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This repository is the official code repository for our paper Impossible Distillation: from Low-Quality Model to High-Quality Dataset & Model for Summarization and Paraphrasing.
GPT4All is a cross-platform runtime environment designed to execute large language models directly on local consumer hardware. By leveraging an optimized C++ inference backend, it enables private, offline AI interactions without requiring an internet connection or external cloud services. The project provides a comprehensive ecosystem for managing the entire model lifecycle, including discovery, downloading, and configuration of local weights. What distinguishes the platform is its integrated retrieval-augmented generation engine, which allows users to index local documents into semantic vect
Dromedary: towards helpful, ethical and reliable LLMs.
Self-instruct is a framework for generating synthetic instruction datasets and fine-tuning large language models to improve their instruction-following capabilities. It provides a pipeline for aligning pretrained models with human intentions through a supervised fine-tuning workflow. The system utilizes a synthetic data generator that uses a seed set of tasks to prompt a model to create new instructional data. It includes an instruction dataset curator to remove redundant or low-quality entries, maintaining dataset diversity through a filtered task pool. The framework covers the full alignme
Let ChatGPT teach your own chatbot in hours with a single GPU!
The main features of project-baize/baize-chatbot are: Instruction Tuning Datasets, Knowledge Elicitation, Natural Language Processing, Self-Improvement Methods.
Projects with overlapping indexed features include: nomic-ai/gpt4all — GPT4All is a cross-platform runtime environment designed to execute large language models directly on local consumer… yizhongw/self-instruct — Self-instruct is a framework for generating synthetic instruction datasets and fine-tuning large language models to… ibm/dromedary — Dromedary: towards helpful, ethical and reliable LLMs. jaehunjung1/impossible-distillation — This repository is the official code repository for our paper Impossible Distillation: from Low-Quality Model to… abitdodgy/gibran — Gibran is an Elixir natural language processor, and a port of WordsCounted. 7compass/sentimental — Simple sentiment analysis with Ruby.