# zai-org/GLM-4.7-Flash

This model is a 30B A3B MoE model. It supports local deployment with vLLM and SGLang, and the card recommends Preserved Thinking mode for multi turn agentic tasks.

## Cite this

- Page: https://huggingbay.xyz/artifact/hf-model-zai-org-glm-4-7-flash
- Citation: zai-org/GLM-4.7-Flash. The Hugging Bay model record. https://huggingbay.xyz/artifact/hf-model-zai-org-glm-4-7-flash (retrieved 2026-11-14).
- Check a downloaded file: run `shasum -a 256 <file>` (macOS), `sha256sum <file>` (Linux) or `Get-FileHash -Algorithm SHA256 <file>` (Windows), then compare with that file's SHA-256 at https://huggingbay.xyz/api/artifacts/hf-model-zai-org-glm-4-7-flash/files?limit=100. How checks work: https://huggingbay.xyz/verification

## Facts

- Type: LLM
- Task: text-generation
- Framework: transformers
- License: mit: Permissive open license: commercial use, modification, and redistribution are permitted. (https://spdx.org/licenses/MIT.html)
- Source: https://huggingface.co/zai-org/GLM-4.7-Flash
- Hosting: hosted (57 files)
- Files: 57 hosted of 58 listed
- File counts: "listed" is every file in the source repository; only hosted files download from Hugging Bay, and the download plan lists the files it selects for one download, so its count can differ.
- Hosted here: 57 hosted of 58 listed
- Full repo upstream: 62.5 GB
- Recommended file: 62.4 GB (48 files)
- Download: https://huggingbay.xyz/api/artifacts/hf-model-zai-org-glm-4-7-flash/download-plan (download plan: https://huggingbay.xyz/api/artifacts/hf-model-zai-org-glm-4-7-flash/download-plan)
- Per-file SHA-256: available for 57 of 57 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-zai-org-glm-4-7-flash/files?limit=100
- Availability: Ready
- Downloadable: yes
- Run-ready: no (Hugging Bay has not certified a run path for this model; hosted bytes are downloadable and hash-checkable only)
- Peer-assisted fallbacks: 0 verified, 0 pending review
- Downloads: 2316066
- Stars: 1824
- Card completeness: 92%

## Description

This model is a 30B A3B MoE model. It supports local deployment with vLLM and SGLang, and the card recommends Preserved Thinking mode for multi turn agentic tasks.

## Model Card Facts

- Declared license: mit
- Pipeline: text-generation
- Library: transformers
- Task categories: text-generation
- Languages: en, zh
- Paper ids: 2508.06471
- File hints: 16 upstream file samples

## Referenced Data

- Paper: 2508.06471

## File Hints

- .eval_results/gpqa.yaml (197 B)
- .eval_results/hle.yaml (186 B)
- .gitattributes (1.5 KB)
- README.md (8.0 KB)
- chat_template.jinja (3.0 KB)
- config.json (1.0 KB)
- generation_config.json (181 B)
- model-00001-of-00048.safetensors (1.3 GB) LFS
- model-00002-of-00048.safetensors (1.2 GB) LFS
- model-00003-of-00048.safetensors (1.2 GB) LFS
- model-00004-of-00048.safetensors (1.2 GB) LFS
- model-00005-of-00048.safetensors (1.2 GB) LFS

## Quality Checklist

- Summary: passed
- Description: passed
- Model card metadata: passed
- License: passed
- Provenance: passed
- File inventory: passed
- Hosted bytes: passed
- Scan result: passed
- Manifest signature: passed

## Safety Notes

- External catalog metadata imported from Hugging Face public API on 2026-08-28T01:50:17.711Z.
- Open license detected as mit.
- Not a run kit: hosted, hash-checked bytes only; run readiness is not certified for this model yet.

## Actions

- Web: https://huggingbay.xyz/artifact/hf-model-zai-org-glm-4-7-flash
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-zai-org-glm-4-7-flash/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-zai-org-glm-4-7-flash/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-zai-org-glm-4-7-flash/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-zai-org-glm-4-7-flash
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-zai-org-glm-4-7-flash/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-zai-org-glm-4-7-flash&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-zai-org-glm-4-7-flash/decentralized-fallbacks