^DeepSeek-V2: A Strong, Economical, and Efficient Mixture-of-Experts Language Modelhttps://arxiv.org/pdf/2405.04434 ^LIMA: Less Is More for Alignmenthttps://proceedings.neurips.cc/paper_files/paper/2023/file/ac662d74829e4407ce1d126477f4a03a-Paper-Conference.pdf ^abcWHAT MAKES GOOD DATA FOR...
openai专门成立了一个团队来做大模型的超级对齐即superhuman model，之前chatgpt取得成功依赖RLHF即依赖人类...
paper君 nlp、大模型7 人赞同了该文章 目录 收起 一、背景: 二、技术细节 语料 模型 参数 SFT细节 论文速读——带你2分钟快速了解论文工作 模型方法 一、背景: 论文由Meta GenAI实验室的研究工作,针对大模型的有用性和安全性问题提供了方案。 其开源了llama2的大模型,该论文详细说明了技术的架构,相对于...
2024. [paper] Gao et al. The Best of Both Worlds: Toward an Honest and Helpful Large Language Model. 2024. [arxiv] Wang and Song. MARS: Benchmarking the Metaphysical Reasoning Abilities of Language Models with a Multi-task Evaluation Dataset. 2024. [arxiv] Hu et al. Computational Limits...
1 Year Application Excavator Model Customer Required Material glass fiber ,stainless steel mesh,paper etc. Brand name NPCC Quality High-Quality Model Number CH150A10A MOQ 1pcs Packing Standar Packing After-sales Service Provided Online Service Delivery time 3-5 Days Show more Lead timeCustomizationRa...
pretrain 的核心技术：训练代码 sft 的核心技术：训练数据 所以，当你从 pretrain 转去做 sft，花一天...
paper:Super-NaturalInstructions: Generalization via Declarative Instructions on 1600+ NLP Tasks Blended Skill Talk HuggingFace dataset:https://huggingface.co/datasets/blended_skill_talk example model trained on it:https://huggingface.co/facebook/blenderbot_small-90M ...
9、MoDS: Model-oriented Data Selection for Instruction Tuning(paper、github、介绍) MoDS方法主要通过质量、多样性、必要性三个指标来进行数据的筛选。整个过程分3个阶段: 质量筛选:收集混合开源数据集mixData,采用OpenAssistant的reward-model-debertav3-large-v2模型(一个基于DeBERTa架构设计的奖励模型)对数据进行质...