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nvidia-ai-releases-ultralong-8b:-a-series-of-ultra-long-context-language-models-designed-to-process-extensive-sequences-of-text-(up-to-1m,-2m,-and-4m-tokens)

NVIDIA AI Releases UltraLong-8B: A Series of Ultra-Long Context Language Models Designed to Process Extensive Sequences of Text (up to 1M, 2M, and 4M tokens)

Source: MarkTechPost Large language mdoels LLMs have shown remarkable performance across diverse text and multimodal tasks. However, many...
Apr 13, 2025
lightprof:-a-lightweight-ai-framework-that-enables-small-scale-language-models-to-perform-complex-reasoning-over-knowledge-graphs-(kgs)-using-structured-prompts

LightPROF: A Lightweight AI Framework that Enables Small-Scale Language Models to Perform Complex Reasoning Over Knowledge Graphs (KGs) Using Structured Prompts

Source: MarkTechPost Large Language Models (LLMs) have revolutionized natural language processing, with abilities on complex zero-shot tasks through...
Apr 13, 2025
google-ai-introduce-the-articulate-medical-intelligence-explorer-(amie):-a-large-language-model-optimized-for-diagnostic-reasoning,-and-evaluate-its-ability-to-generate-a-differential-diagnosis

Google AI Introduce the Articulate Medical Intelligence Explorer (AMIE): A Large Language Model Optimized for Diagnostic Reasoning, and Evaluate its Ability to Generate a Differential Diagnosis

Source: MarkTechPost Developing an accurate differential diagnosis (DDx) is a fundamental part of medical care, typically achieved through...
Apr 12, 2025
step-by-step-coding-guide-to-build-a-neural-collaborative-filtering-(ncf)-recommendation-system-with-pytorch

Step by Step Coding Guide to Build a Neural Collaborative Filtering (NCF) Recommendation System with PyTorch

Source: MarkTechPost This tutorial will walk you through using PyTorch to implement a Neural Collaborative Filtering (NCF) recommendation...
Apr 12, 2025
moonsight-ai-released-kimi-vl:-a-compact-and-powerful-vision-language-model-series-redefining-multimodal-reasoning,-long-context-understanding,-and-high-resolution-visual-processing

Moonsight AI Released Kimi-VL: A Compact and Powerful Vision-Language Model Series Redefining Multimodal Reasoning, Long-Context Understanding, and High-Resolution Visual Processing

Source: MarkTechPost Multimodal AI enables machines to process and reason across various input formats, such as images, text,...
Apr 12, 2025
can-llms-debug-like-humans?-microsoft-introduces-debug-gym-for-ai-coding-agents

Can LLMs Debug Like Humans? Microsoft Introduces Debug-Gym for AI Coding Agents

Source: MarkTechPost The Debugging Problem in AI Coding Tools Despite significant progress in code generation and completion, AI...
Apr 11, 2025
this-ai-paper-from-salesforce-introduces-vlm2vec-and-mmeb:-a-contrastive-framework-and-benchmark-for-universal-multimodal-embeddings

This AI Paper from Salesforce Introduces VLM2VEC and MMEB: A Contrastive Framework and Benchmark for Universal Multimodal Embeddings

Source: MarkTechPost Multimodal embeddings combine visual and textual data into a single representational space, enabling systems to understand...
Apr 11, 2025
llms-no-longer-require-powerful-servers:-researchers-from-mit,-kaust,-ista,-and-yandex-introduce-a-new-ai-approach-to-rapidly-compress-large-language-models-without-a-significant-loss-of-quality

LLMs No Longer Require Powerful Servers: Researchers from MIT, KAUST, ISTA, and Yandex Introduce a New AI Approach to Rapidly Compress Large Language Models without a Significant Loss of Quality

Source: MarkTechPost HIGGS — the innovative method for compressing large language models was developed in collaboration with teams...
Apr 11, 2025
nvidia-released-llama-3.1-nemotron-ultra-253b-v1:-a-state-of-the-art-ai-model-balancing-massive-scale,-reasoning-power,-and-efficient-deployment-for-enterprise-innovation

Nvidia Released Llama-3.1-Nemotron-Ultra-253B-v1: A State-of-the-Art AI Model Balancing Massive Scale, Reasoning Power, and Efficient Deployment for Enterprise Innovation

Source: MarkTechPost As AI adoption increases in digital infrastructure, enterprises and developers face mounting pressure to balance computational...
Apr 11, 2025
balancing-accuracy-and-efficiency-in-language-models:-a-two-phase-rl-post-training-approach-for-concise-reasoning

Balancing Accuracy and Efficiency in Language Models: A Two-Phase RL Post-Training Approach for Concise Reasoning

Source: MarkTechPost Recent advancements in LLMs have significantly enhanced their reasoning capabilities, particularly through RL-based fine-tuning. Initially trained...
Apr 11, 2025
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