TensorLLM: Enhancing Reasoning and Efficiency in Large Language Models through Multi-Head Attention Compression and Tensorisation
Source: MarkTechPost LLMs based on transformer architectures, such as GPT and LLaMA series, have excelled in NLP tasks...
Qwen AI Introduces Qwen2.5-Max: A large MoE LLM Pretrained on Massive Data and Post-Trained with Curated SFT and RLHF Recipes
Source: MarkTechPost The field of artificial intelligence is evolving rapidly, with increasing efforts to develop more capable and...
Qwen AI Releases Qwen2.5-VL: A Powerful Vision-Language Model for Seamless Computer Interaction
Source: MarkTechPost In the evolving landscape of artificial intelligence, integrating vision and language capabilities remains a complex challenge....
A Comprehensive Guide to Concepts in Fine-Tuning of Large Language Models (LLMs)
Source: MarkTechPost With the current conversation about widespread LLMs in AI, it is crucial to understand some of...
InternVideo2.5: Hierarchical Token Compression and Task Preference Optimization for Video MLLMs
Source: MarkTechPost Multimodal large language models (MLLMs) have emerged as a promising approach towards artificial general intelligence, integrating...
Microsoft AI Introduces CoRAG (Chain-of-Retrieval Augmented Generation): An AI Framework for Iterative Retrieval and Reasoning in Knowledge-Intensive Tasks
Source: MarkTechPost Retrieval-Augmented Generation (RAG) is a key technique in enterprise applications that combines large foundation models with...
Leveraging Hallucinations in Large Language Models to Enhance Drug Discovery
Source: MarkTechPost Researchers have highlighted concerns regarding hallucinations in LLMs due to their generation of plausible but inaccurate...
Test-Time Preference Optimization: A Novel AI Framework that Optimizes LLM Outputs During Inference with an Iterative Textual Reward Policy
Source: MarkTechPost Large Language Models (LLMs) have become an indispensable part of contemporary life, shaping the future of...
Quantifying Knowledge Transfer: Evaluating Distillation in Large Language Models
Source: MarkTechPost Knowledge distillation, a crucial technique in artificial intelligence for transferring knowledge from large language models (LLMs)...
DeepSeek-AI Releases Janus-Pro 7B: An Open-Source multimodal AI that Beats DALL-E 3 and Stable Diffusion
Source: MarkTechPost Multimodal AI integrates diverse data formats, such as text and images, to create systems capable of...