# inclusionAI/Ling-3.0-tiny-base-midtrain

Model from Hugging Face for llm: inclusionAI/Ling-3.0-tiny-base-midtrain · unknown

## Cite this

- Page: https://huggingbay.xyz/artifact/hf-model-inclusionai-ling-3-0-tiny-base-midtrain
- Citation: inclusionAI/Ling-3.0-tiny-base-midtrain. The Hugging Bay model record. https://huggingbay.xyz/artifact/hf-model-inclusionai-ling-3-0-tiny-base-midtrain (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-inclusionai-ling-3-0-tiny-base-midtrain/files?limit=100. How checks work: https://huggingbay.xyz/verification

## Facts

- Type: LLM
- Task: text-generation
- Framework: unknown
- License: mit: Permissive open license: commercial use, modification, and redistribution are permitted. (https://spdx.org/licenses/MIT.html)
- Source: https://huggingface.co/inclusionAI/Ling-3.0-tiny-base-midtrain
- Hosting: hosted (8 files)
- Files: 8 hosted of 12 listed
- Needs its own code to run: Uses custom model code (configuration_bailing_moe_v3.py). Plain llama.cpp, Ollama and LM Studio commands are not offered for this model unless a GGUF file is 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: 8 hosted of 12 listed
- Full repo upstream: 16.4 GB
- Recommended file: 16.4 GB (2 files)
- Download: https://huggingbay.xyz/api/artifacts/hf-model-inclusionai-ling-3-0-tiny-base-midtrain/download-plan (download plan: https://huggingbay.xyz/api/artifacts/hf-model-inclusionai-ling-3-0-tiny-base-midtrain/download-plan)
- Per-file SHA-256: available for 8 of 8 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-inclusionai-ling-3-0-tiny-base-midtrain/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: 2207
- Stars: 8
- Card completeness: 84%

## Description

External Hugging Face catalog record for inclusionAI/Ling-3.0-tiny-base-midtrain. Library: unknown. Popularity signal at import: 2,207 downloads and 8 likes.

## Model Card Facts

- Declared license: mit
- Pipeline: text-generation
- Library: unknown
- Task categories: text-generation
- Paper ids: 2507.17634
- File hints: 12 upstream file samples

## Referenced Data

- Paper: 2507.17634

## File Hints

- .gitattributes (1.5 KB)
- README.md (17 KB)
- chat_template.jinja (4.3 KB)
- config.json (2.2 KB)
- configuration_bailing_moe_v3.py (4.6 KB)
- model-00001-of-00002.safetensors (9.9 GB) LFS
- model-00002-of-00002.safetensors (5.4 GB) LFS
- model.safetensors.index.json (850 KB)
- modeling_bailing_moe_v3.py (71 KB)
- special_tokens_map.json (581 B)
- tokenizer.json (12 MB) LFS
- tokenizer_config.json (49 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 2026-09-16T02:41:35.793Z.
- 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-ling-3-0-tiny-base-midtrain
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-inclusionai-ling-3-0-tiny-base-midtrain/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-inclusionai-ling-3-0-tiny-base-midtrain/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-inclusionai-ling-3-0-tiny-base-midtrain/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-inclusionai-ling-3-0-tiny-base-midtrain
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-inclusionai-ling-3-0-tiny-base-midtrain/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-inclusionai-ling-3-0-tiny-base-midtrain&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-inclusionai-ling-3-0-tiny-base-midtrain/decentralized-fallbacks