Survey of vulnerabilities in large language models revealed by adversarial attacks
Large Language Models (LLMs) are swiftly advancing in architecture and capability, and as
they integrate more deeply into complex systems, the urgency to scrutinize their security …
they integrate more deeply into complex systems, the urgency to scrutinize their security …
A survey of large language models
Language is essentially a complex, intricate system of human expressions governed by
grammatical rules. It poses a significant challenge to develop capable AI algorithms for …
grammatical rules. It poses a significant challenge to develop capable AI algorithms for …
Qwen technical report
Large language models (LLMs) have revolutionized the field of artificial intelligence,
enabling natural language processing tasks that were previously thought to be exclusive to …
enabling natural language processing tasks that were previously thought to be exclusive to …
Siren's song in the AI ocean: a survey on hallucination in large language models
While large language models (LLMs) have demonstrated remarkable capabilities across a
range of downstream tasks, a significant concern revolves around their propensity to exhibit …
range of downstream tasks, a significant concern revolves around their propensity to exhibit …
Cambrian-1: A fully open, vision-centric exploration of multimodal llms
We introduce Cambrian-1, a family of multimodal LLMs (MLLMs) designed with a vision-
centric approach. While stronger language models can enhance multimodal capabilities, the …
centric approach. While stronger language models can enhance multimodal capabilities, the …
Fine-tuning aligned language models compromises safety, even when users do not intend to!
Optimizing large language models (LLMs) for downstream use cases often involves the
customization of pre-trained LLMs through further fine-tuning. Meta's open release of Llama …
customization of pre-trained LLMs through further fine-tuning. Meta's open release of Llama …
Agentbench: Evaluating llms as agents
Large Language Models (LLMs) are becoming increasingly smart and autonomous,
targeting real-world pragmatic missions beyond traditional NLP tasks. As a result, there has …
targeting real-world pragmatic missions beyond traditional NLP tasks. As a result, there has …
Aligning large language models with human: A survey
Large Language Models (LLMs) trained on extensive textual corpora have emerged as
leading solutions for a broad array of Natural Language Processing (NLP) tasks. Despite …
leading solutions for a broad array of Natural Language Processing (NLP) tasks. Despite …
Unified-IO 2: Scaling Autoregressive Multimodal Models with Vision Language Audio and Action
We present Unified-IO 2 a multimodal and multi-skill unified model capable of following
novel instructions. Unified-IO 2 can use text images audio and/or videos as input and can …
novel instructions. Unified-IO 2 can use text images audio and/or videos as input and can …
Federatedscope-llm: A comprehensive package for fine-tuning large language models in federated learning
Large language models (LLMs) have demonstrated great capabilities in various natural
language understanding and generation tasks. These pre-trained LLMs can be further …
language understanding and generation tasks. These pre-trained LLMs can be further …