# inclusionAI/Ling-lite

Model from Hugging Face for text generation: inclusionAI/Ling-lite · transformers

## Facts

- Type: LLM
- Task: text-generation
- Framework: transformers
- License: mit — Permissive open license: commercial use, modification, and redistribution are permitted. (https://huggingface.co/inclusionAI/Ling-lite/blob/main/LICENCE)
- Source: https://huggingface.co/inclusionAI/Ling-lite
- Hosting: hosted (72 files)
- Files: 72 hosted of 77 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: 72 files, 33.6 GB
- Full repo upstream: 33.6 GB
- Recommended file: 33.6 GB (66 files)
- Download: https://huggingbay.xyz/artifact/hf-model-inclusionai-ling-lite/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-inclusionai-ling-lite/download-plan)
- Per-file SHA-256: available for 72 of 72 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-inclusionai-ling-lite/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: 523
- Stars: 81
- Card completeness: 89%

## Description

External Hugging Face catalog record for inclusionAI/Ling-lite. Task: text generation. Library: transformers. Popularity signal at import: 2,296 downloads and 81 likes.

## Model Card Facts

- Declared license: mit
- Pipeline: text-generation
- Library: transformers
- Task categories: text-generation
- Paper ids: 2503.05139
- File hints: 16 upstream file samples

## Referenced Data

- Paper: 2503.05139

## File Hints

- .gitattributes (1.5 KB)
- LICENCE (1.0 KB)
- README.md (5.5 KB)
- ant-bailing.png (57 KB)
- config.json (1.3 KB)
- configuration_bailing_moe.py (2.8 KB)
- model-00001-of-00066.safetensors (494 MB) LFS
- model-00002-of-00066.safetensors (115 KB) LFS
- model-00003-of-00066.safetensors (336 MB) LFS
- model-00004-of-00066.safetensors (224 MB) LFS
- model-00005-of-00066.safetensors (115 KB) LFS
- model-00006-of-00066.safetensors (616 MB) 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 2026-09-19T00:00:14.493Z.
- Upstream license: mit. Mirror admission policy: permissive (owner policy; no license rights inferred).
- 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-ling-lite
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-inclusionai-ling-lite/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-inclusionai-ling-lite/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-inclusionai-ling-lite/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-inclusionai-ling-lite
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-inclusionai-ling-lite/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-inclusionai-ling-lite&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-inclusionai-ling-lite/decentralized-fallbacks