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LLM'ler, GPT, Claude, Gemini, model eğitimi, benchmark sonuçları ve yeni model duyuruları

1560 articles found · Page 29 / 65

Qwen3.5-35B-A3B Quantization Showdown: KLD Scores Reveal Optimal Model Weights
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Qwen3.5-35B-A3B Quantization Showdown: KLD Scores Reveal Optimal Model Weights

A comprehensive analysis of Q4 quantization methods for the Qwen3.5-35B-A3B model reveals that AesSedai’s Q4_K_M variant achieves the highest faithfulness to the original BF16 model, while MXFP4 post-training quantization underperforms. The study provides data-driven guidance for developers prioritizing efficiency and accuracy.

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Fine-Tuned Qwen 14B Outperforms GPT-4o on NYT Connections Puzzle
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Fine-Tuned Qwen 14B Outperforms GPT-4o on NYT Connections Puzzle

An independent researcher has fine-tuned the open-source Qwen 14B model to achieve a 30% solve rate on NYT Connections puzzles—surpassing OpenAI's GPT-4o and setting a new benchmark for efficient AI reasoning. The breakthrough, achieved with under $10 in compute costs, demonstrates the power of reasoning distillation over brute-force scaling.

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AI Agents Render Manual Programming Obsolete, Says Former OpenAI Researcher
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AI Agents Render Manual Programming Obsolete, Says Former OpenAI Researcher

Former OpenAI scientist Andrej Karpathy declares that the landscape of software development has been irrevocably transformed by the emergence of functional AI agents, which now complete tasks in minutes that once took days. He credits a pivotal shift in late 2024 as the turning point that made AI-driven coding not just possible—but superior.

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GLM-4.7-Flash Outpaces Qwen3.5-35B-A3B in Local Inference Speed, New Benchmarks Reveal
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GLM-4.7-Flash Outpaces Qwen3.5-35B-A3B in Local Inference Speed, New Benchmarks Reveal

New benchmarks from a Reddit user on r/LocalLLaMA show GLM-4.7-Flash delivering faster inference speeds than Qwen3.5-35B-A3B on identical 3×RTX 3090 hardware, raising questions about efficiency in agentic coding applications. The comparison, based on llama.cpp, highlights growing competition in open-weight LLMs optimized for local deployment.

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Users Report Sudden Deterioration in ChatGPT’s Prompt Comprehension and Consistency
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Users Report Sudden Deterioration in ChatGPT’s Prompt Comprehension and Consistency

A growing number of ChatGPT users are reporting alarming changes in the AI’s behavior, including misinterpretation of prompts, disregard for explicit instructions, and tangential responses that undermine productivity. The phenomenon, first detailed on Reddit, has sparked widespread concern among professionals who rely on the tool for technical analysis and workflow efficiency.

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Cohere’s Command-R Line Goes Quiet: What Happened to the RAG Powerhouse?
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Cohere’s Command-R Line Goes Quiet: What Happened to the RAG Powerhouse?

Once a favorite among enterprise RAG developers, Cohere’s Command-R and Command-R+ models have seen no major updates in over a year, sparking speculation about the company’s shifting AI strategy. Despite their reputation for exceptional retrieval-augmented generation performance, licensing restrictions and lack of transparency have left the open-source community wondering if the series is being abandoned.

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Strix Halo Benchmarks Qwen3.5 Models on ROCm: Efficiency Breakthrough in Linux AI Inference
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Strix Halo Benchmarks Qwen3.5 Models on ROCm: Efficiency Breakthrough in Linux AI Inference

A detailed benchmark on Reddit reveals unprecedented efficiency gains running Qwen3.5 models (27B to 122B) on Strix Halo hardware under Debian 6.18.12 and ROCm 7.12.0, showcasing a new standard for local AI inference. The tests, conducted using llama.cpp, highlight power efficiency and context handling beyond industry norms.

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OpenAI Community Shares Calm, Grounded Example of AI Interaction Amid Rising Tensions
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OpenAI Community Shares Calm, Grounded Example of AI Interaction Amid Rising Tensions

A Reddit post from the r/OpenAI community has gone viral for its restrained, example-driven approach to discussing AI behavior, offering a counter-narrative to sensationalized debates. The user, /u/HelpWantedInMyPants, shared a clean interaction screenshot that exemplifies how AI can respond with clarity and composure.

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When AI Safety Constrains Creativity: Users Notice Narrowing Cognitive Range in Large Language Models
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When AI Safety Constrains Creativity: Users Notice Narrowing Cognitive Range in Large Language Models

Users and AI practitioners are reporting that recent updates to major language models have made responses more cautious, heavily reframed, and less direct—raising concerns that institutional safety protocols may be eroding the models' intellectual breadth. The phenomenon, dubbed 'when safer starts feeling smaller,' has sparked debate over the trade-offs between ethical AI and user capability.

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Alibaba Unveils Qwen 3.5: Open-Source AI Competitor to GPT-5 Mini and Claude Sonnet 4.5
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Alibaba Unveils Qwen 3.5: Open-Source AI Competitor to GPT-5 Mini and Claude Sonnet 4.5

Alibaba has launched the Qwen 3.5 series, a suite of open-source large language models designed to match the performance of proprietary models like GPT-5 Mini and Claude Sonnet 4.5 at a fraction of the cost. The release signals a major shift in the AI landscape, empowering developers with high-performance tools accessible on local hardware.

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