💢 Pressure testing the context window of open LLMs
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Updated
Feb 8, 2024 - Jupyter Notebook
💢 Pressure testing the context window of open LLMs
Modal LLM LLama.cpp based model deployment as part of series of Model as a Service (MaaS)
Fine tuning Mistral-7b with PEFT(Parameter Efficient Fine-Tuning) and LoRA(Low-Rank Adaptation) on Puffin Dataset(multi-turn conversations between GPT-4 and real humans)
Text2ImageDescription retrieves relevant images from Pascal VOC 2012 dataset using OpenAI CLIP, based on text queries, and generates descriptions using quantized Mistral-7b model.
[KGC '24] This application is for visualisation of Knowledge Graphs. We employe a novel technique which uses LLM based agent for triple extraction from unstructured text. It also got accepted at Text2KG 2024 (ESWC). However, it has better prompting strategy to carry. This tool's backend can be considered as an extension.
Simple Question Answering using TheBloke/Mistral-7B-Instruct-v0.1-GGUF. Deployed on HuggingFace Space.
This repository will save any code related to NLP and LLM models for chatbots or task instructions, such as BERT, DISTILLBERT, LLAMA2, MISTRAL, T5, etc.
DocAI is a custom medical agent that can help patients to access medical information more effectively.
Repository that demonstrates how to build a digital assistant using the Mistral Instruct Large Language Model (LLM) and LLAMA CPP. The system combines the LLM with Sentence Transformers (embeddings) in a Retrevial Augmented Generation Approach (RAG).
This is an AI based Personalized Menstrual Health Care Recommender to suggest a Care plan and answer any queries a women can face during the Menstrual Cycle
Free, local, open-source RAG with Mistral 7B LLM, using local documents.
AI-driven solution for Instagram posts generation in a particular tone-of-voice (April-May, 2024)
Using LLMs to generate custom UI elements. Currently using Mistral-7b.
Offline Multi-Modal RAG. Execution Scripts optimized for for Intel, CUDA.
Imagine an application that autonomously take down notes for you during meetings, lectures, and conversations. Check this out...
A local API for using a Mistral 7b LLM to summarize JSON data into semantically rich plain text.
Nutritional AI is a chatbot designed to provide tailored nutritional advice using Retrieval-Augmented Generation (RAG) from NCBI scientific database
The first ever AI Agent built ontop of the blockchain
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