From e996d145a05a0c91a879062cf17698132191a737 Mon Sep 17 00:00:00 2001 From: Mik-TF Date: Fri, 21 Jun 2024 10:19:00 -0400 Subject: [PATCH 1/2] added ai llama cpu guide --- src/SUMMARY.md | 4 +- .../advanced/advanced.md | 4 +- .../ai_ml_workloads/ai_ml_workloads_toc.md | 6 + .../advanced/ai_ml_workloads/cpu_and_llama.md | 103 ++++++++++++++++++ .../gpu_and_pytorch.md} | 2 +- .../ai_ml_workloads/img/openwebui_model.png | Bin 0 -> 165160 bytes .../ai_ml_workloads/img/openwebui_page.png | Bin 0 -> 86156 bytes .../img/openwebui_set_model.png | Bin 0 -> 68654 bytes .../system_administrators.md | 4 +- 9 files changed, 119 insertions(+), 4 deletions(-) create mode 100644 src/documentation/system_administrators/advanced/ai_ml_workloads/ai_ml_workloads_toc.md create mode 100644 src/documentation/system_administrators/advanced/ai_ml_workloads/cpu_and_llama.md rename src/documentation/system_administrators/advanced/{ai_ml_workloads.md => ai_ml_workloads/gpu_and_pytorch.md} (98%) create mode 100644 src/documentation/system_administrators/advanced/ai_ml_workloads/img/openwebui_model.png create mode 100644 src/documentation/system_administrators/advanced/ai_ml_workloads/img/openwebui_page.png create mode 100644 src/documentation/system_administrators/advanced/ai_ml_workloads/img/openwebui_set_model.png diff --git a/src/SUMMARY.md b/src/SUMMARY.md index 823d713a..618eb969 100644 --- a/src/SUMMARY.md +++ b/src/SUMMARY.md @@ -267,7 +267,9 @@ - [IPFS on a Micro VM](documentation/system_administrators/advanced/ipfs/ipfs_microvm.md) - [MinIO Operator with Helm3](documentation/system_administrators/advanced/minio_helm3.md) - [Hummingbot](documentation/system_administrators/advanced/hummingbot.md) - - [AI & ML Workloads](documentation/system_administrators/advanced/ai_ml_workloads.md) + - [AI & ML Workloads](documentation/system_administrators/advanced/ai_ml_workloads/ai_ml_workloads_toc.md) + - [CPU and Llama](documentation/system_administrators/advanced/ai_ml_workloads/cpu_and_llama.md) + - [GPU and Pytorch](documentation/system_administrators/advanced/ai_ml_workloads/gpu_and_pytorch.md) - [Ecommerce](documentation/system_administrators/advanced/ecommerce/ecommerce.md) - [WooCommerce](documentation/system_administrators/advanced/ecommerce/woocommerce.md) - [nopCommerce](documentation/system_administrators/advanced/ecommerce/nopcommerce.md) diff --git a/src/documentation/system_administrators/advanced/advanced.md b/src/documentation/system_administrators/advanced/advanced.md index c37fd741..489a6f26 100644 --- a/src/documentation/system_administrators/advanced/advanced.md +++ b/src/documentation/system_administrators/advanced/advanced.md @@ -14,7 +14,9 @@ In this section, we delve into sophisticated topics and powerful functionalities - [IPFS on a Full VM](./ipfs/ipfs_fullvm.md) - [IPFS on a Micro VM](./ipfs/ipfs_microvm.md) - [Hummingbot](./hummingbot.md) -- [AI & ML Workloads](./ai_ml_workloads.md) +- [AI & ML Workloads](./ai_ml_workloads/ai_ml_workloads_toc.md) + - [CPU and Llama](./ai_ml_workloads/cpu_and_llama.md) + - [GPU and Pytorch](./ai_ml_workloads/gpu_and_pytorch.md) - [Ecommerce](./ecommerce/ecommerce.md) - [WooCommerce](./ecommerce/woocommerce.md) - [nopCommerce](./ecommerce/nopcommerce.md) diff --git a/src/documentation/system_administrators/advanced/ai_ml_workloads/ai_ml_workloads_toc.md b/src/documentation/system_administrators/advanced/ai_ml_workloads/ai_ml_workloads_toc.md new file mode 100644 index 00000000..bb353b0e --- /dev/null +++ b/src/documentation/system_administrators/advanced/ai_ml_workloads/ai_ml_workloads_toc.md @@ -0,0 +1,6 @@ +# AI & ML Workloads + +

Table of Contents

+ +- [CPU and Llama](./cpu_and_llama.md) +- [GPU and Pytorch](./gpu_and_pytorch.md) \ No newline at end of file diff --git a/src/documentation/system_administrators/advanced/ai_ml_workloads/cpu_and_llama.md b/src/documentation/system_administrators/advanced/ai_ml_workloads/cpu_and_llama.md new file mode 100644 index 00000000..3dabcfb8 --- /dev/null +++ b/src/documentation/system_administrators/advanced/ai_ml_workloads/cpu_and_llama.md @@ -0,0 +1,103 @@ +

AI & ML Workloads: CPU and Llama

+ +

Table of Contents

+ +- [Introduction](#introduction) +- [Prerequisites](#prerequisites) +- [Deploy a Full VM](#deploy-a-full-vm) +- [Preparing the VM](#preparing-the-vm) +- [Setting OpenWebUI](#setting-openwebui) +- [Pull a Model](#pull-a-model) +- [Using Llama](#using-llama) +- [References](#references) + +--- + +## Introduction + +We present a simple guide on how to deploy large language models on the grid using CPU. For this guide, we will be deploying Llama on a full VM using the OpenWebUI bundled with Ollama support. + +Llama is a large language model trained by Meta AI. It is an open-source model, meaning that it is free to use and customize for various applications. This LLM is designed to be a more conversational AI allowing users to engage in natural-sounding conversations. Llama is trained on a massive dataset of text from the internet and can generate responses to a wide range of topics and questions. + +Ollama is an open-source project that allows users to run large language models (LLMs) on their local machine. + +OpenWebUI is one of many front ends for Ollama, providing a convenient and user friendly way to load weights and chat with the bot. + +## Prerequisites + +- [A TFChain account](../../../dashboard/wallet_connector.md) +- TFT in your TFChain account + - [Buy TFT](../../../threefold_token/buy_sell_tft/buy_sell_tft.md) + - [Send TFT to TFChain](../../../threefold_token/tft_bridges/tfchain_stellar_bridge.md) + +## Deploy a Full VM + +We start by deploying a full VM on the ThreeFold Dashboard. The more cores we set to the machine, the faster the model will be. + +* On the [Threefold Dashboard](https://dashboard.grid.tf/#/), go to the [full virtual machine deployment page](https://dashboard.grid.tf/#/deploy/virtual-machines/full-virtual-machine/) +* Deploy a full VM (Ubuntu 22.04) with only `Wireguard` as the network + * Vcores: 8 vcores + * MB of RAM: 4096 GB + * GB of storage: 100 GB +* After deployment, [set the Wireguard configurations](../../getstarted/ssh_guide/ssh_wireguard.md) +* Connect to the VM via SSH + * ``` + ssh root@VM_Wireguard_Address + ``` + +## Preparing the VM + +We prepare the full VM to run Llama. + +* Install Docker + * ``` + wget -O docker.sh get.docker.com + bash docker.sh + ``` + +## Setting OpenWebUI + +We now install OpenWebUI with bundled Ollama support. Note that you might need to use another port than `3000` if this port is already in use on your local machine. + +* For CPU only + ``` + docker run -d -p 3000:8080 -v ollama:/root/.ollama -v open-webui:/app/backend/data --name open-webui --restart always ghcr.io/open-webui/open-webui:ollama + ``` +* Once the container is fully loaded and running, go to your browser to access OpenWebUI using the Wireguard address: + * ``` + 10.20.4.2:3000 + ``` + +You should now see the OpenWebUI page. You can register by entering your email and setting a password. This information will stay on the machine running OpenWebUI. + +![](./img/openwebui_page.png) + +## Pull a Model + +Once you've access OpenWebUI, you need to download a LLM model before using it. + +- Click on the bottom left button displaying your username +- Click on `Settings`, then `Admin Settings` and `Models` +- Under `Pull a model from Ollama.com`, enter the LLM model you want to use + - In our case we will use `llama3` +- Click on the button on the right to pull the image + +![](./img/openwebui_model.png) + +## Using Llama + +Let's now use Llama! + +- Click on `New Chat` on the top left corner +- Click on `Select a model` and select the model you downloaded + - You can click on `Set as default` for convenience + +![](./img/openwebui_set_model.png) + +- You can now `Send a Message` to Llama and interact with it! + +That's it. You now have a running LLM instance on the grid. + +## References + +For any advanced configurations, you may refer to the [OpenWebUI documentation](https://github.com/open-webui/open-webui). \ No newline at end of file diff --git a/src/documentation/system_administrators/advanced/ai_ml_workloads.md b/src/documentation/system_administrators/advanced/ai_ml_workloads/gpu_and_pytorch.md similarity index 98% rename from src/documentation/system_administrators/advanced/ai_ml_workloads.md rename to src/documentation/system_administrators/advanced/ai_ml_workloads/gpu_and_pytorch.md index bc5760ec..a15c2170 100644 --- a/src/documentation/system_administrators/advanced/ai_ml_workloads.md +++ b/src/documentation/system_administrators/advanced/ai_ml_workloads/gpu_and_pytorch.md @@ -1,4 +1,4 @@ -

AI & ML Workloads

+

AI & ML Workloads: GPU and Pytorch

Table of Contents

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zmr2P*`)#N}Ht$?k5b;a8TAI$ah0Ho(p=Ve-%=4Kd-9?euEcvvYCKxj9j%_}BsNOO> z|JeI>FKSRv&X$cAE+O}$^*hfLb>UD3C!hVBX;+yJB?{#SDI8N|!&@cUKfKyY%USu4 zc~StVmHd@s40=sP_5qmgTD$*pF4U-4k^Xr1593DWS_k=_RwB`7eb+_0K_LyC({j@E~d4982A12qG@+e7+OXSJWVGR=`6A# zhC&ewmHX6ty@gYD_q~(W%rERXJ~X>fQzbTr`i}qQ5|e?i*er8SYEjE-UTv{q%~Nj) z(VMF4wY#?cIS|=Z+g~jpp80$r%D)!IW{&LRpirDcyUK6NrwppJGUJez>kTxzp?J;) zt)(MOx2t|yv8iN!^OlPU0U(NA#JOT%=$fo1-7Dcn=Ya3OkGaSlspV6;gMpM)Y+`T zw~oo{pDgYjOsRJjyAVed%8{~(Pq5#uu+iG@iUOCqE4#Z6axkqa|}T1# Date: Fri, 21 Jun 2024 12:14:06 -0400 Subject: [PATCH 2/2] updated picture to resize, simplified intro --- .../advanced/ai_ml_workloads/cpu_and_llama.md | 6 ++++-- .../ai_ml_workloads/img/openwebui_page.png | Bin 86156 -> 23626 bytes 2 files changed, 4 insertions(+), 2 deletions(-) diff --git a/src/documentation/system_administrators/advanced/ai_ml_workloads/cpu_and_llama.md b/src/documentation/system_administrators/advanced/ai_ml_workloads/cpu_and_llama.md index 3dabcfb8..938fb1c2 100644 --- a/src/documentation/system_administrators/advanced/ai_ml_workloads/cpu_and_llama.md +++ b/src/documentation/system_administrators/advanced/ai_ml_workloads/cpu_and_llama.md @@ -15,7 +15,7 @@ ## Introduction -We present a simple guide on how to deploy large language models on the grid using CPU. For this guide, we will be deploying Llama on a full VM using the OpenWebUI bundled with Ollama support. +We present a simple guide on how to deploy large language models on the grid using CPU. For this guide, we will be deploying Llama on a full VM using OpenWebUI bundled with Ollama support. Llama is a large language model trained by Meta AI. It is an open-source model, meaning that it is free to use and customize for various applications. This LLM is designed to be a more conversational AI allowing users to engage in natural-sounding conversations. Llama is trained on a massive dataset of text from the internet and can generate responses to a wide range of topics and questions. @@ -70,7 +70,9 @@ We now install OpenWebUI with bundled Ollama support. Note that you might need t You should now see the OpenWebUI page. You can register by entering your email and setting a password. This information will stay on the machine running OpenWebUI. -![](./img/openwebui_page.png) +

+ +

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