GLM-4.5
PulseAugur coverage of GLM-4.5 — every cluster mentioning GLM-4.5 across labs, papers, and developer communities, ranked by signal.
4 day(s) with sentiment data
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Open MoE Models Diverge on Routing Details: DeepSeek, Qwen, Llama 4 Compared
A comparison of open Mixture-of-Experts (MoE) models reveals significant divergence in their routing mechanisms, despite a shared core idea. Models vary widely in expert count, ranging from 8 to 384, and the number of e…
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MoE Routing Strategies Explained: Top-K, Expert-Choice, Sigmoid Gating and Dynamic Routing
Mixture-of-Experts (MoE) routing strategies are crucial for the performance, load balancing, and cost of large language models. This guide details seven production strategies, including Top-K, Expert-Choice, and Sigmoid…
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LLMs name general tools over niche SaaS spend management products
A recent experiment tested four models from the GLM family (GLM-4.5, GLM-4.7, GLM-5.1, and GLM-5.3) by asking them 40 questions about SaaS spend management. The results showed that general tools like Slack, Okta, and Mi…
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New agent ATTUNE boosts LLM training throughput by up to 2.6x
A new research paper introduces ATTUNE, an agentic system designed to optimize Large Language Model (LLM) training throughput. ATTUNE functions as a coding agent that intelligently tunes training recipes, adjusting para…
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Z.ai's rumored GLM-5.5 model faces training delays, aims for Claude Fable 5.1 capabilities
Rumors suggest Z.ai is preparing to launch GLM-5.5, a new AI model with an estimated 2.5 to 3.5 trillion parameters, potentially surpassing Moonshot AI's Kimi K3. The model's release has reportedly been delayed due to i…
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Chinese open-weight LLM release timeline compiled from vendor data · 1 source tracked
A comprehensive timeline details the release dates of open-weight large language models from Chinese organizations, meticulously compiled from vendor pages, research papers, and Hugging Face's API. The list excludes API…
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Zhipu AI launches GLM 5.3 Flash, matching Opus 4.8 on key benchmarks at lower cost
Zhipu AI has released GLM 5.3 Flash, a new multimodal mixture-of-experts model with 320 billion parameters. This model is designed for efficient serving, offering significantly reduced compute and KV cache size compared…
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Z.ai's GLM-5.3 powers dev.to's content pipeline with improved instruction following
Z.ai has released its latest model, GLM-5.3, which is now powering the daily content pipeline for dev.to. The new model, accessible via an OpenAI-compatible API, has demonstrated tighter instruction following and improv…
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CI check manages Chinese LLM model names and token budgets
A developer has created a CI check to manage the rapidly changing landscape of Chinese LLM model names and their associated token budgets. This tool helps ensure production stability by treating model catalogs as deploy…
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Chinese AI models undercut Western pricing by up to 50x, offering competitive performance · 4 sources tracked
A comparison of AI API pricing in 2026 reveals that Chinese providers like Zhipu AI, Baidu, DeepSeek, and Alibaba Group offer significantly lower costs than Western counterparts such as OpenAI, Anthropic, and Google. Mo…
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Open-weight LLMs are free to access but costly to run, challenging developers
The article argues that while open-weight large language models (LLMs) are technically free to access, their immense size often makes them prohibitively expensive and difficult to run on standard hardware. Models from Q…
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Foundation models generate CAD designs from text, study finds
A new study explores the use of foundation models for generating Computer-Aided Design (CAD) of mechanical parts from natural language. Researchers developed LLMForge, a framework that integrates various models and uses…
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Claude Code Router cuts AI costs by switching models
A new open-source tool called Claude Code Router allows developers to significantly reduce their expenses when using Anthropic's Claude Code by redirecting requests to cheaper AI models. This TypeScript proxy intercepts…
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PapersWithCode adds multi-metric leaderboards and external paper support
Hugging Face has launched new features for PapersWithCode, a platform tracking AI state-of-the-art. The updates include support for multiple metrics on leaderboards, such as for Automatic Speech Recognition and Object D…
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MiniMax 2.7: GLM-5 at 1/3 cost SOTA Open Model
MiniMax has released MiniMax 2.7, an open-source model that matches the performance of Z.ai's GLM-5 on several benchmarks but at a significantly lower cost. The model is noted for its efficiency and claims to be the fir…