Z.ai发布了GLM-5.2，一个具有100万token上下文窗口的开源语言模型，使其成为长时任务和编码基准的有力竞争者。该模型采用改进的架构，并引入了IndexShare以降低计算成本并增强推测解码。在各种编码和智能体基准测试中，GLM-5.2展示了与Anthropic的Opus系列和OpenAI的GPT-5.5等领先的专有模型相媲美的性能，成为同类产品中性能最佳的开源模型。
AI
<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…
X — Together (inference / OSS)
TIER_1English(EN)·togethercompute·
More reason why we’re excited about GLM-5.2 on Together 👇
Strong enough for serious coding work, cheap enough to change routing decisions, and easy to access through the tools developers already use.
X — Fireworks (inference infra)
TIER_1English(EN)·FireworksAI_HQ·
GLM 5.2 is the open coding model everyone's been talking about. Now you can fine-tune it on Fireworks. SFT, DPO, and RL all supported.
A leaderboard winner can still lose on your codebase. Training closes that gap.
Take the strongest open coding base and turn it into a 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…
X — Fireworks (inference infra)
TIER_1English(EN)·FireworksAI_HQ·
Optimizing GLM 5.1 came down to three things:
-> Rewrote the indexer topk kernel
-> Fused the indexer kernel to reduce memory and launch overhead
-> Eliminated CPU overhead that was gating prefill throughput
The bigger win was in the indexer. Once we fixed that, the …
X — Omar Sanseviero (HF research)
TIER_1English(EN)·omarsar0·
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…
Hacker News — AI stories ≥50 points
TIER_1English(EN)·himata4113·
<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…</p><p class="medium-feed-link"><a href="https://medium.com/@deep1904s/glm-5-2-…
Towards AI
TIER_1English(EN)·Addepalle Nikhil Varma·
<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 …
Medium — Claude tag
TIER_1English(EN)·Mohamed Elkholy·
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…
<h1> GLM-5.2: The Open-Weight Model That Beat Claude — Architecture Deep Dive, Benchmarks & Deployment Guide </h1> <blockquote> <p><em>Published June 29, 2026 · 14 min read</em></p> </blockquote> <h2> Table of Contents </h2> <ol> <li>The Day an Open-Weight Model Outsmarted Cl…
dev.to — LLM tag
TIER_1English(EN)·Naveen Malothu·
<h1> What was released / announced </h1> <p>GLM 5.2, a large language model, has been benchmarked against Claude, with the former outperforming the latter in cyber benchmarks. This news comes from a recent article on the Semgrep blog, where the team shared their findings on the p…
<!-- SC_OFF --><div class="md"><p>I got GLM-5.2 NVFP4 running on four DGX Sparks at 128K context. This is still a niche/hacky setup, but it is now a real serving point rather than just a proof of life.</p> <p><strong>Objective</strong>: A high quality 4-bit quant running on 4x sp…
<p>GLM-5.2 from Z.ai dropped recently and the reaction was loud. Some called it the end of closed models. Others dismissed it as benchmark gaming. This article cuts through the noise with data from an independent hands-on test, benchmark numbers, and community discussion.</p> <p>…
From 5-7am today: tested GLM 5.2; polished code, reviewed, wrote. Small test, but it caught things DeepSeek V4 Pro missed. So far, so good. # AI # LLM # GLM # Coding # DeepSeek # glm52
<blockquote> <p><em>This article was originally published on <a href="https://www.buildzn.com/blog/glm-52-open-agent-benchmark-22-less-tool-failure" rel="noopener noreferrer">BuildZn</a>.</em></p> </blockquote> <p>Spent weeks battling flaky AI agents that just couldn't stick to t…
<p>GLM 5.2 is now available on TokenBay.</p> <p>If you're already using the OpenAI SDK, this means you can try GLM 5.2 without rewriting your application around a new provider-specific client.</p> <p>For developers building agents, coding assistants, support automation, or intern…
<p>When a new model comes out, I usually do not want to start by rebuilding my integration around it.</p> <p>Most of the time, I just want to answer a few practical questions:</p> <ul> <li>Can it follow my existing prompt format?</li> <li>Does it return structured output reliably…
dev.to — LLM tag
TIER_1English(EN)·Vladyslav Donchenko·
<p>For two years the rule held: frontier-quality AI meant renting from a closed lab, and the open models you could download trailed a generation behind. That gap just closed.</p> <p>Z.ai's (formerly Zhipu AI) <strong>GLM-5.2</strong>, released mid-June 2026 under a permissive <st…
<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…
<!-- 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…
🧠 # 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…
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…
<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 …
<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…
<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&crop=s…
<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&h…
<h2> GLM-5 Release, SDXL Benchmarks, & 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…
<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&crop=smart&auto=webp…
<!-- 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…
<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…
GLM-5.2 is a step change for open agents https://www. interconnects.ai/p/glm-52-is-t he-step-change-for-open # HackerNews # GLM52 # OpenAgents # AI # Progress # Innovation
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…
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
<table> <tr><td> <a href="https://www.reddit.com/r/singularity/comments/1ueyh8v/glm52_is_the_step_change_for_open_agents/"> <img alt="GLM-5.2 is the step change for open agents" src="https://external-preview.redd.it/8mrI3snrlNRYR_AelvBh_F5hJze1SvhspRjU_W5-3KI.jpeg?width=640&c…
