# juinron/Hummingbird-V2

Model from Hugging Face for text generation: juinron/Hummingbird-V2 · transformers

## Facts

- Type: LLM
- Task: text-generation
- Framework: transformers
- License: apache-2.0 — Permissive open license: commercial use, modification, and redistribution are permitted. (https://huggingface.co/juinron/Hummingbird-V2/blob/main/LICENSE)
- Source: https://huggingface.co/juinron/Hummingbird-V2
- Hosting: hosted (20 files)
- Files: 20 hosted of 33 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: at least 20 listed files; full count and size unknown
- Full repo upstream: 39.6 MB
- Download: https://huggingbay.xyz/artifact/hf-model-juinron-hummingbird-v2/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-juinron-hummingbird-v2/download-plan)
- Per-file SHA-256: available for 20 of 20 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-juinron-hummingbird-v2/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: 604
- Stars: 1
- Card completeness: 96%

## Description

External Hugging Face catalog record for juinron/Hummingbird-V2. Task: text generation. Library: transformers. Languages: en. Datasets referenced by card metadata: HuggingFaceFW/fineweb-edu, HuggingFaceTB/smollm-corpus, HuggingFaceTB/finemath, mlfoundations/dclm-baseline-1.0, allenai/dolma3_dolmino_mix-100B-1025, allenai/dolma3_dolmino_mix-10B-1025. Popularity signal at import: 604 downloads and 1 likes.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: text-generation
- Library: transformers
- Task categories: text-generation
- Languages: en
- Referenced datasets: HuggingFaceFW/fineweb-edu, HuggingFaceTB/smollm-corpus, HuggingFaceTB/finemath, mlfoundations/dclm-baseline-1.0, allenai/dolma3_dolmino_mix-100B-1025, allenai/dolma3_dolmino_mix-10B-1025, HuggingFaceFW/finepdfs-edu
- File hints: 16 upstream file samples

## Referenced Data

- Dataset: HuggingFaceFW/fineweb-edu
- Dataset: HuggingFaceTB/smollm-corpus
- Dataset: HuggingFaceTB/finemath
- Dataset: mlfoundations/dclm-baseline-1.0
- Dataset: allenai/dolma3_dolmino_mix-100B-1025
- Dataset: allenai/dolma3_dolmino_mix-10B-1025
- Dataset: HuggingFaceFW/finepdfs-edu

## File Hints

- .gitattributes (1.5 KB)
- LICENSE (11 KB)
- NOTICE (581 B)
- README.md (3.2 KB)
- TRAINING_DATA.md (1.9 KB)
- chat_template.jinja (184 B)
- config.json (2.2 KB)
- configuration_microloop.py (14 KB)
- evaluation/arithmark_3.json (4.7 KB)
- evaluation/open_slm.json (11 KB)
- export_manifest.json (3.5 KB)
- generation_config.json (250 B)

## 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 2026-09-24T11:28:11.072Z.
- Open license detected as apache-2.0.
- Model card references dataset context: HuggingFaceFW/fineweb-edu, HuggingFaceTB/smollm-corpus, HuggingFaceTB/finemath, mlfoundations/dclm-baseline-1.0.
- 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-juinron-hummingbird-v2
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-juinron-hummingbird-v2/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-juinron-hummingbird-v2/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-juinron-hummingbird-v2/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-juinron-hummingbird-v2
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-juinron-hummingbird-v2/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-juinron-hummingbird-v2&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-juinron-hummingbird-v2/decentralized-fallbacks