# arcee-ai/Arcee-Spark

Model from Hugging Face for text generation: arcee-ai/Arcee-Spark · transformers

## Facts

- Type: LLM
- Task: text-generation
- Framework: transformers
- License: apache-2.0 — Permissive open license: commercial use, modification, and redistribution are permitted. (https://spdx.org/licenses/Apache-2.0.html)
- Source: https://huggingface.co/arcee-ai/Arcee-Spark
- Hosting: hosted (14 files)
- Files: 14 hosted of 15 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 14 listed files; full count and size unknown
- Full repo upstream: 15.2 GB
- Download: https://huggingbay.xyz/artifact/hf-model-arcee-ai-arcee-spark/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-arcee-ai-arcee-spark/download-plan)
- Per-file SHA-256: available for 13 of 14 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-arcee-ai-arcee-spark/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: 564
- Stars: 87
- Card completeness: 96%

## Description

External Hugging Face catalog record for arcee-ai/Arcee-Spark. Task: text generation. Library: transformers. Languages: en, de, ar. Includes 6 model-card evaluation signals. Popularity signal at import: 731 downloads and 87 likes.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: text-generation
- Library: transformers
- Task categories: text-generation
- Languages: en, de, ar
- Model-index entries: Arcee-Spark
- Evaluation signals: 6 model-card eval results
- File hints: 15 upstream file samples

## Evaluation Signals

- IFEval (0-Shot): strict accuracy = 56.21 (Text Generation)
- BBH (3-Shot): normalized accuracy = 37.14 (Text Generation)
- MATH Lvl 5 (4-Shot): exact match = 12.31 (Text Generation)
- GPQA (0-shot): acc_norm = 7.61 (Text Generation)
- MuSR (0-shot): acc_norm = 8.6 (Text Generation)
- MMLU-PRO (5-shot): accuracy = 31.36 (Text Generation)

## File Hints

- .gitattributes (1.5 KB)
- README.md (12 KB)
- added_tokens.json (80 B)
- config.json (694 B)
- generation_config.json (243 B)
- merges.txt (1.6 MB)
- model-00001-of-00004.safetensors (4.5 GB) LFS
- model-00002-of-00004.safetensors (4.6 GB) LFS
- model-00003-of-00004.safetensors (4.0 GB) LFS
- model-00004-of-00004.safetensors (1.0 GB) LFS
- model.safetensors.index.json (27 KB)
- special_tokens_map.json (367 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 2026-08-29T23:19:26.711Z.
- Open license detected as apache-2.0.
- Model-index metadata found for Arcee-Spark.
- 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-arcee-ai-arcee-spark
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-arcee-ai-arcee-spark/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-arcee-ai-arcee-spark/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-arcee-ai-arcee-spark/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-arcee-ai-arcee-spark
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-arcee-ai-arcee-spark/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-arcee-ai-arcee-spark&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-arcee-ai-arcee-spark/decentralized-fallbacks