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Generate Stunning AI Images for Free Using Diffusion Models 1 Day Ago by usmanmalik57 … sets it up for GPU acceleration. ``` from diffusers import DiffusionPipeline import torch pipe = DiffusionPipeline.from_pretrained("stabilityai/stable-diffusion-xl… below creates our base model and refiner. ``` from diffusers import DiffusionPipeline import torch # load both base & refiner base = DiffusionPipeline… Retrieval Augmented Generation with Hugging Face Models in LangChain 2 Weeks Ago by usmanmalik57 … import FAISS from langchain.chains.combine_documents import create_stuff_documents_chain from langchain.chains import create_retrieval_chain from langchain_core.prompts import ChatPromptTemplate from sentence_transformers import SentenceTransformer from transformers import BitsAndBytesConfig import… Question Answering with YouTube Videos Using RAG in LangChain 3 Weeks Ago by usmanmalik57 ….document_loaders import YoutubeLoader from langchain_openai import ChatOpenAI from langchain_core.prompts import ChatPromptTemplate from langchain_core.output_parsers import StrOutputParser from langchain.text_splitter import RecursiveCharacterTextSplitter from langchain_openai import OpenAIEmbeddings… Summarizing YouTube Video Transcriptions Using Distil Whisper and LLM 1 Week Ago by usmanmalik57 …import torch from transformers import AutoModelForSpeechSeq2Seq, AutoProcessor, pipeline from transformers import AutoModelForCausalLM, AutoTokenizer, logging from datasets import load_dataset from pytube import YouTube from transformers import…=torch.bfloat16 ) ``` Next, we will import the Mistral-7B model and its tokenizer from… Re: Using Natural Language to Query SQL Databases with Python LangChain Module 2 Weeks Ago by aishamushtaq very helpful Re: Extract Tabular Data from PDF Images using Hugging Face Table Transformer 1 Week Ago by Harini sri Hi, Thank you so much for the above code. Its giving better results compared to other libraries. I have few questions. In some tables, I have common column name for three columns and further I have sub columns like below.... in these cases the tables are not getting extracted properly...Do you have any suggestions for handling such cases? Also … Re: Bouncing Balls: Creating a new ball when two balls collide 3 Weeks Ago by jprog1000 Got it. Thank you so much! Re: Bouncing Balls: Creating a new ball when two balls collide 3 Weeks Ago by vortex_1 In my opinion, implementing a feature in a bouncing balls simulation where a new ball is created when two balls collide can add an interesting and dynamic element to the simulation. This feature can introduce a sense of complexity and unpredictability, making the simulation more engaging and challenging for users. It could also provide an … Re: Bouncing Balls: Creating a new ball when two balls collide 3 Weeks Ago by jprog1000 Great reply, vortex! Agree with all your points. Re: Bouncing Balls: Creating a new ball when two balls collide 3 Weeks Ago by aishamushtaq Hi, Its helpful for me. I got my answer. Using Natural Language to Query SQL Databases with Python LangChain Module 1 Month Ago by usmanmalik57 The advent of large language models (LLM) has replaced complex scripts with natural language for automating various tasks. You can now use LLM to interact with your databases using natural language, which makes life easier for people who do not have sufficient SQL knowledge. In this article, you will learn how to retrieve information from SQL … Extract Tabular Data from PDF Images using Hugging Face Table Transformer 2 Months Ago by usmanmalik57 …. ``` from transformers import AutoImageProcessor, TableTransformerForObjectDetection import torch from PIL import Image, ImageDraw, ImageFont import matplotlib.pyplot as plt import csv import numpy as np import pandas as… Fine Tuning Google Gemma Model for Text Classification in Python 2 Months Ago by usmanmalik57 … application. ``` import os import transformers import torch from google.colab import userdata from datasets import load_dataset from trl import SFTTrainer from peft import LoraConfig from transformers import AutoTokenizer… Retrieval Augmented Generation (RAG) with Google Gemma From HuggingFace 2 Months Ago by usmanmalik57 ….question_answering import load_qa_chain from sentence_transformers import SentenceTransformer from langchain.vectorstores import FAISS from transformers import AutoTokenizer, AutoModelForCausalLM from transformers import BitsAndBytesConfig, GemmaTokenizer from transformers import AutoTokenizer… Paris Olympics Chatbot- Get Ticket Information Using Chat-GPT and LangChain 1 Month Ago by usmanmalik57 … langchain_openai import OpenAIEmbeddings from langchain_community.vectorstores import FAISS from langchain.chains.combine_documents import create_stuff_documents_chain from langchain.chains import create_retrieval_chain from langchain_core.documents import Document import os… Paris Olympics Ticket Information Chatbot with Memory Using LangChain 1 Month Ago by usmanmalik57 ….chains import create_retrieval_chain from langchain_core.documents import Document from langchain.chains import create_history_aware_retriever from langchain_core.prompts import MessagesPlaceholder from langchain_core.messages import HumanMessage, AIMessage import os… Claude 3 Opus Vs. Google Gemini Vs. GPT-4 for Zero-Shot Text Classification 1 Month Ago by usmanmalik57 … required libraries. ``` import os import pandas as pd from sklearn.model_selection import train_test_split from sklearn.metrics import accuracy_score import anthropic from openai import OpenAI import vertexai from… Bouncing Balls: Creating a new ball when two balls collide 1 Month Ago by jprog1000 …){ return this.getBounds().intersects(b.getBounds()); } } import javax.swing.JFrame; public class Frame{ public static …ActionListener; import java.awt.event.ActionEvent; import javax.swing.JPanel; import javax.swing.Timer; import java.awt.Graphics; import java.… Re: Bouncing Balls: Creating a new ball when two balls collide 1 Month Ago by toneewa ….event.ActionListener; import java.awt.event.ActionEvent; import javax.swing.JPanel; import javax.swing.Timer; import java.awt.Graphics; import java.awt.Color; import java.util… Re: Bouncing Balls: Creating a new ball when two balls collide 1 Month Ago by toneewa ….event.ActionListener; import java.awt.event.ActionEvent; import javax.swing.JPanel; import javax.swing.Timer; import java.awt.Graphics; import java.awt.Color; import java.util… How can I upload a tar.bz2 file to openstack swift object storage container 1 Month Ago by Hanginium65 … Python. from keystoneauth1 import session from keystoneauth1.identity import v3 from swiftclient.client import Connection from swiftclient.client import ClientException import gzip import tarfile # Create a… 7 NLP Tasks to Perform for Free in Python with Mistral 7b LLM 1 Month Ago by usmanmalik57 …imports the required libraries. ``` from transformers import AutoModelForCausalLM, AutoTokenizer, logging from transformers import BitsAndBytesConfig import torch ``` ## Importing and Configuring the …quot;nf4", bnb_4bit_compute_dtype=torch.bfloat16 ) ``` Next, we import the `Mistral-7B-Instruct-v0.1` model, a variant … Re: How can I upload a tar.bz2 file to openstack swift object storage container 1 Month Ago by Salem … the file, and just gives you bytes. >>> import gzip >>> gz = gzip.open('foo.tar.gz… How Do I address ERROR: access violation writing 0x0000000000005140, 2 Months Ago by A_957 … highly appreciated: Chatbox.py file: from flask import Flask, render_template, request, jsonify import logging from gpt4all import GPT4All app = Flask(name) Load the… i don´t understand this syntax error when using OpenCV 2 Months Ago by Audun … character in identifier >>> This is the code: import cv2 # OpenCV for image processing image = cv2.imread(“C:\Users… Re: i don´t understand this syntax error when using OpenCV 1 Month Ago by Audun … cv - tot.py", line 1, in <module> import cv2 # OpenCV for image processing ModuleNotFoundError: No module named 'cv2… A module that comes with Python, doesn´t register? 1 Month Ago by Audun … cv - tot.py", line 1, in <module> import cv2 # OpenCV for image processing ModuleNotFoundError: No module named 'cv2… Re: i don´t understand this syntax error when using OpenCV 1 Month Ago by Reverend Jim What happens if you open a python shell and just type "import cv2"? As I said in your other thread, the problem might be with python 3.12. It imports ok under 3.10. Re: Extracting values from capturing groups in regex 2 Months Ago by AndreRet … many instances as possible.) Your code should look something like - import re html_data = ''' <tr align="right"><… Re: Improve HAVING BY performance 1 Month Ago by Biiim … is definitely something very wrong with your setup cause I import 10 million rows of 6 columns every week in less…