SORSA: Singular Values and Orthogonal Regularized Singular Vectors Adaptation of Large Language Models
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Updated
Jun 30, 2024 - Python
SORSA: Singular Values and Orthogonal Regularized Singular Vectors Adaptation of Large Language Models
Text Generator is a versatile plugin for Obsidian that allows you to generate text content using various AI providers, including OpenAI, Anthropic, Google and local models.
Evaluation code for various unsupervised automated metrics for Natural Language Generation.
Elevate user interactions with ChatFAQ: your open-source chatbot solution, offering the full spectrum of ChatGPT capabilities. AI + LLM + CMS
Transformer Balance Research
🔍 LangKit: An open-source toolkit for monitoring Large Language Models (LLMs). 📚 Extracts signals from prompts & responses, ensuring safety & security. 🛡️ Features include text quality, relevance metrics, & sentiment analysis. 📊 A comprehensive tool for LLM observability. 👀
Customized Pretraining for NLG Tasks
The PyTorch implementation of fine-tuning the GPT-2(Generative Pre-trained Transformer 2) for dialogue generation.
Implementation of ChatGPT RLHF (Reinforcement Learning with Human Feedback) on any generation model in huggingface's transformer (blommz-176B/bloom/gpt/bart/T5/MetaICL)
Knowledge-bound counter speech generation to challenge hate speech
中文文本生成(NLG)之文本摘要(text summarization)工具包, 语料数据(corpus data), 抽取式摘要 Extractive text summary of Lead3、keyword、textrank、text teaser、word significance、LDA、LSI、NMF。(graph,feature,topic model,summarize tool or tookit)
This repository contains the collection of explorative notebooks pure in python and in the language that we, humans can read. Have tried to compile all lectures from the Andrej Karpathy's 💎 playlist on Neural Networks - which we will end up with building GPT.
Papers and Book to look at when starting AGI 📚
A Scalable and Explainable Approach to Discriminating Between Human and Artificially Generated Text
A Repo to store the Google Colaboratory Notebooks that I have created and shared
Neural question generation using transformers
Conditional Latent-Optimised Sequence Generative Adversarial Network For Creative Text Generation.
The Finnish Poem Generator. A computationally creative system that can generate Finnish poetry without training data.
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