How this analysis was created: This summary and feature list are AI-generated from collected project material and can contain mistakes. Stars, license and language are imported from GitHub. Inclusion does not mean that we have tested or audited this project. Check the source documentation for any feature you depend on. Learn more on our About page.
BELLE is a specialized implementation of Chinese conversational large language models, encompassing a full instruction tuning framework. It provides a pipeline for training, evaluating, and deploying models optimized for natural language understanding and dialogue tasks in the Chinese language. The project is distinguished by its integrated approach to model refinement, combining the curation of multi-million entry instruction datasets with a distributed training pipeline. This pipeline supports both full fine-tuning and low-rank adaptation to optimize conversational performance. The system
This project is an instruction tuning framework and synthetic data generator that uses high-capacity teacher models to produce instruction-following pairs for training smaller student models. It provides datasets and tools for supervised instruction tuning and reinforcement learning from human feedback. The framework specializes in cross-lingual tuning, offering high-quality instruction-following examples in English and Chinese to improve model generalization across different scripts. It includes a reward modeling tool for creating preference datasets and comparative ratings used to train rew
The Largest-scale Chinese Medical QA Dataset： with 26,000,000 question answer pairs.
We release InstructWild v2 under data v2 dir, which includes over 110K high-quailty user-based instructions. We did not use self-instruct to generate any instructions. We also label a subset of these instructions with instruction type and speical tag. Please see README for details.
The main features of xuefuzhao/instructionwild are: Instruction Tuning Datasets, Instruction Datasets.
Projects with overlapping indexed features include: instruction-tuning-with-gpt-4/gpt-4-llm — This project is an instruction tuning framework and synthetic data generator that uses high-capacity teacher models to… lianjiatech/belle — BELLE is a specialized implementation of Chinese conversational large language models, encompassing a full instruction… da-southampton/redgpt — [English Version]. gururise/alpacadatacleaned — Alpaca dataset from Stanford, cleaned and curated. freedomintelligence/huatuo-26m — The Largest-scale Chinese Medical QA Dataset： with 26,000,000 question answer pairs. cluebenchmark/pclue.
