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1. transformer-models-for-domain-specific-machine-translation transformer-models-for-domain-specific-machine-translation Public

   Example application for the task of fine-tuning pretrained machine translation models on highly domain-specific, self-extracted translated sentences

   Python 6

2. qlora-based-efficient-fine-tuning-for-sentence-pair-classification qlora-based-efficient-fine-tuning-for-sentence-pair-classification Public

   Example application for applying QLoRA-based Parameter-Efficient Fine-Tuning (PEFT) to a sentence pair classification task using Mistral-7B and Llama3-8B

   Python

3. debertav3-for-aspect-based-sentiment-analysis debertav3-for-aspect-based-sentiment-analysis Public

   Application for training the pretrained transformer model DeBERTaV3 on an Aspect Based Sentiment Analysis task

   Python 3 1

4. BEiT-image-transformer-for-food-classification BEiT-image-transformer-for-food-classification Public

   Example application for training Microsofts's pretrained BEiT image transformer model on a new image classification task

   Python

5. BGE-M3-and-Gemma-2-for-retrieval-augmented-generation BGE-M3-and-Gemma-2-for-retrieval-augmented-generation Public

   Example application for using the BGE-M3 embedding model and Google's Gemma-2-9B-Instruct generation model in a LangChain-based RAG pipeline to answer Lord of the Rings trivia questions

   Python

6. LangChain-SQL-Agent-for-dynamic-data-visualization LangChain-SQL-Agent-for-dynamic-data-visualization Public

   Example application for constructing and running an LLM-based LangChain SQL Agent based on GPT-4o mini that can dynamically query a database and invoke multiple visualization tools

   Python