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- license: apache-2.0
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+ license: apache-2.0
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+ # Agentic Transformer System for Hugging Face
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+ This repository contains the code, configurations, and scripts to create a modular AI system with multiple specialized agents for text classification, sentiment analysis, summarization, code generation, and more.
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+ ## Project Overview
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+ This system uses a mixture of specialized agents to handle diverse tasks. Each agent is fine-tuned for its specific role and is managed by an orchestration layer that ensures smooth communication and data flow between agents.
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+ ## Models and Datasets
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+ ### Pre-trained Models
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+ - **Text Classification Agent:** BERT Base Uncased ([Hugging Face Model](https://huggingface.co/bert-base-uncased))
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+ - **Sentiment Analysis Agent:** RoBERTa ([Hugging Face Model](https://huggingface.co/roberta-base))
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+ - **Summarization Agent:** BART ([Hugging Face Model](https://huggingface.co/facebook/bart-large))
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+ - **Code Generation Agent:** CodeBERT ([Hugging Face Model](https://huggingface.co/microsoft/codebert-base))
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+ - **Web Search Agent:** DistilBERT ([Hugging Face Model](https://huggingface.co/distilbert-base-uncased))
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+ ### Datasets
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+ - **Training and Validation Dataset:** IMDB Movie Reviews ([Hugging Face Dataset](https://huggingface.co/datasets/imdb))
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+ - **Evaluation Dataset:** SST-2 ([Hugging Face Dataset](https://huggingface.co/datasets/glue/viewer/sst2))
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+ ## Installation
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+ To install the required dependencies, run:
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+ ```bash
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+ pip install -r requirements.txt