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Evaluating OpenAI GPT 4.1 for Text Summarization and Classification Tasks 3 Days Ago by usmanmalik57 … ROUGE scores between them. ```python # Function to calculate ROUGE scores def calculate_rouge(reference, candidate): scorer = …sampled_df) predictions = parse_outputs_to_dataframe(outputs) targets = sampled_df[subjects] # Calculate Hamming Loss hamming = hamming_loss(targets, predictions) print(f"Hamming… 【McCharts】基于鸿蒙 ArkTS 语法开发的图表组件 -- 折线图 1 Month Ago by 杨_659 …Split into equal parts let cSpiltVal = maxValue / cSpiltNum // Calculate the split spacing for(var i = 0; i <=… length const scaleX = this.options.cSpace + maxNameW // Calculate the equal intervals through the maximum value of the data…, and then calculate the coordinates of each end point const scaleY … Benchmarking DeepSeek R1 for Text Classification and Summarization 2 Months Ago by usmanmalik57 … output and compare it with the target labels to calculate accuracy. ```python keywords = {"positive", …following script defines the `calculate_rouge()` function to calculate ROUGE scores for each article summary. ```python #…our dataset, generate the article summaries, and calculate their ROUGE scores. The output shows the average… Text Classification and Summarization with DeepSeek R1 Distill Llama 70B 2 Months Ago by usmanmalik57 … ROUGE scores for a single summary. ```python # Function to calculate ROUGE scores def calculate_rouge(reference, candidate): scorer = rouge_scorer.RougeScorer(['… dataset, generate article summaries using the `generate_response()` function, and calculate ROUGE scores for summaries using the `calculate_rouge()` function. Finally, … DeepSeek R1 vs Llama 3.1-405b for Text Classification and Summarization 1 Month Ago by usmanmalik57 … for text summarization and machine translation problems. ```python # Function to calculate ROUGE scores def calculate_rouge(reference, candidate): scorer = rouge_scorer.RougeScorer(['rouge1… Re: Odd but True Facts 1 Month Ago by Reverend Jim …,751,104 furlongs per fortnight. I decided to calculate this after having to calculate the current gas price for my son's… Re: Fine-tuning OpenAI Vision Models for Visual Question-Answering 2 Months Ago by RKE2 Fine-tuning OpenAI Vision Models for visual question-answering is an exciting step forward in AI! It is amazing how these models can combine image recognition with natural language processing to provide accurate, context-aware answers. Cannot wait to see more advancements! Re: Text Classification and Summarization with DeepSeek R1 Distill Llama 70B 2 Months Ago 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 2 Months Ago 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 1 Month Ago 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! calculate the date difference between two dates exclude the saturday and sunday 17 Years Ago by palcham calculate the date difference between two dates exclude the saturday and sunday(Please dont calculate saturday and sunday between two dates) Calculate 3 Scores 15 Years Ago by clarence_cool03 {-='Calculate 3 Scores using Dev-C LaNguaGe'=-} Calculate the average of ten numbers using arrays 15 Years Ago by clarence_cool03 {-='Calculate the average of ten numbers using arrays'=-} calculate value of PI from the infinite series 13 Years Ago by programing calculate value of PI from the infinite series π = 4-4/3+… Re: calculate the grades for a student using if..else statements. 7 Years Ago by Altaf_2 Calculate a grade of student Total marks=100 Mark=int(Input(&… Re: calculate the date difference between two dates exclude the saturday and sunday 17 Years Ago by palcham Ok ok Sorry is there any code for calculate the date difference between two dates with out calculating the saturday and sunday.is there any code means please send to me. Advance Thanks Re: calculate the date difference between two dates exclude the saturday and sunday 17 Years Ago by palcham … with saturday and sunday but my expect output is without calculate the saturday and sunday[/B][/B] So you please help… calculate without repetaion of combination?? 15 Years Ago by rush1 …have no1 to no30 product prices. I want to calculate combination for 30 product prices Suppose I have 30 …different numbers.. I want to calculate their sum by using combination. But combination should not…repetition How to do that?? I think when i calculate sum without repetition for numbers it takes minimum time… Calculate Depreciation 14 Years Ago by charlie812006 … it has been a while Pseudocode * [CODE] * Calculate the straight line depreciation <This is done regardless for…-line depreciation by calling setAssetBookValue() * exit method * * Calculate the double declining depreciation * Until you actually set the BookValue… calculate carbon footprint program 11 Years Ago by Violet_82 …(check out a few sites that explains how to calculate carbon footprint). Write an application that creates objects oh…electricity kWh * 12 source http://www.howany.com/how-to-calculate-carbon-footprint/ For a bike carbon footprint = miles * …program I will only create some objects and then calculate the carbon footprint. 2)what sort of relevant … calculate allowance 16 Years Ago by Lokesh.snghl … alowance and driving alowance,But i have some problem to calculate it. for it i m making structure of database Sourec… B A 5\14\2008 5\15\2008 SAME STATE CALCULATE DAYS B/W 1.SOURCE CITY A TO DESTINATION B… Calculate Difference for Groups 13 Years Ago by sid78669 … by Income/Expense. However, I want to be able to calculate the sub-totals of incomes and expenses and then show… what the difference is. I am able to calculate the subtotals, but have no idea how to… calculate dates 13 Years Ago by titosd Hello, I need to calculate dates, e.g: if i have this date on string "12-07-2008" and I want to add to this date 17 month. How can I calculate this date. are the a func that do this calculate ? or I nedd to write it ? Thank you Re: calculate the value of e^x 15 Years Ago by stevelg … e^x! Presumably, this is an exercise in programming to calculate the value as a series (hence collecting and printing a…(x). What you need is for the for loop to calculate each term of the expression and add them into the… Calculate Age in VB 2005 17 Years Ago by muskdial … write a lot of applications where I frequently need to calculate a patient's age based on their date of birth… long story short I have developed a complete application to calculate age and I'm enclosing a zipped copy for anyone… calculate car speed (mph) using speed of light 17 Years Ago by pyramid I need to write two functions to calculate the speed and the $fine for over speeding. The formula …: V = c * (W0 – W1) / W0 I wrote the function to calculate the speed, but the results are incorrect, using the formulas… Calculate Federal Tax 17 Years Ago by abarnett … am to write a program that can be used to calculate the federal tax. The tax is calculated as follows: For… taxAmount: this function computes and returns the tax owed To calculate the taxable income, subtract the sum of the standard exemption… Calculate time with sometimes an 00:00:00 field 16 Years Ago by kvdd Hello, I try with the following query to calculate the working time of employees: [code=mysql] SELECT TIME_FORMAT( ADDTIME( … is given, no total is displayed (NULL). How can I calculate the correct total, when pause is given or not? Calculate Running total without ordered index 16 Years Ago by scholzr I am trying to find a way to calculate a running total of a field in my database, and … below- the BALANCE column is what I am trying to calculate). I want to order them first by the date column… calculate dynamic created text values 16 Years Ago by scorpionz …()" /> [/code] when i press button i need to calculate the points that i input in the text boxes. and…> [/code] I am unable to create a javascipt to calculate the total points in boxes. Any Response will be highly…