原文链接:《TinyLlama: An Open-Source Small Language Model》全文翻译 Abstract 我们推出了 TinyLlama,这是一个紧凑的 1.1B 语言模型,在大约 1 万亿个令牌上进行了大约 3 个时期的预训练。 TinyLlama 基于 Llama 2(Touvron 等人,2023b)的架构和标记器构建,利用开源社区贡献的各种进步(例如 FlashAttention(Dao,...
《TinyLlama: An Open-Source Small Language Model》全文翻译,我们推出了TinyLlama,这是一个紧凑的1.1B语言模型,在大约1万亿个令牌上进行了大约3个时期的预训练。TinyLlama基于Llam规模相当的现有开源语言模型。。
Its latest release,OpenELM, is a family of small language models (SLM) designed to run on memory-constrained devices. Apple has yet to reveal its generative AI strategy, but everything hints at it trying to dominate the yet-to-flourish on-device AI market. And the potential could be big ...
@misc{zhang2024tinyllama, title={TinyLlama: An Open-Source Small Language Model}, author={Peiyuan Zhang and Guangtao Zeng and Tianduo Wang and Wei Lu}, year={2024}, eprint={2401.02385}, archivePrefix={arXiv}, primaryClass={cs.CL} } ...
24年6月来自 Stanford、UC Berkeley、TRI、Deepmind 和 MIT的论文“OpenVLA: An Open-Source Vision-Language-Action Model”。 基于互联网规模的视觉-语言数据和多样化的机器人演示,进行预训练的大型策略,有可能改变教导机器人新技能的方式:可以微调此类视觉-语言-动作 (VLA) 模型以获得稳健、可推广的视觉运动(visuo...
@misc{zhang2024tinyllama, title={TinyLlama: An Open-Source Small Language Model}, author={Peiyuan Zhang and Guangtao Zeng and Tianduo Wang and Wei Lu}, year={2024}, eprint={2401.02385}, archivePrefix={arXiv}, primaryClass={cs.CL} } ...
EURUS: A Suite of Large Language Models (LLMs) Optimized for Reasoning, Achieving State-of-the-Art Results among Open-Source Models on Diverse Benchmarks None of us can deny that large language models (LLMs) have been p...
Collect dialogue examples from the more powerful model (e.g., using the OpenAI API). Use them to fine-tune the smaller model using a normal language modeling objective. This approach (although notcommercially viable) was heavily utilized by a variety of open-source LLMs — including Alpaca, ...
OpenAI initially pledged allegiance to the open-source movement. However, upon reaching the milestone of releasing their most powerful large language model to date, the organization dropped its original open-source commitment. This shift can partly be attributed to OpenAI’s need to protect its hefty...
PyTorch is an open-source AI framework offering an intuitive interface that enables easier debugging and a more flexible approach to building deep learning models. Its strong integration with Python libraries and support for GPU acceleration ensures efficient model training and experimentation. It is a...