Claude 3 Opus Vs. Google Gemini Vs. GPT-4 for Zero-Shot Text Classification Programming Computer Science by usmanmalik57 …negative_sample]) # Reset index if needed dataset.reset_index(drop=True, inplace=True) # print value counts print(dataset["airline_sentiment&… responses = model.generate_content( content, generation_config= config, stream=True, ) for response in responses: return response.text ```… 7 NLP Tasks to Perform for Free in Python with Mistral 7b LLM Programming Computer Science by usmanmalik57 …(logging.CRITICAL) bnb_config = BitsAndBytesConfig( load_in_4bit=True, bnb_4bit_quant_type="nf4", bnb_4bit_compute_dtype=torch.…max_new_tokens=response_tokens, temperature = temperature, do_sample=True) decoded = tokenizer.batch_decode(generated_ids) … Re: What's up with XOAuth? Programming Web Development by toneewa …->setSmtpPort(587); $bmh->setSmtpSecure('tls'); $bmh->setSmtpAuth(true); // Set OAuth2 credentials $bmh->setAuthType('XOAUTH2'); $bmh->setOauthClientId… Fine Tuning Google Gemma Model for Text Classification in Python Programming Computer Science by usmanmalik57 …sizes to 4 bits. ``` bnb_config = BitsAndBytesConfig( load_in_4bit=True, bnb_4bit_quant_type="nf4", bnb_4bit_compute_dtype=torch.bfloat16 ) ```…warmup_steps=2, max_steps=100, learning_rate=2e-4, fp16=True, logging_steps=1, output_dir="outputs", optim=&… Retrieval Augmented Generation (RAG) with Google Gemma From HuggingFace Programming Computer Science by usmanmalik57 ….generate(**inputs, max_new_tokens = 500) final_response = tokenizer.decode(outputs[0], skip_special_tokens=True) return final_response ``` We can test the `generate_response` function using the… How Do I address ERROR: access violation writing 0x0000000000005140, Programming Web Development by A_957 …({"response": response}) if name == 'main': app.run(debug=True) In html file: $(document).ready(function(){ $('#enterButton').click(function(){ var… Re: Improve HAVING BY performance Programming Databases by Dani Yes, that's true. But for those instances where we are left in circumstances where we have to perform HAVING on large tables, is there *anything* we can take into consideration for performance? Even if we must do large table scans, are there any tips in the most efficient way of doing them? Re: How Do I address ERROR: access violation writing 0x0000000000005140, Programming Web Development by rproffitt Python shouldn't create such an error. Reference https://www.reddit.com/r/learnpython/comments/kv83hc/error_code_exception_access_violation_writing_0x0/ I can't duplicate your issue but if this was mine I'd place a logging command in my python script at each step so I could nail down which line of code threw the error. Tutorial on that at … Re: How Do I address ERROR: access violation writing 0x0000000000005140, Programming Web Development by Dani I don't have any python experience, sadly, but I am super awesome at jQuery. Once you solve this server-side problem at hand, if you find yourself with the jQ side of things not working, please don't hesitate to post. TensorFlow Keras Sequence Data Generator for Multimodal Classification Programming Computer Science by usmanmalik57 …tokenized_data = self.tokenizer(batch_texts, padding='max_length', truncation=True, max_length=self.max_length, return_tensors="tf") …ModelCheckpoint( 'best_model.h5', monitor='val_accuracy', verbose=1, save_best_only=True, mode='max', save_weights_only=False ) # Train the model history… Re: Multilabel Text Classification using Hugging Face Models for TensorFlow Programming Computer Science by Aravind_11 Thank you very much for this informative example! I have a question regarding the line "bert = TFAutoModel.from_pretrained(model_name, from_pt = True)". Since we are using Tensorflow here, shouldn't we leave out "from_pt = True" ? PDF Image Table Extractor Web App with Google Gemini Pro and Streamlit Programming Computer Science by usmanmalik57 …[prompt] responses = model.generate_content( input, generation_config= config, stream=True, ) full_response = "" for response in responses: full_response… = st.file_uploader("Choose images", accept_multiple_files=True, type=['jpg', 'png']) ``` Next, we will… Multivariate Stock Price Prediction with Transformer Encoder in TensorFlow Programming Computer Science by usmanmalik57 … 1D CNN article. ``` early_stopping = EarlyStopping(monitor='val_loss', patience=100, restore_best_weights=True) # Train the model with early stopping history = model.fit( X_train….figure(figsize=(10,6)) plt.plot(y_test, color='green', label='True Stock Price') plt.plot(y_true, color='blue', label='Predicted Stock… Problem Returning MySQL Stored Procedure results using Python Programming Databases by cored0mp …'password': 'daniwebisthebest', 'host': 'localhost', 'database': 'fundatabase', 'raise_on_warnings': True } connection=mysql.connect(**blank_connection_string, autocommit=True) cursor=connection.cursor() cursor.execute(sql) cursor… I need help with Twitter API v1.1 Programming Web Development by FarrisFahad … 'status' => $status ]); curl_setopt($ch, CURLOPT_RETURNTRANSFER, true); curl_setopt($ch, CURLOPT_SSL_VERIFYPEER, false); $response = curl_exec($ch);… curl_close($ch); $result = json_decode($response, true); print_r($result); It's returning: `Array ( [errors]… Re: I need help with Twitter API v1.1 Programming Web Development by FarrisFahad … 'text' => $text ]); curl_setopt($ch, CURLOPT_RETURNTRANSFER, true); curl_setopt($ch, CURLOPT_SSL_VERIFYPEER, false); $response = curl_exec($ch);… curl_close($ch); $result = json_decode($response, true); print_r($result); Array ( [title] => Unsupported … Comparing Google Gemini Pro with OpenAI GPT-4 for Zero-Shot Classification Programming Computer Science by usmanmalik57 …csv") dataset = dataset.sample(frac=1).reset_index(drop=True) dataset = dataset.head(100) print(dataset['sentiment'].value_counts…(review) responses = model.generate_content( content, generation_config= config, stream=True, ) for response in responses: return response.text ``` Next, … Converting PDF Image to CSV Using Multimodal Google Gemini Pro Programming Computer Science by usmanmalik57 …glob.glob(os.path.join(directory, '**', '*.jpg'), recursive=True) return [os.path.abspath(path) for path in …[prompt] responses = model.generate_content( input, generation_config= config, stream=True, ) full_response = "" for response in responses: full_response … Re: Problem Returning MySQL Stored Procedure results using Python Programming Databases by cored0mp … yeah, I remember! sql="select * from metatable where some_criterium=true" cursor.execute(sql) results=cursor.fetchall() #from here everything… Re: DomNodeInserted and DomNodeRemoved now deprecated Programming Web Development by Dani …() { function_name(); }); */ const observer = new MutationObserver(function_name); observer.observe(element, { subtree: true, childList: true }); Re: Theory on the VPN Programming Mobile Development by hazeeq @MrM it is indeed true that ha tunnel plus basically allows a physical device to … Re: Problem with the external hard drive Hardware and Software Microsoft Windows by Ryan Morgan … Here](https://www.youtube.com/watch?v=0L2vCS-dV-M) True, it cost me $97.95, but that's nothing compared… Re: Is Coding About Authoring or Achieving a Specification? Programming by Reverend Jim … RTETURNS TO SECOND C IFIRST IS LOGICAL WHICH CALLER PROVIDES TRUE ON C FIRST READ OFF OF THIS ALLOCATION OF THIS… Re: Do you think Google is doing a good job as a search engine? Digital Media Digital Marketing by barbarajameson <spam reference>'s "Write My Term Paper" service is a true academic lifesaver. Their team of dedicated experts with meticulous attention to detail, ensuring it met all my requirements. Thanks to their professionalism and timely assistance, I was able to submit a high-quality paper that earned me commendable grades. Re: Using ChatGPT to Interact with Third-Party Applications in Python Programming Computer Science by catherine_11 Integrating ChatGPT with third-party applications in Python involves utilizing [OpenAI's API](http://www.google.com). Begin by obtaining API credentials, then craft Python scripts to send requests and process responses. Adhere to OpenAI's documentation for optimal integration, ensuring secure and efficient interaction with the ChatGPT model. Re: I need help with Twitter API v1.1 Programming Web Development by pritaeas https://developer.twitter.com/en/docs/twitter-api/getting-started/make-your-first-request You Authorization header is wrong, please reread the documentation. It should look like this: `Authorization: BEARER <your_bearer_token>` Re: I need help with Twitter API v1.1 Programming Web Development by Dani It seems as if you have to use OAuth to authenticate on behalf of your user (or whomever you want your application to post tweets on the behalf of). How did you generate the authorization bearer_token? It seems as if that's just a token to authenticate on behalf of your app, *not* on behalf of an end-user of your app/Twitter, which is what you need… Re: I need help with Twitter API v1.1 Programming Web Development by Dani Here's a document on how to use OAuth 1.0a: https://developer.twitter.com/en/docs/authentication/oauth-1-0a/obtaining-user-access-tokens That's what you need. Re: I need help with Twitter API v1.1 Programming Web Development by Dani OK, so I have some more time right now to explain in greater detail. When you post a tweet, you're app is basically acting on behalf of an end-user. Twitter, or X, or whatever they call themselves now, needs your end-user to go through the process of authenticating and then authorizing your app to tweet on their behalf ... kinda like Sign In with … Re: Problem Returning MySQL Stored Procedure results using Python Programming Databases by Dani Haha, good job! Thanks for sharing your solution. Sometimes that happens with me. As you type it up, you think about how to phrase what's wrong and what needs to happen, and it makes you think about it from different angles, and you figure it out.