Projects in Awesome Lists tagged with flan-t5

https://github.com/xorbitsai/inference

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.

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

Last synced: 22 Apr 2025

https://github.com/georgian-io/LLM-Finetuning-Toolkit

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

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

Last synced: 12 Apr 2025

https://github.com/georgian-io/llm-finetuning-toolkit

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

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

Last synced: 11 Apr 2025

https://github.com/declare-lab/flan-alpaca

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

alpaca flan-t5 language-model llm transformers

Last synced: 06 Apr 2025

https://github.com/zorazrw/filco

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

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

Last synced: 26 Feb 2025

https://github.com/rpidanny/llm-prompt-templates

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

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

Last synced: 24 Jan 2025

https://github.com/terjanq/hack-a-prompt

Tools and our test data developed for the HackAPrompt 2023 competition

chatgpt flan-t5 hacking llm prompt-engineering

Last synced: 02 Mar 2025

https://github.com/mltrev23/google-flan-t5-small

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

ai fine-tune flan-t5 flan-t5-small model-tra modeling python

Last synced: 06 Apr 2025

https://github.com/codename-detective/prompt-to-song-generation-using-large-language-models

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.

deep-learning deep-reinforcement-learning flan-t5 genre-classification llama3 llms natural-language-processing policy-gradient rlhf seq-to-seq transformers

Last synced: 12 Apr 2025

https://github.com/zeyadusf/llms-from-scratch

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

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

Last synced: 25 Feb 2025

https://github.com/arasgungore/generative-ai-with-llms

My solutions to the lab assignments in the Generative AI with Large Language Models course offered by Amazon Web Services.

amazon amazon-web-services artificial-intelligence aws aws-s3 chat-bot chatbot coursera coursera-assignment coursera-course flan-t5 generative-adversarial-network generative-ai generative-model generativeai large-language-models natural-language-processing prompt prompt-engineering summarization

Last synced: 12 Apr 2025

https://github.com/mltrev23/flan-t5-fine-tune

Flan-t5 model fine tune LoRA and Langchain

ai fine-tune flan-t5 langchain lora model-fine-tune modeling python

Last synced: 06 Apr 2025

https://github.com/nicolay-r/thor-ecac

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

chainofthought colab-notebook emotion-analysis emotion-cause-pair-extraction fine-tuning flan-t5 framework llm notebook-jupyter reasoning semeval semeval-2024 transformers-models

Last synced: 19 Dec 2024

https://github.com/hoanglayor/finetune-llms-for-sequence-classification

Finetune Flan-T5 for email classification

email-classification flan-t5 spam-classification

Last synced: 29 Jan 2025

https://github.com/sergio11/llm_finetuning_and_evaluation

The LLM FineTuning and Evaluation project 🚀 enhances FLAN-T5 models for tasks like summarizing Spanish news articles 🇪🇸📰. It features detailed notebooks 📚 on fine-tuning and evaluating models to optimize performance for specific applications. 🔍✨

ethical-ai fine-tuning flan-t5 llm machine-learning natural-language-processing nlp parameter-efficient-tuning ppo prompt-engineering python pytorch qlora rlhf text-generation tinyllama transformer-models

Last synced: 17 Apr 2025

https://github.com/kuberwastaken/treat-cs50

An AI web application Built with Flask and Python to Analyze Movie and Show scripts for Potential Triggers - CS50x Capstone Project

artificial-intelligence cs50 cs50x flan-t5 flask google python treat

Last synced: 13 Mar 2025

https://github.com/himanshuvnm/foundation-model-large-language-model-fm-llm

This repository was commited under the action of executing important tasks on which modern Generative AI concepts are laid on. In particular, we focussed on three coding actions of Large Language Models. Extra and necessary details are given in the README.md file.

attention-is-all-you-need aws fine-tuning flan-t5 foundation-models generative-ai hate-speech-detection huggingface huggingface-transformers large-language-models lora low-rank-ada ml-m5-2xlarge peft-fine-tuning-llm python3 pytorch rlhf rnn-pytorch

Last synced: 17 Feb 2025

https://github.com/semaj87/summarise-dialogue-flan-t5

Performing the task of dialogue summarisation using Generative AI, whilst comparing the effects of zero shot, one shot and few shot prompt engineering. These steps are used to enhance the completion of Large Language Models (LLMs))

dialogue-sum flan-t5 generative-ai huggingface huggingface-datasets huggingface-transformer machine-learning prompt-engineering

Last synced: 25 Mar 2025

https://github.com/shubhranpara/auto-filler

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.

docx extract-data faiss-vector-database flan-t5 form-filling gemma huggingface-transformers langchain llms pdf pdf-converter pptx python3 qa-automation streamlit-application

Last synced: 22 Feb 2025

https://github.com/shubhranpara/auto-filler-web

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

automation docx-files extract-data faiss-vector-database flan-t5 form-filler html-css-javascript huggingface-transformers json langchain llms medical-application patient-data pdf-converter pdf-document pptx-files python-3 qa streamlit-webapp

Last synced: 02 Apr 2025

https://github.com/shubhranpara/chatpdf

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

chatbot docx-files faiss-vector-database flan-t5 gemma-2b-it huggingface-transformers langchain pdf-converter pdf-document pptx-files python3 qa streamlit

Last synced: 22 Feb 2025

https://github.com/ambidextrous9/mtp-news-article-based-question-answering-system

MTP-FlanT5-SBERT-Model-for-NewsQA-and-Teacher-Student-Model

bm25 flan-t5 language-model newsqa nlp qa question-answering sbert transformer

Last synced: 01 Mar 2025

https://github.com/ayax537/codsoft-task4

📣 Forth task on CodSoft Internship During my internship at CodSoft, I had the opportunity to develop a Spam SMS Detection model. The goal was to create a machine-learning solution to classify SMS messages as "ham" or "spam" automatically.

bert classification flan-t5 tf-idf

Last synced: 26 Mar 2025

https://github.com/myriamba/dialogue-summarizer

An End-to-End Dialogue Summarization Project using LLM.

fine-tuning flan-t5 generative-ai huggingface-transformers llm peft-fine-tuning-llm prompt-engineering

Last synced: 21 Mar 2025

https://github.com/vr-enhanced-learning/summarizer

The Summarizer Module of the TURB

flan-t5 huggingface multi-news t5 transformer

Last synced: 05 Mar 2025

https://github.com/aishwaryahastak/rag-using-t5

An End-to-End RAG Pipeline for handling Question and Answer in the Data Science domain

elasticsearch flan-t5 llm rag retrieval-augmented-generation sentence-transformers vector-embeddings

Last synced: 09 Feb 2025

https://github.com/ruvenguna94/dialogue-summary-peft-fine-tuning

This notebook fine-tunes the FLAN-T5 model for dialogue summarization, comparing full fine-tuning with Parameter-Efficient Fine-Tuning (PEFT). It evaluates performance using ROUGE metrics, demonstrating PEFT's efficiency while achieving competitive results.

dialogue-summarization fine-tuning flan-t5 generative-ai hugging-face lora low-rank-adaptation natural-language-processing nlp parameter-efficient-fine-tuning peft pytorch rouge

Last synced: 06 Apr 2025

https://github.com/ruvenguna94/dialogue-summary-use-case

GEN AI use case: dialogue summary. This notebook is extracted from the course Generative AI with Large Language Models. It is used to understand how input text can affect model performance.

dialogue-summarization flan-t5 generative-ai huggingface one-shot-learning transformers zero-shot-learning

Last synced: 06 Apr 2025

https://github.com/ruvenguna94/notes--generative-ai-with-large-language-models

Projects and exercises from the 'LangChain for LLM Application Development' course by DeepLearning.AI. Learn to build real-world applications with LangChain.

flan-t5 generative-ai huggingface large-language-models

Last synced: 06 Apr 2025

https://github.com/laniw/censoredcrawledconversation

Text-To-Text Textbots to Demonstrate Output Differences Between Models Trained on Filtered/Unfiltered Datasets for HSS4 - The Modern Context: Select Figures and Topics

c4 flan-t5 google-colab-notebook python t5 t5-small transformers-models

Last synced: 18 Feb 2025

https://github.com/ayax537/codsoft-task101

Naive Bayes Model: Cleaned data, engineered features, and achieved impressive results. FLAN-T5 Large Language Model: Explored zero-shot, one-shot, and few-shot inference techniques.

flan-t5 naive-bayes-classifier rouge

Last synced: 26 Mar 2025