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)
-
Updated
Nov 23, 2023 - Jupyter Notebook
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)
💢 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)
CodeChat: Enabling interaction with codebases present in GitHub repositories. Seamlessly explore, query, and discuss code with a powerful RAG pipeline, making coding intuitive and efficient
Leveraged Ollama, streamlit and the open source Mistral LLM to create a local chatbot to locally answer questions on given website(s)
A versatile CLI and Python wrapper for Mistral AI's 'Mixtral' and 'Mistral' large language models. Streamline the creation of chatbots and generate dynamic text with ease.
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.
Developed system for the "Climate Activism Stance and Hate Event Detection" Shared Task at CASE 2024
Enhanching YT Summarization with OpenAI Whisper + Llama2 + RAG
This chat bot answers all your questions regarding menstruation ( hormonal changes , phases of menstruation and many more)
An LLM for Mental Health Counseling
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
ProfessorAI is an application that allows professors to upload course material into the platform, which in turn, learns and indexes all the information. Subsequently, students can use a chat application to ask the model any question pertaining to the course material.
Add a description, image, and links to the mistral-7b topic page so that developers can more easily learn about it.
To associate your repository with the mistral-7b topic, visit your repo's landing page and select "manage topics."