AWS Bedrock Playlist: • Generative AI In AWS-A...
►Llamindex Playlist: • Announcing LlamaIndex ...
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►Learn In One Tutorials
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End To End RAG LLM APP Using LlamaIndex And OpenAI- Indexing And Querying Multiple Pdf's
Machine Learning In 6 Hours: • Complete Machine Learn...
Deep Learning 5 hours : • Deep Learning Indepth ...
►Learn In a Week Playlist
Statistics: • Live Day 1- Introducti...
Machine Learning : • Announcing 7 Days Live...
Deep Learning: • 5 Days Live Deep Learn...
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![[1hr Talk] Intro to Large Language Models](http://i.ytimg.com/vi/zjkBMFhNj_g/mqdefault.jpg)
I'm feeling lucky that I got this video in my suggestions.
We need a long versions videos like previously and thanks for your efforts ❤
Thanks krish! for sharing this knowledge . what an amazing model it is .....!
Thankyou so much for these videos
Really insightful krish!!
Hey Krish, thanks for doing this video in Windows.
Thank you Krish sir. In Building RAG from scratch ,sunny sir showed about Ollama. Both of you were giving foundational knowledge and updates in GenAI. It was very useful sir.
please give sunny sirs youtube @
@@devanshgupta6064 @sunnysavita10
Sunny Savita @sunnysavita10
Thanks for the video.
as always thanks for the information
Content is helpful, thanks for your effort.🎉
R u a data scientist?
You are the best!🤓
The heroes we need!!
Thanks , it's great video. Wanted to ask when we say local what is the configuration of local is it a cpu or GPU based system? Are models compressed / quantized or same as original ? Is there a model size limitation vs local system config?
Nice video sir
Great tutorial! Can you please make a video on finetuning model on custom csv dataset and integration with Ollama.
For instance, consider I have class imbalance problem in my dataset. Can I finetune a model, then ask it in Ollama, to generate more samples of minority class using the finetuned model?
Thank You so much for a such a great video , I have a query , I am getting very slow response does the speed of response depends on system config , I have chekced out system use and while running it isn't using much resource , can you tell how can we increase response speed
Thanks for Sharing knowledge. Can we fine tune with company domain content in downloaded model and the data is not shared. I mean it comply with IPR if we use locally
Hi, how do I use gpu on open web ui? My model response is really slow and is not using gpu even though is used the command for using gpu for installing as mentioned on the open web ui GitHub page ..
Sir please complete the fine tuning llms playlist as much as possible sir
Thanks Krish, the briliant, innovative and master of the AI 😊, I have a question please related to the hosting, so assume I'd like to implement my solution on a server, will I need to have both, OLAMA and my app in two seperate dockers? they would communicate together? or they could be implemented in one single docker?
It can be implemented in one docker
Have you got clarity on the same, can you please share.
Can you make a complete video of production ready open source LLM basically LLMOps
Hey sir😄, please make a video on BioMistral( a LLM trained on Medical and Scientific Data). It would perfectly fit your AI Nutriationist. Thanks for your daily dose of GenAI
Bro using these techniques can I convert it as superb ai assistant? And what capabilities can use?
Since it is running locally, using this model with organization's data doesn't expose it right ?
Can we get a video about reading tables using unstructured and such frameworks
Hello, krish, I am facing an issue with the Ollama service. I have an RTX 4090 GPU with 80GB of RAM and 24GB of VRAM. When I run the Llama 3 70B model and ask it a question, it initially loads on the GPU, but after 5-10 seconds, it shifts entirely to the CPU. This causes the response time to be slow. Please provide me with a solution for this. Thank you in advance.
Note:- GPU load is 6-12 % and CPU load is 70% .
Great content Krish...Need these coding files kindly share those
Excellent videos. I set up mistral model locally on ubuntu20.04 and found that it is taking more than a minute for every response .Running in cpu mode only.Can you suggest me to improve the performance.
This models are running on your computer hardware.So it requires a good hardware like gpu or something for creating quicker responses
Do we need to download the entire 7gb llama2 locally to use with ollama
Make a video on Python framework of ollama. Make a end to end project and also host it somewhere where real people can use it
Sir I need to create a custom text data set from common crawl.for Bengali language....and train llama2 using that...can you plz demonstrate similar project!?
hello sir, what is the minimum system configuration for ollama
Hi Krish This is Sudha from ISRO Hyderabad, I would like to know the documents to be provided for ollama and get the answers from it
🙏💯👍
Sir please create a codebase understanding model using ollama and test it on a opensource codebase
Please release a step by step guide on how to fine tune Gemini API in Python.....I tried by refering to documents but encountered a lot of errors with OAuth Setup please...........!!!
Can you please tell me how we can run this ollama on GPU right now it is working on CPU?
why ollama not taking full gpu? its taking full cpu only, pls guide
hii krish, i am facing error creating modelfile .Please help
How to deploy these custom gpts...?
Can this read a document and answer my questions on that document can it.
How can we get the code?
hi krsih i m getting this error
Ollama run codella! 🐰💨
(Note: I'm just an AI, I don't have personal preferences or the ability to run code, but I can certainly help you
with any questions or tasks you may have!)
Does it require GPU ?
are these model support arabic language ?
please finish that Chrome update 😢
After installing it will work in offline?
Yes
@@krishnaik06 Thanks for sharing quality content
Every time we see a kid we ask him to say a poem and when you have so many llm models but you only want a poem on machine learning
llm=ollama(base_url='localhost:11434',model="llama 2")
TypeError: 'module' object is not callable
Can someone pls help w this?