LLM (Large Language Model) FineTuning
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Updated
May 3, 2024 - Jupyter Notebook
LLM (Large Language Model) FineTuning
Official Repo for ICML 2024 paper "Executable Code Actions Elicit Better LLM Agents" by Xingyao Wang, Yangyi Chen, Lifan Yuan, Yizhe Zhang, Yunzhu Li, Hao Peng, Heng Ji.
We jailbreak GPT-3.5 Turbo’s safety guardrails by fine-tuning it on only 10 adversarially designed examples, at a cost of less than $0.20 via OpenAI’s APIs.
npm like package ecosystem for Prompts 🤖
Collecting data for Building Lucknow's first LLM
Finetune an LLM to generate SQL from text on Intel GPUs (XPUs) using QLoRA
Finetuning Some Wizard Models With QLoRA
This is a package for generating questions and answers from unstructured data to be used for NLP tasks.
high-efficiency text & file scraper with smart tracking, client/server networking for building language model datasets fast
This is a final porject repository for Goergia Tech CS7643.
Comparison of different adaptation methods on PEFT for fine-tuning downstream tasks or benchmarks.
Streamlit application for Reddit posts powered by OpenAI, Pinecone and Langchain
A payload compression toolkit that makes it easy to create ideal data structures for LLMs; from training data to chain payloads.
My personal notes, code and projects of the Udacity Generative AI Nanodegree.
Natural Language Processing Class Project - Spring '23. Analysing and Generating Sports Fans Responses from Reddit Sport Subreddits
A winner of NeurIPS LLM 2023 Competition
Fine-tune large language models (LLMs) using the Hugging Face Transformers library.
Gemma-2b-it LLM has been finetuned on a dataset of Python codes, enabling it to proficiently learn Python syntax and assist in debugging tasks, offering valuable guidance to programmers.
A collection of examples for training or fine-tuning LLMs.
Factuality check of the SemRep Predications
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