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Google DeepMind has released Gemini 3.8 Flash and Gemini 3.8 Flash Cyber, aimed at trusted defenders, calling them its most capable reasoning and coding models to date, with speed and cost comparable to 3.7 Flash. 3.8 Flash surpasses most larger frontier models on DeepSWE v1.1, scores 54.9% on HLE-Verified, and performs more reasoning steps and iteratively calls tools on complex tasks. 3.8 Flash Cyber reaches frontier-level performance on CyberGym, with an internal vulnerability-discovery benchmark success rate exceeding 70% across 20 programming languages, and a CWE-Bench patch pass@1 of 47.2%.
Google DeepMind has released Gemini 3.8 Flash and Gemini 3.8 Flash Cyber, aimed at trusted defenders, calling them its most capable reasoning and coding models to date, with speed and cost comparable to 3.7 Flash. 3.8 Flash surpasses most larger frontier models on DeepSWE v1.1, scores 54.9% on HLE-Verified, and performs more reasoning steps and iteratively calls tools on complex tasks. 3.8 Flash Cyber reaches frontier-level performance on CyberGym, with an internal vulnerability-discovery benchm
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Unsloth announces that GLM-5.3-Flash can run locally via its GGUF quantized version; the 3-bit quantization requires 128GB of memory, and a usage guide and GGUF download link are included. The cited Z.ai release information shows that GLM-5.3-Flash is a 320B-A18B model under the MIT license, natively multimodal and supporting a 1M token context window; it was previously previewed under the name Ox Alpha and runs entirely on Chinese AI chips. Unsloth says the model is comparable to Claude Opus 4.8 on DeepSWE, coding, and agent benchmarks.
Unsloth announces that GLM-5.3-Flash can run locally via its GGUF quantized version; the 3-bit quantization requires 128GB of memory, and a usage guide and GGUF download link are included. The cited Z.ai release information shows that GLM-5.3-Flash is a 320B-A18B model under the MIT license, natively multimodal and supporting a 1M token context window; it was previously previewed under the name Ox Alpha and runs entirely on Chinese AI chips. Unsloth says the model is comparable to Claude Opus 4.
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