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Z.ai 发布 GLM-5.2,领先的开放权重模型,拥有 100 万上下文

Z.ai 发布了 GLM-5.2,这是一款强大的开放权重语言模型,拥有 100 万 token 的上下文窗口,使其成为长上下文任务的领先选择,尤其是在编码方面。该模型在各种编码基准测试中表现强劲,超越了其他开源模型,并可与 GPT-5.5Claude Opus 等专有模型相媲美。虽然 GLM-5.2 在复杂的编码和推理方面表现出色,但其 token 消耗量高,并且在 SVG 生成方面与前代产品相比有所退步。 AI

影响 为开放权重模型在长上下文推理和编码方面设定了新的基准,有可能加速企业采用先进的 LLM。

排序理由 Z.ai 发布开放权重模型,附带详细的基准测试和新架构。

在 Hugging Face Blog 阅读 →

AI 生成摘要 · Google Gemini · 来自 40 个来源。 我们如何撰写摘要 →

Z.ai 发布 GLM-5.2,领先的开放权重模型,拥有 100 万上下文

报道来源 [40]

  1. Hugging Face Blog TIER_1 English(EN) ·

    GLM-5.2: Built for Long-Horizon Tasks

  2. Interconnects (Nathan Lambert) TIER_1 English(EN) · Nathan Lambert ·

    GLM-5.2 is the step change for open agents

    A capability threshold I've been carefully monitoring.

  3. Don't Worry About the Vase (Zvi Mowshowitz) TIER_1 English(EN) · Zvi Mowshowitz ·

    GLM-5.2 Is The New Best Open Model

    GLM-5.2 arrived last week.

  4. Simon Willison TIER_1 English(EN) ·

    GLM-5.2 可能是最强大的纯文本开源权重 LLM

    <p>Chinese AI lab <a href="https://z.ai/">Z.ai</a> released GLM-5.2 <a href="https://x.com/Zai_org/status/2065704919299235870">to their coding plan subscribers</a> on June 13th, and then yesterday (June 16th) released the full open weights under an MIT license. Similar in size to…

  5. LessWrong (AI tag) TIER_1 English(EN) · Zvi ·

    GLM-5.2 Is The New Best Open Model

    <p>GLM-5.2 arrived last week. It boasts excellent benchmarks and looks strong.</p> <p>Benchmarks here are a de facto ceiling of how good it is, not a point estimate. Essentially all other aspects of an open model like this, beyond speed and price, will almost always be worse than…

  6. X — Fireworks (inference infra) TIER_1 English(EN) · FireworksAI_HQ ·

    RT @richychn: also hearing from other customers that GLM 5.2 approaches GPT 5.5 on their evals + use cases

    RT @richychn: also hearing from other customers that GLM 5.2 approaches GPT 5.5 on their evals + use cases

  7. X — Together (inference / OSS) TIER_1 English(EN) · togethercompute ·

    立即试用 GLM 5.1:https://t.co/jsWoVlNEQc

    Try GLM 5.1 today: https://t.co/jsWoVlNEQc

  8. X — Together (inference / OSS) TIER_1 English(EN) · togethercompute ·

    GLM 5.1 的优化归结为三点:

    Optimizing GLM 5.1 came down to three things: -&gt; Rewrote the indexer topk kernel -&gt; Fused the indexer kernel to reduce memory and launch overhead -&gt; Eliminated CPU overhead that was gating prefill throughput The bigger win was in the indexer. Once we fixed that, the …

  9. X — Omar Sanseviero (HF research) TIER_1 English(EN) · omarsar0 ·

    GLM-5.2 在设计方面表现出色(在我看来是 Opus 级别)。

    GLM-5.2 is great at design (Opus level IMO). I am also starting to see great results with long-running tasks, too. How is this possible? I think there are a few clever hacks. But I just came across this from the official blog, and they actually trained this model with an htt…

  10. Hacker News — AI stories ≥50 points TIER_1 English(EN) · himata4113 ·

    GLM-5.2 is the new leading open weights model on Artificial Analysis

  11. Hacker News — AI stories ≥50 points TIER_1 English(EN) · theanonymousone ·

    GLM 5.2 Performance Benchmarks

  12. Medium — Claude tag TIER_1 English(EN) · Deepak Shinde ·

    GLM 5.2: The Open-Source Challenger Taking on GPT-4o, Claude, Gemini and DeepSeek

    <div class="medium-feed-item"><p class="medium-feed-snippet">An in-depth technical analysis of GLM 5.2, its architecture, reasoning capabilities, coding performance, and how it compares against&#x2026;</p><p class="medium-feed-link"><a href="https://medium.com/@deep1904s/glm-5-2-…

  13. Towards AI TIER_1 English(EN) · Addepalle Nikhil Varma ·

    The Open-Weights Underdog Nobody Is Talking About: GLM 5.2

    <h4><strong><em>While the entire technical industry is hyper-focused on copying standard GPT-style decoders, a quiet architectural divergence has built a massive lead. Here is the engineering reality.</em></strong></h4><h3>1. The Causal Illusion</h3><p>We have been lulled into a …

  14. Medium — Claude tag TIER_1 English(EN) · Mohamed Elkholy ·

    Cheap Tokens, Expensive Habits: Reading the GLM-5.2 vs GPT-5.5 vs Opus 4.8 Numbers Honestly

    <div class="medium-feed-item"><p class="medium-feed-image"><a href="https://moelkholy1995.medium.com/cheap-tokens-expensive-habits-reading-the-glm-5-2-vs-gpt-5-5-vs-opus-4-8-numbers-honestly-969994a6991b?source=rss------claude-5"><img src="https://cdn-images-1.medium.com/max/1657…

  15. Medium — Claude tag TIER_1 English(EN) · Chew Loong Nian - AI ENGINEER ·

    I Tested GLM-5.2

    <div class="medium-feed-item"><p class="medium-feed-image"><a href="https://pub.towardsai.net/i-tested-glm-5-2-5a65f965eeee?source=rss------claude-5"><img src="https://cdn-images-1.medium.com/max/1672/1*y_gf2dE7yOKWPH0_tMF3sg.png" width="1672" /></a></p><p class="medium-feed-link…

  16. Mastodon — sigmoid.social TIER_1 한국어(KO) · [email protected] ·

    GLM-5.2 is probably the most powerful text-only open weights LLM. Chinese AI research institute Z.ai has released GLM-5.2, a text-only open-source LLM with 753 billion parameters and 1.51TB in size, under the MIT license. GLM-5.2 has 1 million

    GLM-5.2 is probably the most powerful text-only open weights LLM 중국 AI 연구소 Z.ai가 7530억 파라미터, 1.51TB 크기의 텍스트 전용 오픈 소스 LLM인 GLM-5.2를 MIT 라이선스로 공개했다. GLM-5.2는 100만 토큰의 대규모 컨텍스트 윈도우를 지원하며, 독립 벤치마크인 Artificial Analysis Intelligence Index에서 현존하는 오픈 소스 모델 중 최고 성능을 기록했다. 코드 에이리나 웹개발 리더보드…

  17. Medium — AI coding tag TIER_1 English(EN) · Tarul Ahsan ·

    GLM 5.2 对决 Kimi 2.7 代码 - 开源霸权之争

    <div class="medium-feed-item"><p class="medium-feed-image"><a href="https://medium.com/@tarulahsan/glm-5-2-vs-kimi-2-7-code-the-battle-for-open-source-hegemony-5aab2ad34327?source=rss------ai_coding-5"><img src="https://cdn-images-1.medium.com/max/2600/1*-7RwsTf8d-zxI_NGRdGfLA.pn…

  18. Mastodon — sigmoid.social TIER_1 English(EN) · [email protected] ·

    GLM 5.2 Performance Benchmarks https:// artificialanalysis.ai/models/g lm-5-2 # ai

    GLM 5.2 Performance Benchmarks https:// artificialanalysis.ai/models/g lm-5-2 # ai

  19. dev.to — LLM tag TIER_1 English(EN) · pueding ·

    GLM-5.2 Becomes the Top Open-Weights Model: Active vs Total Parameters

    <p> </p> <p><strong>What:</strong> The news anchor is <strong>GLM-5.2</strong>, Zhipu AI's open-weights model that just topped the Artificial Analysis Intelligence Index; the concept it makes concrete is <strong>active vs total parameters</strong> — the two numbers in its <strong…

  20. r/LocalLLaMA TIER_1 English(EN) · /u/ex-arman68 ·

    I love GLM 5.2's attitude! It is a nice refresher from those bootlicker doormats they are feeding us. Does that come from training datasets related to the local culture?

    <!-- SC_OFF --><div class="md"><p>I have realised one thing I really like about GLM 5.2, apart from its capabilites and huge consistent context, is its <strong>attitude</strong>:</p> <ul> <li>It is direct, concise, no fluff (as one infamous model likes to say)</li> <li>It won't t…

  21. r/LocalLLaMA TIER_1 English(EN) · /u/Alternative-Cat-1347 ·

    Human Evaluation of GLM-5.2

    <table> <tr><td> <a href="https://www.reddit.com/r/LocalLLaMA/comments/1udaq2e/human_evaluation_of_glm52/"> <img alt="Human Evaluation of GLM-5.2" src="https://preview.redd.it/fejnvin4oz8h1.png?width=140&amp;height=88&amp;auto=webp&amp;s=1e4ec804ec03cc6d228f04e95be22725b7d01f02" …

  22. Mastodon — fosstodon.org TIER_1 Italiano(IT) · [email protected] ·

    🧠 # GLM 5.2 reached 44% pass@1 on # DeepSWE, becoming the first open-source model on the leaderboard. 👉 Details: https://www.linkedin.com/post

    🧠 # GLM 5.2 ha raggiunto il 44% di pass@1 su # DeepSWE , diventando il primo modello open-source nella leaderboard. 👉 I dettagli: https://www. linkedin.com/posts/alessiopoma ro_glm-deepswe-ai-ugcPost-7475045454091702272-qRwa/ ___ ✉️ 𝗦𝗲 𝘃𝘂𝗼𝗶 𝗿𝗶𝗺𝗮𝗻𝗲𝗿𝗲 𝗮𝗴𝗴𝗶𝗼𝗿𝗻𝗮𝘁𝗼/𝗮 𝘀𝘂 𝗾𝘂𝗲𝘀𝘁𝗲 𝘁𝗲𝗺𝗮𝘁𝗶𝗰…

  23. Mastodon — fosstodon.org TIER_1 English(EN) · vjprema ·

    开源GLM 5.2的发布是新的“Deepseek时刻”吗?我惊讶于很少有人谈论GLM,因为最新的模型表现出色

    Is the release of open-weight GLM 5.2 the new "Deepseek Moment"? I'm amazed how few people are talking about GLM because the latest model absolutely performs on par or better than the biggest closed-weight models in my real world use, for a fraction of the cost. Having exclusivel…

  24. r/LocalLLaMA TIER_1 Nederlands(NL) · /u/agentcubed ·

    GLM-5.2 is on DeepSWE

    <table> <tr><td> <a href="https://www.reddit.com/r/LocalLLaMA/comments/1uc79ho/glm52_is_on_deepswe/"> <img alt="GLM-5.2 is on DeepSWE" src="https://preview.redd.it/8qaktqtjjq8h1.png?width=640&amp;crop=smart&amp;auto=webp&amp;s=7b15ed87397d55d167c27dfd44571761121f8640" title="GLM-…

  25. dev.to — LLM tag TIER_1 English(EN) · Max Quimby ·

    GLM-5.2 vs Opus 4.8: The Open-Weights Moat Is Real

    <p>Z.ai shipped <a href="https://huggingface.co/blog/zai-org/glm-52-blog" rel="noopener noreferrer">GLM-5.2</a> on June 17 — a 753-billion-parameter mixture-of-experts model with a one-million-token context window, released under an MIT license. Within 48 hours, it became the <a …

  26. r/LocalLLaMA TIER_1 English(EN) · /u/perelmanych ·

    GLM 5.2: 98% of max level intelligence with less than half of tokens usage

    <table> <tr><td> <a href="https://www.reddit.com/r/LocalLLaMA/comments/1uar4e2/glm_52_98_of_max_level_intelligence_with_less/"> <img alt="GLM 5.2: 98% of max level intelligence with less than half of tokens usage" src="https://external-preview.redd.it/vxL3J4B1cStZzAInWQ5D4gqyaUYk…

  27. r/LocalLLaMA TIER_1 English(EN) · /u/Few_Painter_5588 ·

    New Agentic Benchmark Out: Claude Fable and GLM 5.2 Top Their Cohorts

    <table> <tr><td> <a href="https://www.reddit.com/r/LocalLLaMA/comments/1u9yt6v/new_agentic_benchmark_out_claude_fable_and_glm_52/"> <img alt="New Agentic Benchmark Out: Claude Fable and GLM 5.2 Top Their Cohorts" src="https://preview.redd.it/9xcqvw4ny78h1.png?width=640&amp;crop=s…

  28. r/LocalLLaMA TIER_1 English(EN) · /u/analysis_scaled ·

    GLM-5.2 is above GPT-5.5 in AA-Briefcase, Artificial Analysis' new agentic knowledge work eval

    &#32; submitted by &#32; <a href="https://www.reddit.com/user/analysis_scaled"> /u/analysis_scaled </a> <br /> <span><a href="https://artificialanalysis.ai/articles/aa-briefcase">[link]</a></span> &#32; <span><a href="https://www.reddit.com/r/LocalLLaMA/comments/1u9myi6/glm52_is_…

  29. r/LocalLLaMA TIER_1 English(EN) · /u/_TheWolfOfWalmart_ ·

    Giving GLM-5.2 a spin locally on CPU only! (poor man's rig for big models)

    <table> <tr><td> <a href="https://www.reddit.com/r/LocalLLaMA/comments/1u9jbd4/giving_glm52_a_spin_locally_on_cpu_only_poor_mans/"> <img alt="Giving GLM-5.2 a spin locally on CPU only! (poor man's rig for big models)" src="https://preview.redd.it/ih1qvjag148h1.png?width=140&amp;h…

  30. dev.to — LLM tag TIER_1 English(EN) · soy ·

    GLM-5 Release, SDXL Benchmarks, & Advanced Fine-Tuning Beyond LoRA

    <h2> GLM-5 Release, SDXL Benchmarks, &amp; Advanced Fine-Tuning Beyond LoRA </h2> <h3> Today's Highlights </h3> <p>The latest in local AI includes the release of GLM-5, new benchmarks comparing SDXL for multimodal generation, and a deep dive into fine-tuning techniques designed t…

  31. r/LocalLLaMA TIER_1 English(EN) · /u/Few_Painter_5588 ·

    GLM-5.2 Is The Best Open Weight Creative Writing Model

    <table> <tr><td> <a href="https://www.reddit.com/r/LocalLLaMA/comments/1u98pc9/glm52_is_the_best_open_weight_creative_writing/"> <img alt="GLM-5.2 Is The Best Open Weight Creative Writing Model" src="https://preview.redd.it/oj35cq74328h1.png?width=640&amp;crop=smart&amp;auto=webp…

  32. r/LocalLLaMA TIER_1 English(EN) · /u/mesmerlord ·

    GLM 5.2 Release Video [Made with GLM 5.2]

    <table> <tr><td> <a href="https://www.reddit.com/r/LocalLLaMA/comments/1u8kyqf/glm_52_release_video_made_with_glm_52/"> <img alt="GLM 5.2 Release Video [Made with GLM 5.2]" src="https://external-preview.redd.it/MjVlemMyMzN6dDdoMfI4JyUJl5HtSDEyGvHK54tyE3BN8MzRYPbjxljOrAzB.png?widt…

  33. r/LocalLLaMA TIER_1 English(EN) · /u/Wrong_Mushroom_7350 ·

    GLM-5.2 is a win for local AI

    <!-- SC_OFF --><div class="md"><p>I know GLM 5.2's massive 753B footprint means none of us are running it at home without an enterprise cluster, but having a true frontier-level, MIT-licensed coding agent out in the wild makes me optimistic. The distillation potential here is mas…

  34. r/LocalLLaMA TIER_1 English(EN) · /u/paf1138 ·

    GLM-5.2: Built for Long-Horizon Tasks

    <table> <tr><td> <a href="https://www.reddit.com/r/LocalLLaMA/comments/1u84zan/glm52_built_for_longhorizon_tasks/"> <img alt="GLM-5.2: Built for Long-Horizon Tasks" src="https://external-preview.redd.it/Alp5iaJRPmbrjsp9l7MvlpI2rwfbmtYxOxVgIlpHYDI.png?width=640&amp;crop=smart&amp;…

  35. r/LocalLLaMA TIER_1 English(EN) · /u/BuildwithVignesh ·

    GLM-5.2 is the first open-weights model to cross 80% on Terminal-Bench and beats every other open model available

    <table> <tr><td> <a href="https://www.reddit.com/r/LocalLLaMA/comments/1u7mexd/glm52_is_the_first_openweights_model_to_cross_80/"> <img alt="GLM-5.2 is the first open-weights model to cross 80% on Terminal-Bench and beats every other open model available" src="https://preview.red…

  36. Mastodon — mastodon.social TIER_1 English(EN) · nerdhead_01 ·

    GLM-5.2, a new open-weight model, matches frontier coding performance and beats all Claude variants on frontend tasks — plus agents, Midjourney in medical hardw

    GLM-5.2, a new open-weight model, matches frontier coding performance and beats all Claude variants on frontend tasks — plus agents, Midjourney in medical hardware, and an open-source regulatory… https://www. nerdheadz.com/blog/this-week-i n-ai-glm-52-agents-midjourney-medical-ju…

  37. Mastodon — mastodon.social TIER_1 English(EN) · gpowerf ·

    Has anyone here tried GLM 5.2? I’m curious how it compares to DeepSeek V4 Pro, especially for coding and proofreading. # AI

    Has anyone here tried GLM 5.2? I’m curious how it compares to DeepSeek V4 Pro, especially for coding and proofreading. # AI

  38. Mastodon — mastodon.social TIER_1 English(EN) · [email protected] ·

    GLM-5.2 可能是最强大的纯文本开源权重 LLM https://simonwillison.net/2026/Jun/17/glm-52/#atom-everything # AI # LLM # OpenSource

    GLM-5.2 is probably the most powerful text-only open weights LLM https://simonwillison.net/2026/Jun/17/glm-52/#atom-everything # AI # LLM # OpenSource

  39. Mastodon — mastodon.social TIER_1 English(EN) · frank_kc ·

    GLM-5.2 is officially flexing on the open weights scene. It's not just better, it feels like a generational leap in reasoning capability. The competition just g

    GLM-5.2 is officially flexing on the open weights scene. It's not just better, it feels like a generational leap in reasoning capability. The competition just got *really* spicy. 🤯 # AI # LLMs # OpenWeights # TechNews

  40. Mastodon — mastodon.social TIER_1 English(EN) · [email protected] ·

    GLM 5.2 Performance Benchmarks https://artificialanalysis.ai/models/glm-5-2 # HackerNews # Tech # AI

    GLM 5.2 Performance Benchmarks https://artificialanalysis.ai/models/glm-5-2 # HackerNews # Tech # AI