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| <html lang="fr"> | |
| <head> | |
| <meta charset="UTF-8"> | |
| <meta name="viewport" content="width=device-width, initial-scale=1.0"> | |
| <title>DistilBERT Sentiment Classifier</title> | |
| <style> | |
| :root { | |
| --bg-color: #0f172a; | |
| --card-bg: #1e293b; | |
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| .header h1 { | |
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| .inference-box { | |
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| .inference-item { | |
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| </style> | |
| </head> | |
| <body> | |
| <div class="card"> | |
| <div class="header"> | |
| <h1>🎬 DistilBERT Sentiment Classifier</h1> | |
| <p>DistilBERT fine-tuned for sentiment analysis on Rotten Tomatoes.</p> | |
| </div> | |
| <div class="section-title">Target Classes</div> | |
| <div class="classes-container"> | |
| <span class="badge">NEGATIVE</span> | |
| <span class="badge">POSITIVE</span> | |
| </div> | |
| <div class="section-title">Example Inference</div> | |
| <div class="inference-box"> | |
| <div class="inference-item"> | |
| <span>Accuracy</span> | |
| <strong>0.8433395872420263</strong> | |
| </div> | |
| <div class="inference-item" style="margin-top: 16px;"> | |
| <span>Evaluation loss</span> | |
| <strong>0.42508700489997864</strong> | |
| </div> | |
| <div class="section-title">MLOps Pipeline</div> | |
| <div class="workflow"> | |
| <div class="workflow-steps"> | |
| Dataset ➔ <span>Tokenization</span> ➔ <span>Fine-tuning</span> ➔ <span>Evaluation</span> ➔ <span>HF Hub</span> ➔ <span>Space</span> | |
| </div> | |
| </div> | |
| <a class="button" href="https://huggingface.co/92amineee/sentiment-versioning-demo" target="_blank"> | |
| 🤗 View Model Card on Hugging Face | |
| </a> | |
| </div> | |
| </body> | |
| </html> |