با یک پرامپت کتاب کامل می‌نویسه و با فرمت EPUB خروجی میده
https://github.com/mshumer/gpt-author

#آموزش #الگوریتمها

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نظر شما راجب این توئیت استاد چیه ؟ آینده کجاست تحقیقات به سمت چه الگوریتمهایی هست؟
The Godfather of AI is at VivaTech!
Yann LeCun advises students coming into the industry:
"Don't work on LLM. This is in the hands of large companies, there's nothing you can bring to the table. You should work on next-gen AI systems that lift the limitations of LLMs.

پ.ن: علاقمند به خوندن کامنت‌های شما هستم.

#منابع #الگوریتمها

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✅ @AI_DeepMind
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12 نوع مدل RAG

▪️ Original RAG
▪️ Graph RAG
▪️ LongRAG
▪️ Self-RAG
▪️ Corrective RAG
▪️ EfficientRAG
▪️ Golden-Retriever
▪️ Adaptive RAG
▪️ Modular RAG
▪️ Speculative RAG
▪️ RankRAG
▪️ Multi-Head RAG

https://www.turingpost.com/p/12-types-of-rag

#الگوریتمها #مقاله

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مقالاتی که در #هوش_مصنوعی هفته گذشته در درشته #علوم_پزشکی به چاپ رسید:

▪️ Medical SAM 2: Segment medical images as video via Segment Anything Model 2
▪️ Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation
▪️ Multimodal LLM for Medical Time Series
▪️ ECG-FM: Open Electrocardiogram Foundation Model
▪️ Private & Secure Healthcare RAG
▪️ GMAI-MMBench
A Comprehensive Multimodal Evaluation Benchmark Towards General Medical AI

#مقاله #ایده_جذاب #الگوریتمها

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در هفته گذشته چه مقالات و مدلهای متن بازی در #هوش_مصنوعی و #یادگیری_ماشین منتشر شد:


◾️DeepSeek-Prover-V1.5: Harnessing Proof Assistant Feedback for Reinforcement Learning and Monte-Carlo Tree Search
◾️ Imagen 3
◾️ The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery
◾️Diffusion Guided Language Modeling
◾️Layerwise Recurrent Router for Mixture-of-Experts
◾️LongWriter: Unleashing 10,000+ Word Generation from Long Context LLMs
◾️Training Language Models on the Knowledge Graph: Insights on Hallucinations and Their Detectability
◾️ BAM! Just Like That: Simple and Efficient Parameter Upcycling for Mixture of Experts
◾️ Gemma Scope
◾️Diversity Empowers Intelligence: Integrating Expertise of Software Engineering Agents
◾️Mutual Reasoning Makes Smaller LLMs Stronger Problem-Solvers
◾️I-SHEEP: Self-Alignment of LLM from Scratch through an Iterative Self-Enhancement Paradigm
◾️Does Liking Yellow Imply Driving a School Bus? Semantic Leakage in Language Models

RAG
◾️HybridRAG: Integrating Knowledge Graphs and Vector Retrieval Augmented Generation for Efficient Information Extraction
◾️OpenResearcher: Unleashing AI for Accelerated Scientific Research

MLLM
◾️VITA: Towards Open-Source Interactive Omni Multimodal LLM
◾️mPLUG-Owl3: Towards Long Image-Sequence Understanding in Multi-Modal Large Language Models

VLM
◾️Mitigating Object Hallucination via Data Augmented Contrastive Tuning
◾️Towards flexible perception with visual memory
◾️VisualAgentBench: Towards Large Multimodal Models as Visual Foundation Agents

AI Gen
◾️VisualAgentBench: Towards Large Multimodal Models as Visual Foundation Agents
◾️ Generative Photomontage
◾️Heavy Labels Out! Dataset Distillation with Label Space Lightening
◾️ 3D Gaussian Editing with A Single Image
◾️ CogVideoX: Text-to-Video Diffusion Models with An Expert Transformer
◾️ ControlNeXt: Powerful and Efficient Control for Image and Video Generation

Others
◾️ Body Transformer: Leveraging Robot Embodiment for Policy Learning
◾️ Machine Psychology
◾️ Med42-v2: A Suite of Clinical LLMs

#مقاله #ایده_جذاب #الگوریتمها #مدل_متن_باز

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