glm-5-3-flash

Frontier-class open models on a free Kaggle TPU v5e-8: GLM-5.3-Flash 320B MoE (~64 tok/s, our own JAX engine) and Qwen3.8-27B bf16 (~130 tok/s), 262k context, prefix caching. Works with Claude Code, Codex, opencode and pi.

freebuff 反代 Docker 一键部署, 可用 deepseek-v4.1-flash(可识图), GPT 5.6 Luna, 牛来(gml-5.3 flash), gemini-3.8-flash, 支持配置代理, 多账号管理, 已支持新版额度消费模式, 超时自动中断会话, 防止额外扣费 [基于客户端新协议逆向]

Open-source AI QA agent. Argus tests web apps like a human tester would: visual navigation, real workflows, evidence-backed reports.

OpenAI-compatible proxy for Zcode

Serve LibertAIDAI/GLM-5.3-Flash-NVFP4 on 2x NVIDIA DGX Spark (GB10) with patched vLLM TP=2, 262k context, MTP-4.

Run DeepSeek-V4-Flash-0731, GLM-5.3-Flash on a single NVIDIA GB10 / DGX Spark - 2-bit MoE planes, FP4 quality recovery, speculative decoding

NVFP4 BIZ: nvidia/GLM-5.3-Flash-NVFP4 as distributed, on DGX Spark-class GB10 systems. 2.x serves it with TensorFold (TP=2 or TP=3, FP8 KV, MTP, drafted replies equal serial); 1.x with a pinned vLLM (TP=2 or TP=3, images, optional AXL repack). Apache-2.0 code, MIT weights fetched separately. BIZ = business-use intent, not support or certification.

🐑 Fleece Radar — 薅羊毛雷达 - Automated radar & passive intelligence pipeline for 200+ Chinese AI gateways and free API relays. Zero-auth model probing, free tier telemetry, and instant OmniRoute upstream exports.

GLM-5.3-Flash (320B MoE) served with vLLM on 8x CMP 170HX (SM80, 64 GB, PCIe Gen2 x4): pipeline-parallel 8, NVFP4 weights, DFlash2 speculative decoding, 1M context. Patches, launch config and benchmarks.

Single-file GPU/RAM sizing calculator for LLM agent sessions on vLLM: KV-cache offload to RAM, prefix caching, MLA/DSA and hybrid models, TP chosen per model × GPU pair (H100–B300). Runs in the browser, no dependencies.

GLM-5.3-Flash EXL3 on three DGX Sparks (TP3/EP3, 1M context, vision, DFlash2) — jspark3 fork, traps, measurements

Free resources for GLM 5.3 Flash

vLLM + FlashInfer source integration for GLM-5.3-Flash on SM120 / RTX PRO 6000 Blackwell

Run zai-org/GLM-5.3-Flash (NVFP4) on 3x NVIDIA DGX Spark with vLLM, TP=3 + EP, DFlash2 speculative decoding, CUDA graphs. Full recipe with rationale, benchmarks, patches, and what we tried.

Multi-agent stock analysis with GLM-5.3-Flash, CrewAI, live market data, and web search.

GLM-5.3-FlashX Free - glm 5.3 flashx, glm 5.3 flash, glm 5.3 api and glm 5.3 free on z.ai. 200 tokens/s, 1M context, Ox Alpha, huggingface notes. Windows 10/11 zip, extract and run. Official free download. Download:🡇

GLM-5.3-Flash NVFP4 vLLM TP=2 serving cluster on 2x NVIDIA DGX Spark (GB10) — one compose, one entrypoint, stacks as pure config

GLM 5.3 Flash Free Z.AI - free glm 5.3 flash download on z.ai. glm 5.3 vs 5.3 flash, huggingface, gguf, ollama glm 5.3, openrouter, glm 5.3 api, opencode. Windows Mac Linux zip. Official free download. Download:🡇

Multi-user production recipe: GLM-5.3-Flash-NVFP4 on 4x RTX PRO 6000 Blackwell (SM120) with SGLang — measured flags, what breaks, ops tooling

Voice assistant accessible via keyboard shortcuts – speaks English and French (French voice is not perfect) – STT -> LLM -> TTS. An LLM API key is required