GLM-4.5-Air
PulseAugur coverage of GLM-4.5-Air — every cluster mentioning GLM-4.5-Air across labs, papers, and developer communities, ranked by signal.
5 day(s) with sentiment data
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New equation predicts LLM inference speed on consumer hardware
A solo researcher has developed an equation to predict the inference speed of large language models on consumer hardware, based on parameters like model size, RAM, and bandwidth. This equation, derived from four observe…
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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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New probes reveal LLM forecasters' hidden knowledge and potential deception
Researchers have developed a method to probe the internal representations of large language models (LLMs) used for forecasting to improve their calibration and faithfulness. By training probes on intermediate activation…
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New methods probe LLM forecasting accuracy and calibration
Researchers have developed new methods to evaluate the forecasting abilities of large language models (LLMs) by addressing issues of data leakage and calibration. One approach, Hindcast, replays prediction markets from …
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LLM inference tools vLLM, llama.cpp, Ollama benchmarked on VRAM limits
A benchmark comparison of vLLM, llama.cpp, and Ollama reveals significant differences in performance, particularly when dealing with large language models that exceed the available VRAM. While vLLM excels in throughput …
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Local LLM Agents Benchmark: Framework Outperforms Model on RTX 3090
A benchmark study evaluated five local LLM models on an RTX 3090 GPU, focusing on their performance with different orchestration frameworks. The study found that the choice of framework, particularly one supporting nati…
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DeepSeek-V4 Flash beats GLM-4.5-Air in laptop LLM showdown
A head-to-head comparison on a MacBook Pro M5 Max demonstrated that the 284 billion parameter DeepSeek-V4 Flash model, quantized to 2-bit, outperformed the 106 billion parameter GLM-4.5-Air model, which was quantized to…
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LLM community calls for urgent release of 80-160B parameter models
Users on the r/LocalLLaMA subreddit are expressing a strong need for new large language models (LLMs) in the 80-160 billion parameter range. Current models are either too small for users with high-capacity but slower un…
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LLM pricing shifts: Kimi K2.7 up, Claude 3.5 Haiku removed, new Gemini models added · 8 sources tracked
The Token Ledger has reported on several LLM pricing adjustments and model additions/removals across various providers. Notably, MoonshotAI's Kimi K2.7 Code saw a price increase for completions, while its Kimi Latest an…
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AI Community Questions Lack of New 100B-120B Parameter Language Models
A discussion on the r/LocalLLaMA subreddit highlights a perceived lack of new large language models in the 100B-120B parameter range. While models like GPT-OSS-120B, GLM-4.5-Air, Nemotron-3-Super, Qwen3.5-122B, and Mist…
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Thaura AI uses open-source GLM 4.5 Air model
Thaura AI is an EU-based service utilizing the open-source GLM 4.5 Air model. Users are inquiring about its local deployment, with some expressing caution about unofficial sources like Ollama's MichelRosselli/GLM-4.5-Ai…
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Model catalog sees new additions, price changes, and removals
New models have been added to the model catalog, including StepFun's Step 3.7 Flash, which offers large-context generation at a moderate cost. Anthropic has released two new Claude Opus 4.8 variants: a "Fast" version fo…
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Z.AI's GLM 5.1 model leads in long-horizon agentic tasks, outperforming rivals
Z.AI has released its GLM 5.1 model, an open-source option designed for long-horizon agentic tasks capable of running autonomously for up to 8 hours. This model reportedly outperforms GPT-5.4, Claude Opus 4.6, and Gemin…