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sudo apt update && sudo apt install -y
build-essential
dkms

wget https://repo.radeon.com/amdgpu-install/6.3.3/ubuntu/noble/amdgpu-install_6.3.60303-1_all.deb sudo apt install -y ./amdgpu-install_6.3.60303-1_all.deb

Install with gfx1150 support

sudo amdgpu-install -y --usecase=rocm,mlsdk \

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#!/usr/bin/env python3

import os
import re
import json
import signal
import subprocess
import concurrent.futures
from datetime import datetime
import argparse

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## Max Token
python -m llama_cpp.server --model DeepSeek-R1-Distill-Qwen-1.5B-Q4_1.gguf --host 0.0.0.0 --n_threads 8 --n_batch 512 --n_gpu_layers 0 --n_ctx 2048 --mul_mat_q 1



# Balanced
python -m llama_cpp.server --model DeepSeek-R1-Distill-Qwen-1.5B-Q4_1.gguf --host 0.0.0.0 --n_threads 8 --n_batch 32 --n_gpu_layers 0 --n_ctx 512 --mul_mat_q 1 --offload_kqv 1


## VULKAN

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#!/bin/bash

# Stop script on error
set -e

# Function to check if a command exists
command_exists() {
    command -v "$1" >/dev/null 2>&1
}

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#!/bin/bash

# Set TA-Lib version
PYTHON_TA_LIB_VERSION="0.4.28"

# Update package list and install dependencies
echo "Updating package list and installing dependencies..."
sudo apt-get update
sudo apt-get install -y build-essential wget libcurl4-openssl-dev python3-dev python3-pip

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#!/usr/bin/env bash
#
# llm_setup.sh - Universal LLM setup script with CPU compatibility check
#
# This script checks CPU compatibility and sets up either vLLM (if AVX2/AVX512 available)
# or llama.cpp (if not available)
set -euo pipefail

###############################################################################
# Helper functions

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Instruction

Instal docker

sudo apt-get update && sudo apt-get install -y apt-transport-https ca-certificates curl gnupg lsb-release && curl -fsSL https://download.docker.com/linux/ubuntu/gpg | sudo gpg --dearmor -o /usr/share/keyrings/docker-archive-keyring.gpg && echo "deb [arch=amd64 signed-by=/usr/share/keyrings/docker-archive-keyring.gpg] https://download.docker.com/linux/ubuntu $(lsb_release -cs) stable" | sudo tee /etc/apt/sources.list.d/docker.list > /dev/null && sudo apt-get update && sudo apt-get install -y docker-ce docker-ce-cli containerd.io && sudo usermod -aG docker ${USER}

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Using Gmail SMTP with Cloudflare Email Routing: Step-by-Step Guide

Learn how to send emails through Gmail SMTP with Cloudflare Email Routing in this comprehensive guide.

Step 1: Enable 2-Factor Authentication

To proceed with this method, ensure that you have enabled two-factor authentication for your Google account. If you haven't done so already, you can follow the link to set it up → Enable 2FA in your Google account.

Step 2: Create an App Password for Mail

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#!/bin/bash
set -e

# Install dependencies
brew install llvm libomp [email protected]

# Set up LLVM paths
export PATH="/opt/homebrew/opt/llvm/bin:$PATH"
export CC=$(brew --prefix llvm)/bin/clang
export CXX=$(brew --prefix llvm)/bin/clang++

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import os
import logging
import requests
from alpaca.data.historical.news import NewsClient
from alpaca.data.requests import NewsRequest
from datetime import datetime
from dotenv import load_dotenv

# Load environment variables from .env file
load_dotenv()