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bert-embeddings

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GURPREETKAURJETHRA / Medical-RAG-using-Bio-Mistral-7B

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This is a RAG implementation using Open Source stack. BioMistral 7B has been used to build this app along with PubMedBert as an embedding model, Qdrant as a self hosted Vector DB, and Langchain & Llama CPP as an orchestration frameworks.

docker ai deployment pubmed llama mistral rag fastapi bert-embeddings bootstrap5 sentence-transformers qdrant large-language-models generative-ai langchain retrieval-augmented-generation
  • Updated Jul 31, 2024
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StepanTita / space-model

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Space Model framework that allows for maintaining generalizability, and enhances the performance on the downstream task by utilizing task-specific context attribution. It is an external LLM layer, that improves accuracy in classification task for multiple datasets, such as HateXplain, IMDB movies reviews and more.

nlp machine-learning text-classification python3 pytorch embeddings classification fine-tuning state-of-the-art latent-space bert-model bert-embeddings xlnet distilbert bert-fine-tuning large-language-models llm
  • Updated Jul 22, 2024
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