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xorbitsai / inference

Star 8.6k

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.

machine-learning deployment inference pytorch artificial-intelligence llama whisper gemma mistral openai-api llm flan-t5 chatglm llamacpp vllm ggml wizardlm qwen llama3 glm4

Updated Oct 16, 2025
Python

georgian-io / LLM-Finetuning-Toolkit

Star 857

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

nlp unit-testing falcon classification summarization lora nlp-machine-learning zephyr fine-tuning finetuning ablation-study large-language-models flan-t5 redpajama qlora llm-test llama2 mistral-7b

Updated Oct 25, 2024
Python

declare-lab / flan-alpaca

Star 354

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

transformers language-model alpaca llm flan-t5

Updated Jul 4, 2023
Python

zorazrw / filco

Star 198

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

question-answering dialog-generation fact-verification flan-t5 retrieval-augmented-generation llama2

Updated Apr 6, 2024
Python

zeyadusf / LLMs-from-Scratch

Star 156

Build a Large Language Model (From Scratch) book and Finetuned Models

nlp deep-learning book coding transformer classification summarization pretrained-models attention-mechanism from-scratch bert fine-tuning roberta gpt2 deberta llm flan-t5 llms-book advanced-neural-network

Updated Sep 25, 2024
Jupyter Notebook

HamedBabaei / LLMs4OL

Star 137

LLMs4OL:‌ Large Language Models for Ontology Learning

bloom transformers knowledge-graph bert ontology-learning gpt-3 gpt-4 large-language-models chatgpt flan-t5 llama-7b

Updated Sep 27, 2024
Python

vipulraheja / coedit

Star 131

Official implementation of the paper "CoEdIT: Text Editing by Task-Specific Instruction Tuning" (EMNLP 2023)

nlp deep-learning text-editing grammarly t5 t5-model writing-assistant text-revision large-language-models llm llms instruction-tuning flan-t5

Updated Sep 23, 2024
Shell

yyDing1 / GNER

Star 57

[ACL-24 Findings] Code implementation of Paper "Rethinking Negative Instances for Generative Named Entity Recognition"

text-generation transformer named-entity-recognition llama negatives state-of-the-art huggingface large-language-models flan-t5

Updated Mar 20, 2024
Python

Reason-Wang / flan-alpaca-lora

Star 51

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

pytorch lora alpaca peft low-rank huggingface t5 instruction-tuning flan-t5

Updated Jun 17, 2023
Python

terjanq / hack-a-prompt

Star 44

Tools and our test data developed for the HackAPrompt 2023 competition

hacking llm prompt-engineering chatgpt flan-t5

Updated Oct 20, 2023
HTML

VanekPetr / flan-t5-text-classifier

Star 43

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.

text-classification flan-t5 llm-training

Updated Oct 28, 2024
Python

rpidanny / llm-prompt-templates

Star 42

Empower your LLM to do more than you ever thought possible with these state-of-the-art prompt templates.

chrome-extension openai llama gpt edge-extension alpaca bard huggingface gpt-3 gpt-4 llm chatgpt bing-chat flan-t5 llamacpp

Updated Sep 19, 2024
TypeScript

replicate / getting-started-nextjs-language

Star 27

A template Next.js app for running language models like FLAN-T5 with Replicate's API

nextjs replicate large-language-models flan-t5

Updated Mar 14, 2023
JavaScript

dylan-slack / Tablet

Star 22

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

demo machine-learning framework instructions evaluation tabular-data language-model tk-instruct llms chatgpt flan-t5 flan-ul2

Updated Apr 28, 2023
Python

M-Taghizadeh / flan-t5-base-imdb-text-classification

Star 21

In this implementation, using the Flan T5 large language model, we performed the Text Classification task on the IMDB dataset and obtained a very good accuracy of 93%.

natural-language-processing text-classification fine-tuning imdb-dataset t5-model large-language-models flan-t5

Updated May 12, 2023
Jupyter Notebook

batmanscode / Talk2Book

Star 18

Use AI to personify books, so that you can talk to them 🙊

python pdf books jupyter openai huggingface-datasets large-language-models llm langchain flan-t5 talk2book instructor-embeddings

Updated Mar 25, 2023
Jupyter Notebook

CodeName-Detective / Prompt-to-Song-Generation-using-Large-Language-Models

Star 17

This project uses LLMs to generate music from text by understanding prompts, creating lyrics, determining genre, and composing melodies. It harnesses LLM capabilities to create songs based on text inputs through a multi-step approach.