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Verified signature🌐 Production-Ready This model works out of the box with: ✅ FastAPI backends ✅ Hugging Face pipeline ✅ Gradio / Streamlit frontends ✅ Real-time inference on CPU/GPU Let me know if you'd like help with a live demo or deployment script. 🤝 Let's Connect Crafted with care by <span style="color:#48b2f7; font-weight:600;">Raghavendra</span> 🛠️ If this model helps your project, please ⭐ it, give feedback, or open issues! Fork it to adapt it for your domain — or reach out if you want help creating one.d307af6 -
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Verified signature# 🚀 Sentiment-RoBERTa-Base (by Raghavendra) A fine-tuned [RoBERTa-base](https://huggingface.co/roberta-base) model for **binary sentiment classification** (positive/negative). Trained on a custom dataset across multiple sources including tweets, social comments, and headlines to handle **real-world tone detection**. > ✅ Use this model to build sentiment-aware applications, feedback classifiers, social media monitoring tools, or LLM content filters. --- ## 🧠 Model Details | Property | Value | |-----------------------|---------------------------| | Base Model | `roberta-base` | | Fine-tuned Tasks | Binary Sentiment Analysis | | Classes | `0 = Negative`, `1 = Positive` | | Language | English (`en`) | | Dataset | Custom multi-source | | Framework | 🤗 Transformers | --- ## 📊 Evaluation (on 20% held-out test set) | Metric | Score | |-…9babcdd -
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