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AI 모델 라이브러리/Baekpica/GLM-5.3-Flash-VQ-GGUF
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GLM-5.3-Flash-VQ-GGUF

Baekpica · GLM-5.3-Flash-VQ-GGUF

> [!WARNING] > **Experimental low-bit release.** The routed experts, which hold most of the > weights, are stored at 1.625 or 2.625 bits per weight depending on the layer > (about 2.1 on average), far below common 4-bit GGUF quants. You may see > failures the source model rarely shows: reasoning that loops or never > reaches an answer, text that breaks mid-character (shown as `�`) or switches > language mid-word, and weaker answers in general. This is exploratory > quantization research, not a drop-in replacement for the source model. > > **The files can change.** This line of conversions is still being researched > (as of 2026-10-21, weighted Lloyd fitting of the codebooks is being tested), > so any file here may be replaced by a new revision. Replacements so far: > three since the first release on 2026-10-15. The non-expert weights were > requantized (Q4_K v3, 2026-10-16), then the 8-bit residual stage that > protects sensitive routed layers was added to layers 3–16 and widened to 19 > layers (2026-10-18). The earlier files remain at the tags `vq-original`, > `q4k-v3` and `r13p8-l3-16`. To keep a fixed build, download a pinned commit: > `hf download Baekpica/GLM-5.3-Flash-VQ-GGUF --revision `. > > **Problems or odd output?** Feel free to post them in the > Community tab, > even as rough notes. The prompt, sampling settings and runtime commit help > most. > **Status, 2026-10-18:** the files are the 19-layer R13+8 revision: the > residual stage now covers routed layers 3–17, 22, 27, 41 and 44 (before: > 3–16). Loading needs a ds4-dfm-rs build with GVQ1 container v2 support > (`main` since PR #96, > merge `34c46d18`); the runtime binds the residual stage on any routed layer, > so no runtime change is needed. Speed and memory of this revision on DGX > Spark are not measured yet. Previous revisions are kept at the tags > `r13p8-l3-16` > (R13+8 on layers 3–16) and > `q4k-v3` > (all routed layers R13). Experimental custom GVQ1 / GGUF v3 conversion of the official Z.AI GLM-5.3-Flash (`91b69215804f2d2036a8867f6ce44848e278dcda`) for DGX Spark (GB10), run by ds4-dfm-rs. Standard llama.cpp/Ollama/Transformers loading is not claimed.

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시각 질의응답license:mit
컨텍스트 창미공개
입력 → 출력텍스트、이미지 → 텍스트
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정보 업데이트2026/11/2 19:15:48
OVERVIEW

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> [!WARNING] > **Experimental low-bit release.** The routed experts, which hold most of the > weights, are stored at 1.625 or 2.625 bits per weight depending on the layer > (about 2.1 on average), far below common 4-bit GGUF quants. You may see > failures the source model rarely shows: reasoning that loops or never > reaches an answer, text that breaks mid-character (shown as `�`) or switches > language mid-word, and weaker answers in general. This is exploratory > quantization research, not a drop-in replacement for the source model. > > **The files can change.** This line of conversions is still being researched > (as of 2026-10-21, weighted Lloyd fitting of the codebooks is being tested), > so any file here may be replaced by a new revision. Replacements so far: > three since the first release on 2026-10-15. The non-expert weights were > requantized (Q4_K v3, 2026-10-16), then the 8-bit residual stage that > protects sensitive routed layers was added to layers 3–16 and widened to 19 > layers (2026-10-18). The earlier files remain at the tags `vq-original`, > `q4k-v3` and `r13p8-l3-16`. To keep a fixed build, download a pinned commit: > `hf download Baekpica/GLM-5.3-Flash-VQ-GGUF --revision `. > > **Problems or odd output?** Feel free to post them in the > Community tab, > even as rough notes. The prompt, sampling settings and runtime commit help > most. > **Status, 2026-10-18:** the files are the 19-layer R13+8 revision: the > residual stage now covers routed layers 3–17, 22, 27, 41 and 44 (before: > 3–16). Loading needs a ds4-dfm-rs build with GVQ1 container v2 support > (`main` since PR #96, > merge `34c46d18`); the runtime binds the residual stage on any routed layer, > so no runtime change is needed. Speed and memory of this revision on DGX > Spark are not measured yet. Previous revisions are kept at the tags > `r13p8-l3-16` > (R13+8 on layers 3–16) and > `q4k-v3` > (all routed layers R13). Experimental custom GVQ1 / GGUF v3 conversion of the official Z.AI GLM-5.3-Flash (`91b69215804f2d2036a8867f6ce44848e278dcda`) for DGX Spark (GB10), run by ds4-dfm-rs. Standard llama.cpp/Ollama/Transformers loading is not claimed.

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출처 및 추적 기록

huggingface · Baekpica/GLM-5.3-Flash-VQ-GGUF ↗2026/10/30 08:42:17
huggingface · enrich:282bdda1-6083-478c-a4b5-4aa79792c288 ↗2026/10/31 04:51:43

许可证：mit。模型介绍与第三方评测均以原来源的具体版本和方法为准。