Replace OpenAI GPT with another LLM in your app by changing a single line of code. Xinference gives you the freedom to use any LLM you need. With Xinference, you're empowered to run inference with any open-source language models, speech recognition models, and multimodal models, whether in the cloud, on-premises, or even on your laptop.

Toolkit for fine-tuning, ablating and unit-testing open-source LLMs.

This repository contains code for extending the Stanford Alpaca synthetic instruction tuning to existing instruction-tuned models such as Flan-T5.

[Preprint] Learning to Filter Context for Retrieval-Augmented Generaton

LLMs4OL:‌ Large Language Models for Ontology Learning

This repository contains the code to train flan t5 with alpaca instructions and low rank adaptation.

Rethinking Negative Instances for Generative Named Entity Recognition

Fine-tuning of Flan-5T LLM for text classification 🤖 focuses on adapting a state-of-the-art language model to enhance its ability to classify text data.

The TABLET benchmark for evaluating instruction learning with LLMs for tabular prediction.

Training and fine-tuning flan-t5-small model based on provided text

Document Summarization App using large language model (LLM) and Langchain framework. Used a pre-trained T5 model and its tokenizer from Hugging Face Transformers library. Created a summarization pipeline to generate summary using model.

The official fork of THoR Chain-of-Thought framework, enhanced and adapted for Emotion Cause Analysis (ECAC-2024)

Flan-t5 model fine tune LoRA and Langchain

A preliminary investigation for ontology alignment (OM) with large language models (LLMs).

Master's thesis on Large Language Models for Document Visual Question Answering

Tutorial para treino de um modelo baseado Flan-T5 usando Flax no GCP-TPU

Struggled with creating catchy, human-like titles using ChatGPT or other LLMs? If you've ever been frustrated by AI-generated titles that lack a human touch, I’ve just published something you’ll find useful. My latest blog explores how Reinforcement Learning (RL) can push LLMs to craft more compelling, attention-grabbing headlines

This repository contains one of my cool project which I have created during my college's MINeD hack-a-thon.

A gradio frontend for Google's Flan-T5 Large language model, can also be adjusted for other sizes.

This repository contains my team's internship project work at Flexbox Technologies. We have developed a system that fills the patient details form automatically with the patient data extracted from pdf file.