# inclusionAI/Ring-lite-2507

Model from Hugging Face for llm: inclusionAI/Ring-lite-2507 · unknown

## Facts

- Type: LLM
- Task: general
- Framework: unknown
- License: mit — Permissive open license: commercial use, modification, and redistribution are permitted. (https://huggingface.co/inclusionAI/Ring-lite-2507/blob/main/LICENSE)
- Source: https://huggingface.co/inclusionAI/Ring-lite-2507
- Hosting: hosted (11 files)
- Files: 11 hosted of 16 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: 11 files, 33.6 GB
- Full repo upstream: 33.6 GB
- Recommended file: 33.6 GB (4 files)
- Download: https://huggingbay.xyz/artifact/hf-model-inclusionai-ring-lite-2507/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-inclusionai-ring-lite-2507/download-plan)
- Per-file SHA-256: available for 11 of 11 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-inclusionai-ring-lite-2507/files?limit=100
- 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: 12
- Stars: 61
- Card completeness: 87%

## Description

External Hugging Face catalog record for inclusionAI/Ring-lite-2507. Library: unknown. Languages: zh, en. Popularity signal at import: 27 downloads and 61 likes.

## Model Card Facts

- Declared license: mit
- Pipeline: general
- Library: unknown
- Task categories: general
- Languages: zh, en
- Paper ids: 2506.14731
- File hints: 16 upstream file samples

## Referenced Data

- Paper: 2506.14731

## File Hints

- .gitattributes (1.5 KB)
- LICENSE (1.0 KB)
- README.md (6.5 KB)
- ant-bailing.png (57 KB)
- config.json (1.7 KB)
- configuration_bailing_moe.py (2.8 KB)
- generation_config.json (147 B)
- model-00001-of-00004.safetensors (9.3 GB) LFS
- model-00002-of-00004.safetensors (9.3 GB) LFS
- model-00003-of-00004.safetensors (9.3 GB) LFS
- model-00004-of-00004.safetensors (3.4 GB) LFS
- model.safetensors.index.json (491 KB)

## 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 2026-08-28T23:54:59.903Z.
- 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-inclusionai-ring-lite-2507
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-inclusionai-ring-lite-2507/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-inclusionai-ring-lite-2507/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-inclusionai-ring-lite-2507/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-inclusionai-ring-lite-2507
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-inclusionai-ring-lite-2507/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-inclusionai-ring-lite-2507&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-inclusionai-ring-lite-2507/decentralized-fallbacks