Evaluating OpenAI GPT 4.1 for Text Summarization and Classification Tasks Programming Computer Science by usmanmalik57 … in the [News Article Summary](https://github.com/reddzzz/DataScience_FP/blob/main/dataset.xlsx) dataset. The following script imports the dataset… its first five rows. ```python # https://github.com/reddzzz/DataScience_FP/blob/main/dataset.xlsx dataset = pd.read_excel(r"/content/summary_dataset… Benchmarking DeepSeek R1 for Text Classification and Summarization Programming Computer Science by usmanmalik57 … in their [News Article Dataset](https://github.com/reddzzz/DataScience_FP/blob/main/dataset.xlsx). The following script imports the dataset. ```python… # Kaggle dataset download link # https://github.com/reddzzz/DataScience_FP/blob/main/dataset.xlsx dataset = pd.read_excel(r"D:\Datasets… Text Classification and Summarization with DeepSeek R1 Distill Llama 70B Programming Computer Science by usmanmalik57 … in the [News Article Dataset](https://github.com/reddzzz/DataScience_FP/blob/main/dataset.xlsx). The following script imports the dataset. ```python… # Kaggle dataset download link # https://github.com/reddzzz/DataScience_FP/blob/main/dataset.xlsx dataset = pd.read_excel(r"/content/dataset… DeepSeek R1 vs Llama 3.1-405b for Text Classification and Summarization Programming Computer Science by usmanmalik57 … use the [News Articles Dataset](https://github.com/reddzzz/DataScience_FP/blob/main/dataset.xlsx) to summarise text using the `DeepSeek R1…. ```python # Kaggle dataset download link # https://github.com/reddzzz/DataScience_FP/blob/main/dataset.xlsx dataset = pd.read_excel(r"/content/dataset… Re: How to connect to the Pinterest API using PHP? Programming Web Development by Dani … flow for Pinterest: * https://github.com/dirkgroenen/pinterest-api-php/blob/master/src/Pinterest/Auth/PinterestOAuth.php * https://accreditly.io/articles… Re: Text Classification and Summarization with DeepSeek R1 Distill Llama 70B Programming Computer Science by rproffitt "Wiz Research Uncovers Exposed DeepSeek Database Leaking Sensitive Information" "Security researchers tested 50 well-known jailbreaks against DeepSeek’s popular new AI chatbot. It didn’t stop a single one." It only seems to get worse the more you look at DeepSeek. And I must note how it is known to not want to talk about … Re: Text Classification and Summarization with DeepSeek R1 Distill Llama 70B Programming Computer Science by policenbicleara Llama-70B struggles with sentiment analysis (69% accuracy) vs. Qwen-32B (87%). Summarization performance is weaker, with lower ROUGE scores. Qwen-32B is the better choice—smaller, faster, and more accurate. Re: Text Classification and Summarization with DeepSeek R1 Distill Llama 70B Programming Computer Science by Pelorus_1 Great breakdown of DeepSeek R1 Distill LLaMA 70B! The explanation of text classification and summarization is clear and insightful. Appreciate the practical examples—makes implementation much easier. Thanks for sharing! Blob Images are Cut Off - Limited Data? Programming Databases by entercow … an MSSQL DB which stores images as blob's. When I pull out the blob it seems to be cut off at… to do something inside my query to process a large blob? I'm using ODBC through PHP. Thank you in advance… Blob In Oracle Programming Software Development by Hemanth.Satkuri … able to insert the document with attachments in it as blob into Oracle DB. I am able to download the same… document with the same attachments. But When I open it(blob) with Document Builder and write some lines of text in… it and convert back to Blob and download it , the attachments within the document are converted… Re: Blob to picturebox problem Programming Software Development by TnTinMN … = rdr.GetOracleBlob(1) Dim blobbytes(CInt(blob.Length)) As Byte blob.Read(blobbytes, 0, CInt(blob.Length)) 'create a new memory stream initialized… Re: Blob Images are Cut Off - Limited Data? Programming Databases by entercow … to 4k - ideas? This is the first time using a blob field. Re: Blob Images are Cut Off - Limited Data? Programming Databases by sknake Probably. I use blob in MSSQL all the time with no problems. Unfortunately I have no PHP experience so you may try the PHP forum :P If you have any more database questions then go ahead and post back here Please mark this thread as solved if you feel we have answered the MSSQL end of this question and good luck! Re: Blob Images are Cut Off - Limited Data? Programming Databases by entercow … don't really understand why a huge field like the blob would end up being trimmed to 4096 on output - but… blob confusion Programming Databases by extemer … uploading images and and i set the image type as blob in mysql db but one of friend suggest me that… setting image type as blob is not a good technique as retrieving images from db… BLOB to human readable? Programming Databases by riahc3 I store "BYTE[]" type data into a BLOB. It stores it perfectly, the data being represented by hexadecimal … in hex. There is no complex data structures inside the BLOB. What is the best way to do this? Thank you blob and longtext Mysql type Programming Databases by chrisschristou hello i wanted to insert data into database like html format i mean i text wich contain html tag like H1 H2 OR P, and any basic other i must use BLOB OR LONGTEXT, if i uses BLOB i must enter that directly in database or upluad that file ?? is not really cleary, i dont know how to explain: so i want to store an html page in database with images Re: blob confusion Programming Databases by debasisdas You can store either way 1. Convert the file into a binary stream and store the same in DB as BLOB. 2. Store the physical path of the file as a string in the DB. Both as its own pros and cons. Re: BLOB to human readable? Programming Databases by Excizted Unserealizing the BLOB byte data would be done in a program, probably just like you turned it into bytes in the first place. I don't think there is a way of doing this directly in the database, and if so, we would like to know what type of database you are using. Re: BLOB to human readable? Programming Databases by riahc3 > Unserealizing the BLOB byte data would be done in a program, probably just … Blob data from MySql Programming Software Development by aneeka Is there anyone knows how to display a blob datatype from MySql database to the RptImage in Visual Basic 6.0 Data Report? Help me, please!!:-/ Blob decode problem Programming Databases by stbtwitter Hello, I have a mysql field that is a blob and I use encode to encrypt the values for that … Blob data Issue with JDBC Programming Software Development by nikita.chandra Hi all! anyone can please tell me how to retrieve and display a blob data (which is a html page) which is stored in MySql databae by using JDBC on a jsp page Thanks. Re: Blob data Issue with JDBC Programming Software Development by masijade [url=http://www.lmgtfy.com/?q=jdbc+blob]here[/url]. Blob to picturebox problem Programming Software Development by kerek2 … is when i'm using System.Data.Oracleclient to pull blob into picturebox it's ok, but when i'm using… Re: Blob to picturebox problem Programming Software Development by TnTinMN could you also show the code where you retrieve the blob and fill imagedata? Blob Columns Programming Software Development by maiga … field the data back into a richtextbox. Before I used BLOB to populate the field with data. I beg I need… Re: Save blob data to disk Programming Databases by debasisdas BLOB is a stream of binary data. You need to read from DB and reconstruct the file from binary stream and use the file. Re: how to display blob in PictureBox Programming Software Development by Ramy Mahrous blob is binary and I uses this tyoe in my post Problem in uploading file to oracle database using blob Programming Databases by rashmi_s ….Rows) { lblPoemName.Text = dr[1].ToString(); byte[] blob = (byte[])dr[2]; lblCategory.Text = dr[4].ToString… lblLName.Text = dr[8].ToString(); FS.Write(blob, 0, blob.Length); FS.Close(); FileStream fs2 = new FileStream…