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      "quote": "latest heartbeat. Groq `gpt-oss-120b`, Gemini `gemini-3.8-flash` and Cloudflare `glm-4.7-flash` remain model/contract-specific blocked. Mistral remains deferred after repeated 429s; Cerebras is blocked under the no-payment-method rule;",
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      "url": "https://github.com/ai-advokat/ai-advokat.github.io/pull/681",
      "quote": "the timed-out Qwen recovery model with the already-supported GLM-4.7-Flash fallback with thinking disabled",
      "co_mentions": []
    },
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      "reference": "record:github-search:zai:pulls:laurofiorenzani/jarvis:pull:48:glm-4.7-flash",
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      "quote": "The chat router now hard-allows only `@cf/google/gemma-4-26b-a4b-it` and `@cf/zai-org/glm-4.7-flash` for the Cloudflare Workers Free pool. Other models, including paid-only Kimi/GLM5 and speech/deprecated models, are rejected",
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      "kind": "editorial_mention",
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      "report_intent": "incidental",
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      "source_label": "GitHub search · Z.ai · pulls · smg-project/smg · @hello-alexmcc",
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      "quote": null,
      "co_mentions": []
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      "reference": "record:github-search:zai:pulls:brokespace/seal:pull:23:glm-4.7-flash",
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      "report_intent": "incidental",
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      "source_label": "GitHub search · Z.ai · pulls · brokespace/seal · @brokespace",
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      "quote": "- **Structured output.** `glm-4.7-flash` is not on Workers AI's JSON Mode list, so the schema is enforced by the host: lenient JSON extraction, zod validation",
      "co_mentions": []
    },
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      "reference": "record:github-search:zai:pulls:dannywise093-crypto/ATLAS:pull:4:glm-4.7-flash",
      "kind": "editorial_mention",
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      "report_intent": "incidental",
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      "quote": "- Connect the open-weight GLM-4.7-Flash model as ATLAS's first hosted foundation model.",
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    },
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      "co_mentions": []
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      "report_intent": "incidental",
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      "quote": "- updated: `/home/runner/_work/models.dev/models.dev/providers/nano-gpt/models/z-ai/glm-4.7-flash:thinking.toml`",
      "co_mentions": []
    },
    {
      "reference": "record:github-search:zai:pulls:JoshCLWren/comic-pile:pull:5038:glm-4.7-flash",
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      "report_intent": "incidental",
      "source": "github-search:zai:pulls",
      "source_label": "GitHub search · Z.ai · pulls · JoshCLWren/comic-pile · @JoshCLWren",
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      "quote": "Cloudflare Workers AI Free adapter and workers **119** (`@cf/zai-org/glm-4.7-flash`) and **120** (`@cf/google/gemma-4-26b-a4b-it`). These require `CLOUDFLARE_API_TOKEN` repository secret and `CLOUDFLARE_ACCOUNT_ID` repository variable. Absent credentials, workers remain",
      "co_mentions": []
    },
    {
      "reference": "record:github-search:zai:pulls:eltmon/overdeck:pull:5216:glm-4.7-flash",
      "kind": "editorial_mention",
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      },
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      "report_intent": "incidental",
      "source": "github-search:zai:pulls",
      "source_label": "GitHub search · Z.ai · pulls · eltmon/overdeck · @eltmon",
      "url": "https://github.com/eltmon/overdeck/pull/5216",
      "quote": "here. On 1.5.2, `models.json` received only `glm-5.3-flashx`, `glm-5.1`, `glm-4.7-flash`, `mimo-v2.6-pro-ultraspeed` and `grok-build-0.1`.",
      "co_mentions": []
    },
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      "reference": "record:github-search:zai:pulls:hale-lang/voice:pull:221:glm-4.7-flash",
      "kind": "editorial_mention",
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      },
      "historical": false,
      "report_intent": "incidental",
      "source": "github-search:zai:pulls",
      "source_label": "GitHub search · Z.ai · pulls · hale-lang/voice · @rileyr",
      "url": "https://github.com/hale-lang/voice/pull/221",
      "quote": "put their thinking inline: the R1 distill, Qwen3-0.6B, GLM-4.7-Flash, MiMo's distill, OpenReasoning-Nemotron and Phi-4-mini-reasoning. vLLM v0.29.0 registers `deepseek_r1`, `qwen3`, `glm47` and `mimo`; each model needs",
      "co_mentions": []
    },
    {
      "reference": "record:github-search:zai:pulls:vllm-project/vllm:pull:66799:glm-4.7-flash",
      "kind": "editorial_mention",
      "at": "2026-11-15T13:15:13.117Z",
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      "historical": true,
      "report_intent": "incidental",
      "source": "github-search:zai:pulls",
      "source_label": "GitHub search · Z.ai · pulls · vllm-project/vllm · @Pb314314",
      "url": "https://github.com/vllm-project/vllm/pull/66799",
      "quote": null,
      "co_mentions": []
    },
    {
      "reference": "record:github-search:zai:pulls:HockerAGI/hocker.one:pull:411:glm-4.7-flash",
      "kind": "editorial_mention",
      "at": "2026-11-15T13:31:17.785Z",
      "event_at": {
        "precision": "time",
        "value": "2026-11-13T21:54:48Z"
      },
      "historical": false,
      "report_intent": "incidental",
      "source": "github-search:zai:pulls",
      "source_label": "GitHub search · Z.ai · pulls · HockerAGI/hocker.one · @HockerAGI",
      "url": "https://github.com/HockerAGI/hocker.one/pull/411",
      "quote": "Supabase conservó la respuesta `LISTO`, route/provider `cloudflare-workers-ai`, modelo `@cf/zai-org/glm-4.7-flash`, `1481` tokens entrada/`3` salida y trace ID `9d09f050-695f-4628-9d7b-3fd35b2d97be`, un solo intento exitoso y ~740 ms de",
      "co_mentions": []
    },
    {
      "reference": "record:github-search:zai:pulls:HockerAGI/hocker.one:pull:412:glm-4.7-flash",
      "kind": "editorial_mention",
      "at": "2026-11-15T13:31:17.785Z",
      "event_at": {
        "precision": "time",
        "value": "2026-11-13T22:40:44Z"
      },
      "historical": false,
      "report_intent": "incidental",
      "source": "github-search:zai:pulls",
      "source_label": "GitHub search · Z.ai · pulls · HockerAGI/hocker.one · @HockerAGI",
      "url": "https://github.com/HockerAGI/hocker.one/pull/412",
      "quote": "E2E en Preview; `agi_messages` de Supabase registró modelo `@cf/zai-org/glm-4.7-flash`, respuesta `LISTO`, mismo trace ID e inferencia real. No se renueva artificialmente esa prueba.",
      "co_mentions": []
    },
    {
      "reference": "record:github-search:zai:pulls:vllm-project/vllm:pull:60822:glm-4.7-flash",
      "kind": "editorial_mention",
      "at": "2026-11-15T13:31:17.785Z",
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      "historical": true,
      "report_intent": "incidental",
      "source": "github-search:zai:pulls",
      "source_label": "GitHub search · Z.ai · pulls · vllm-project/vllm · @lihzamd",
      "url": "https://github.com/vllm-project/vllm/pull/60822",
      "quote": "| Model | GLM-4.7-Flash (`Glm4MoeLiteForCausalLM`) |",
      "co_mentions": []
    },
    {
      "reference": "record:github-search:zai:commits:AmsyarAmran/Studyhub-stpm:commit:595661565192032554995fb908f434bffaf7f2fe:glm-4.7-flash",
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      },
      "historical": false,
      "report_intent": "incidental",
      "source": "github-search:zai:commits",
      "source_label": "GitHub search · Z.ai · commits · AmsyarAmran/Studyhub-stpm · @AmsyarAmran",
      "url": "https://github.com/AmsyarAmran/Studyhub-stpm/commit/595661565192032554995fb908f434bffaf7f2fe",
      "quote": "Use GLM-4.7-Flash as Syar default model",
      "co_mentions": []
    },
    {
      "reference": "record:github-search:zai:commits:AmsyarAmran/Studyhub-stpm:commit:b84a256df9087df2b16f9e2bae07ae25ce881d72:glm-4.7-flash",
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      },
      "historical": false,
      "report_intent": "incidental",
      "source": "github-search:zai:commits",
      "source_label": "GitHub search · Z.ai · commits · AmsyarAmran/Studyhub-stpm · @AmsyarAmran",
      "url": "https://github.com/AmsyarAmran/Studyhub-stpm/commit/b84a256df9087df2b16f9e2bae07ae25ce881d72",
      "quote": "Set Syar model to GLM-4.7-Flash Set Syar model to GLM-4.7-Flash",
      "co_mentions": []
    },
    {
      "reference": "record:github-search:zai:commits:Nitjsefnie/ai-researcher:commit:77ee0cdd64b90b5a45d35155e167cadcdc89c125:glm-4.7-flash",
      "kind": "editorial_mention",
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      "event_at": {
        "precision": "time",
        "value": "2026-11-14T07:47:44Z"
      },
      "historical": false,
      "report_intent": "incidental",
      "source": "github-search:zai:commits",
      "source_label": "GitHub search · Z.ai · commits · Nitjsefnie/ai-researcher · @github-actions[bot]",
      "url": "https://github.com/Nitjsefnie/ai-researcher/commit/77ee0cdd64b90b5a45d35155e167cadcdc89c125",
      "quote": "- GLM-4.7-Flash (Reasoning)",
      "co_mentions": []
    },
    {
      "reference": "record:github-search:zai:commits:Trollz1004/ANTIGRAVITY:commit:f5e9aebda2acdaab729401d4c4391656f93399a6:glm-4.7-flash",
      "kind": "editorial_mention",
      "at": "2026-11-15T13:46:55.245Z",
      "event_at": {
        "precision": "time",
        "value": "2026-11-14T07:03:25Z"
      },
      "historical": false,
      "report_intent": "incidental",
      "source": "github-search:zai:commits",
      "source_label": "GitHub search · Z.ai · commits · Trollz1004/ANTIGRAVITY · @Trollz1004",
      "url": "https://github.com/Trollz1004/ANTIGRAVITY/commit/f5e9aebda2acdaab729401d4c4391656f93399a6",
      "quote": null,
      "co_mentions": []
    },
    {
      "reference": "record:github-search:zai:commits:rodrigueztaylor87/rod:commit:88a4dbdbf70aeeb1ade2f2fa9112403a1a007942:glm-4.7-flash",
      "kind": "editorial_mention",
      "at": "2026-11-15T13:46:55.245Z",
      "event_at": {
        "precision": "time",
        "value": "2026-11-14T07:26:00Z"
      },
      "historical": false,
      "report_intent": "incidental",
      "source": "github-search:zai:commits",
      "source_label": "GitHub search · Z.ai · commits · rodrigueztaylor87/rod · @rodrigueztaylor87",
      "url": "https://github.com/rodrigueztaylor87/rod/commit/88a4dbdbf70aeeb1ade2f2fa9112403a1a007942",
      "quote": "本文详解GLM-4.7-Flash在4张RTX 4090 D上的低成本、高性能部署实践，涵盖MoE架构优势、OpenAI兼容API集成、日志驱动故障诊断、配置热更新及典型并发与服务隔离问题排查。重点突出其针对中文场景的原生理解能力、低显存占用（单卡24GB可运行）、高吞吐推理（115 tokens/s）及开箱即用特性，适用于文案生成、知识问答、技术文档辅助等真实业务。",
      "co_mentions": []
    },
    {
      "reference": "record:github-search:zai:pulls:HockerAGI/hocker.one:pull:410:glm-4.7-flash",
      "kind": "editorial_mention",
      "at": "2026-11-15T14:18:43.644Z",
      "event_at": {
        "precision": "time",
        "value": "2026-11-13T20:44:10Z"
      },
      "historical": false,
      "report_intent": "incidental",
      "source": "github-search:zai:pulls",
      "source_label": "GitHub search · Z.ai · pulls · HockerAGI/hocker.one · @HockerAGI",
      "url": "https://github.com/HockerAGI/hocker.one/pull/410",
      "quote": "proof. Reuses existing `hocker-agi` gateway and fixed native `@cf/zai-org/glm-4.7-flash`; no Worker/Pages/DNS/SQL, no account spend configuration or live inference. Cloudflare account billing permissions returned 403 and",
      "co_mentions": []
    },
    {
      "reference": "record:github-search:zai:pulls:Prool-bot/ngo-grants-facebook:pull:94:glm-4.7-flash",
      "kind": "editorial_mention",
      "at": "2026-11-15T14:18:43.644Z",
      "event_at": {
        "precision": "time",
        "value": "2026-11-15T14:08:28Z"
      },
      "historical": false,
      "report_intent": "incidental",
      "source": "github-search:zai:pulls",
      "source_label": "GitHub search · Z.ai · pulls · Prool-bot/ngo-grants-facebook · @Prool-bot",
      "url": "https://github.com/Prool-bot/ngo-grants-facebook/pull/94",
      "quote": "on explicit Workers-Free allowlist (also includes unselected free GLM-4.7-Flash; no automatic fallback or paid usage).",
      "co_mentions": []
    },
    {
      "reference": "record:github-search:zai:pulls:gorfreee/clasica_madrid:pull:419:glm-4.7-flash",
      "kind": "editorial_mention",
      "at": "2026-11-15T14:18:43.644Z",
      "event_at": {
        "precision": "time",
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      },
      "historical": false,
      "report_intent": "incidental",
      "source": "github-search:zai:pulls",
      "source_label": "GitHub search · Z.ai · pulls · gorfreee/clasica_madrid · @gorfreee",
      "url": "https://github.com/gorfreee/clasica_madrid/pull/419",
      "quote": "| IA: requests por modelo | cloudflare:@cf/zai-org/glm-4.7-flash: 5, gemini:gemini-3-flash-preview: 2, gemini:gemini-3.1-flash-lite: 1, gemini:gemini-3.5-flash: 2, gemini:gemini-3.5-flash-lite: 2, gemini:gemini-3.6-flash: 2, gemini:gemini-3.7-flash: 2, gemini:gemini-3.8-flash: 2, gemini:gemma-4-26b-a4b-it: 1, gemini:gemma-4-31b-it:",
      "co_mentions": []
    },
    {
      "reference": "record:github-search:zai:pulls:vllm-project/vllm:pull:67541:glm-4.7-flash",
      "kind": "editorial_mention",
      "at": "2026-11-15T14:18:43.644Z",
      "event_at": {
        "precision": "time",
        "value": "2026-11-13T19:34:16Z"
      },
      "historical": false,
      "report_intent": "incidental",
      "source": "github-search:zai:pulls",
      "source_label": "GitHub search · Z.ai · pulls · vllm-project/vllm · @hyjuunn",
      "url": "https://github.com/vllm-project/vllm/pull/67541",
      "quote": "export MODEL=zai-org/GLM-4.7-Flash",
      "co_mentions": []
    },
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      "reference": "record:github-search:zai:commits:Nitjsefnie/ai-researcher:commit:d5b473e2c542a2ab30983f6c2f520723cb14a6e8:glm-4.7-flash",
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        "precision": "time",
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      },
      "historical": false,
      "report_intent": "incidental",
      "source": "github-search:zai:commits",
      "source_label": "GitHub search · Z.ai · commits · Nitjsefnie/ai-researcher · @github-actions[bot]",
      "url": "https://github.com/Nitjsefnie/ai-researcher/commit/d5b473e2c542a2ab30983f6c2f520723cb14a6e8",
      "quote": "GLM-4.7-Flash (Reasoning) [Z AI]",
      "co_mentions": []
    },
    {
      "reference": "record:github-search:zai:commits:Nitjsefnie/claudit:commit:7d6ca9692df859c0172871ef80de2aaa9462c08c:glm-4.7-flash",
      "kind": "editorial_mention",
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      "event_at": {
        "precision": "time",
        "value": "2026-11-15T14:00:44Z"
      },
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      "quote": "Gemini 2.5 Flash, Groq Llama 3.3 70B, Z.ai GLM-4.7-Flash, Gemini 3.1 Flash Lite; Kimi K2 strictly excluded). Tests added: RouterPreferencesTest, ToolCallProbeAndUnifiedPoolTest. CI run 43719307999 on",
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      "quote": "Add PowerTokens (`api.powertokens.ai`) as an OpenAI-compatible provider. Its `glm-4.7-flash` model is listed at $0 (0 Credits); chat, streaming and tool calling were tested through the",
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      "quote": "- `glm4_moe_lite.py` (GLM-4.7-Flash and its NextN draft): drop the three `q/k/v_proj -> qkv_proj` entries from `stacked_params_mapping`, which the MLA attention has no parameter for and",
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      "quote": "suite on 4×L4, and the Kimi K2.5 and GLM-4.7-Flash rows on 4×H100. Megatron-only; FSDP does not use Megatron-Bridge.",
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      "quote": "and `drop_thinking`. frink set none of them, so GLM-4.7-Flash, LFM3, LFM2.5 and Nemotron-3-Nano always dropped earlier turns' reasoning, Laguna-S-2.1 did with thinking off, and DeepSeek-V4",
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      "quote": "contentOnly, and for the structured-output route with the GLM-4.7-Flash template (`<think>Plan.</think>{\"a\":1}` gives reasoning `<think>Plan.`, as the oracle) (`chat_format_registry_test.dart`).",
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      "url": "https://github.com/rolexdkscreation-max/DK2.0/pull/236",
      "quote": "- नए providers: `zai` (https://api.z.ai/api/paas/v4, default glm-4.7-flash) और `nvidia` (https://integrate.api.nvidia.com/v1, default meta/llama-3.3-70b-instruct)।",
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      "quote": "only, no model forward changes. GPU check on GLM-4.7-Flash (before/after, logs) is in a comment below.",
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      "quote": "GLM-4.7-Flash (Non-reasoning) [Z AI]",
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      "quote": "- [ ] Live: **Apply now** on the GLM-4.7-Flash plan for Ultron (131,072 × 5). Needs this build on Ultron and the user's OK to",
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      "quote": "doubled closer (D10), on three different models** (`deepseek-v4-flash-0731`, `glm-4.7-flash`, `llama-4-scout-17b-16e-instruct`): `<write>{…}</path>` and `<write>{…}</write></path>` both come back as `finish_reason: \"tool_calls\"`, `write`, with the arguments intact and",
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      "quote": "| `glm-4.7-flash` | price_change | additions-only automation: existing model prices require a manual update |",
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      "quote": "for them. A generation model there, such as `@cf/zai-org/glm-4.7-flash`, still gets \"is a generation model\".",
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      "quote": "backend calling this AITER kernel showed 1.17x faster GLM-4.7-Flash TP4 decode steps versus AITER `16979d757` (geomean of 10 workload shapes). This is not an upstream-vLLM",
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      "quote": "own Modal node: two `dynamo.sglang` TP2 workers of GLM-4.7-Flash on 4x H200 (1,767,648 KV tokens per worker, 3.5M total), `dynamo.frontend --router-mode kv --router-session-affinity-mode soft`, one",
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      "quote": "ggml-hrx: no V transpose for MLA strided V (GLM-4.7-Flash prompts >= 512 tokens: PPL 315,664 -> 5.92)",
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      "quote": "- GLM-4.7-Flash Q4_K_M, ~750-token prompt through the prefill kernel with #70's row-major V, 4 runs with a different request in between: bit-identical logits. Before: up",
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      "url": "https://github.com/AndresYepez23/PRISMA/pull/105",
      "quote": "- Assert the official general Z.AI endpoint and GLM-4.7-Flash model remain configured.",
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      "quote": "Tried on a device: ending by voice with GLM-4.7-Flash (\"Ukonči se\", \"Zatím se měj\", \"Vypni se\" ended 2/2; \"Počkej chvilku\" 0/2). Whether a \"be quiet\"",
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      "quote": "4 sections by BM25, and asks Workers AI `@cf/zai-org/glm-4.7-flash` (Cloudflare's replacement for the Llama 3.x models it retires on Nov 20) to answer from those",
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      "url": "https://github.com/marromugi/iris/pull/37",
      "quote": "`Model: <名前>.` が付く。`MODEL_PROVIDER` が `anthropic` なら `claude-haiku-5-5`、`workers-ai` なら `@cf/zai-org/glm-4.7-flash`。",
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      "quote": "- GSM8K, `zai-org/GLM-4.7-Flash`, full 1319 questions, 5-shot chat, thinking off, max 2048 generated tokens, `--quantization lut_b_moe` on the native SM107 path (`tcgen05.mma.kind::mxf8f6f4.block_scale.decompress::lut::b.block32`, MXFP8 activations):",
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