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Evaluating OpenAI GPT 4.1 for Text Summarization and Classification Tasks 2 Weeks Ago by usmanmalik57 …= calculate_rouge(human_summary, generated_summary) results.append({ 'article_id': row.id, 'generated_summary': generated_summary, 'rouge1': rouge_scores['rouge1…i = 0 for _, row in dataset.iterrows(): title = row['TITLE'] abstract = row['ABSTRACT'] content = "… Text Classification and Summarization with DeepSeek R1 Distill Llama 70B 2 Months Ago by usmanmalik57 … = generate_response(system_instructions, user_query) rouge_scores = calculate_rouge(human_summary, generated_summary) results.append({ 'article_id': row.id, 'generated_summary': generated_summary, 'rouge1': rouge_scores['rouge1'], 'rouge2': rouge_scores['rouge2'], 'rougeL… DeepSeek R1 vs Llama 3.1-405b for Text Classification and Summarization 2 Months Ago by usmanmalik57 …, user_query) rouge_scores = calculate_rouge(human_summary, generated_summary) results.append({ 'model': model_name, 'article_id': row.id, 'generated_summary': generated_summary, 'rouge1': rouge_scores['rouge1'], 'rouge2': rouge_scores['rouge2'], 'rougeL… send checkbox to email using phpmailer 2 Months Ago by ianhaneybs … class="booking-form"> <div class="row mb-4"> <div class="col-lg… Re: Ensuring data consistency and integrity 2 Months Ago by Dani … with that. I am pretty sure you can shard by row or by column. We also have a Memcached pool (for… Re: Upgrade to Fiber internet 2 Months Ago by Dani … time. After dealing with it for 2 years in a row since moving here, on the 3rd year, we finally installed… Re: Multiple MySQL connections + transactions 1 Month Ago by toneewa … of results you get with autocommit, serializable isolation level, or row-level locking. If the databases are on the same server… 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 2 Months 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! Re: send checkbox to email using phpmailer 2 Months Ago by Dani I would begin by making sure that you sanitize input passed in via $_POST. This ensures that someone doesn't pass in something like `$POST['oneway'] = '</p>Foo!<strong>Blah</strong>` and completely screw up your HTML, or, worse yet, inject Javascript into your HTML. <p><b>One Way:</b> ' . … row to colum 17 Years Ago by irfani …{ $n[$row['btsname']]['date'][0] += $row[0]['dcr']; $n[$row['btsname']]['date'][1] += $row[1]['dcr']; $n[$row['btsname']]['date'][2] += $row[2]['dcr']; $n[$row['btsname…']]['date'][3] += $row[3]['dcr']; $n[$row['btsname… Row number, total and grand total not updating in dynamic table 13 Years Ago by newmaster … problem: 1. not updating row number and row ID after deleting rows 2.… name.value nameCell.appendChild(txtName); var quanityCell = row.insertCell(2) var txtQuanity = document.createElement('input');… = qtyVal quanityCell.appendChild(txtQuanity); var priceCell = row.insertCell(3) var txtPrice = document.createElement('input');… Re: Row number, total and grand total not updating in dynamic table 13 Years Ago by AleMonteiro … txtQuanity.value = qtyVal quanityCell.appendChild(txtQuanity); var priceCell = row.insertCell(3) var txtPrice = document.createElement('input'); txtPrice.type… Add events to list input btnEl.onclick = function () {deleteCurrentRow(row)}; txtPrice.onchange = function(){ calcValue(txtQuanity, txtPrice, txtTotal); } … Row length changes? 16 Years Ago by Sephy …flushall(); scanf("%hd",&row); g=row-1; //this is for going to row[0] element elemcount=lengthie[g]; //…g]); printf("For how much you want change row length??"); scanf("%hd",&change); if… (change=0){printf("Row length not changed");} if (change<0){ … Re: Row number, total and grand total not updating in dynamic table 13 Years Ago by newmaster Thank you AleMonteiro. You help me a lot. I made some changes it is working fine! I have changed [CODE]row[i].txtNo[0].id = txtNo[i]; [/CODE] to [CODE]tab.row[i].txtNo[0].id = txtNo[i]; [/CODE] Re: Row length changes? 16 Years Ago by Sephy vectors are those thingies vs *? if yes then yes :) btw they are used to reserve my row length because it can be different for each row Row variable to live link 15 Years Ago by studioceasar …will download an MP3 file? Using the code below: my $row['link'] displays the url in plain text. I would like…='0'> <tr> </tr>"; while($row = mysql_fetch_assoc($result)) { echo "<tr>"; echo &…quot;<td>" . $row['artist'] . "</td>"; echo "<… Need an idea as to how to get the row if a specific position is given 10 Years Ago by KetraCoder …item 4, item 5, item 6, item 7, item 8] Row 2[ item1, item2, item 3, item 4, item 5, item… 6, item 7, item 8] Row 3[ item1, item2, item 3, item 4, item 5, …item 6, item 7, item 8] Row 4[ item1, item2, item 3, item 4, item 5, …get a number, say 23. It would be in row 3, item 7. How would I programatically get the… row values in an array in phpexcel 12 Years Ago by tapuwa2002 … value. echo '<table>' . "\n"; for ($row = 1; $row <= $highestRow; ++$row) { echo '<tr>' . "\n"; for…;= $highestColumnIndex; ++$col) { $values = '<td>' . $objWorksheet->getCellByColumnAndRow($col, $row)->getValue() . '</td>' . "\n"; $items[]=$values… Re: row by row value 10 Years Ago by Bin_2 …;"; while ($row = mysqli_fetch_array($result1)) { $oqty = $row['oqty']; $sid = $row['sid']; $icode = $row['icode']; $item = $row['item']; $iunit = $row['iunit']; $icat = $row['icat']; //calculate…; <td><a href=\"stockreport.php?sid=$row[sid]\" class=slink>" . $item . … Re: row for value in div tag 14 Years Ago by bobgodwin … DISTINCT category FROM $mysql_table"); while($row = mysql_fetch_array($result)) { $cat = $row['category']; if ( $cat == $row['category'] ) { $cat = $row['category']; } echo "<div id…="Red"]$result[/COLOR] and [COLOR="Red"]$row[/COLOR], so I put a 's' on the end of… row doesn't exists mysql echo number 0 php table 14 Years Ago by Boskor … ORDER BY SUM(Analysis.Profit) DESC"); while ($row = mysql_fetch_array($tipster)) { $sel_tipster=$row['Username']; echo "<tr>"; echo…quot;; if (mysql_num_rows($profit)==0) { echo 0; } while ($row = mysql_fetch_array($profit)) { $sel_profit = $row['SUM(Analysis.Profit)']; echo $sel_profit; echo "</td… Re: row doesn't exists mysql echo number 0 php table 14 Years Ago by Boskor … SUM(Analysis.Profit) DESC"); while ($row = mysql_fetch_array($tipster)) { $sel_tipster=$row['Username']; $sel_tipster_id=$row['id']; $sel_profit = $row['SUM(Analysis.Profit)']; echo "<tr… row for value in div tag 14 Years Ago by bobgodwin …category FROM $mysql_table ORDER BY category"); while($row = mysql_fetch_array($result)) { echo "<div …id=\"".$row['category']."\"> "; echo "".$row['category'].""; echo …where [COLOR="Red"]echo "".$row['category']."";[/COLOR] is now. Kind … Re: row by row value 10 Years Ago by Kyle Wiering … $query); while ($row = mysqli_fetch_array($result)) { $results[] = $row; } mysqli_free_result($result);… = false; foreach($dataSet as $row) { // skip sales rows if ($row['qty'] < 0) { … Re: Row variable to live link 15 Years Ago by Rkeast Javascript button :) [code] ... echo "<td> <td>"; echo "<td><form><input type='button' name='download' value='Download File' onclick='window.location = \"".$row['link']."\"' /></form></td>"; echo "</tr>"; ... [/code] row data copy problem (unexpected T_STRING) 13 Years Ago by PsychicTide … for a way to copy the data from a row in one table (all columns) and insert it …code I connect to the first database, get the row and break down the columns into variables. I then…$row2 = mysql_fetch_array($result); $row3 = mysql_fetch_array($result); /*etc...*/ /*after finding the row, break it up*/ $one = $row3['col1']; $two = $row3['col2']; … Row style difference 13 Years Ago by ndeniche … is, my two table styles behave differently. I want the row to change background color on hover, so that, if my… cursor is anywhere on the row (any cell), the row will activate the on hover style. The first style… Re: row values in an array in phpexcel 12 Years Ago by LastMitch **@tapuwa2002** >I would to add row values in an array each column will be an array …