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Created 7 months ago
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rasyosef

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notebooks to finetune `bert-small-amharic`, `bert-mini-amharic`, and `xlm-roberta-base` models using an Amharic text classification dataset and the transformers library

rag-with-phi-2-and-langchain

Retrieval Augmented Generation demo using Microsoft's phi-2 LLM and langchain

Python

AmharicSpeechToText

This repo contains a deep learning model that is capable of transcribing a speech to text in the Amharic language.

Jupyter Notebook

prod-rag-with-gemini-pro-and-pinecone

Gemini Pro LLM and Pinecone Vector Database for fast and performant Retrieval Augmented Generation (RAG) with LlamaIndex

Jupyter Notebook

AmharicSpeechToTextDashboard

Python

phi-2-chatbot

This chatbot was created using Microsoft's 2.7 billion parameter phi-2 Transformer LLM

Python

prod-rag-with-gpt-3_5-turbo-and-mongodb-atlas

GPT 3.5 Turbo LLM and MongoDB Atlas Vector Search for fast and performant Retrieval Augmented Generation (RAG) with LlamaIndex

Jupyter Notebook

phi-1_5-instruct

Notebooks to create an instruction following version of Microsoft's Phi 1.5 LLM with Supervised Fine Tuning and Direct Preference Optimization (DPO)

rasyosef/amharic-news-category-classification

rasyosef

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