# abenzerps/Spark-X2.5-4B-GGUF

Model from Hugging Face for text generation: abenzerps/Spark-X2.5-4B-GGUF · gguf

## Facts

- Type: LLM
- Task: text-generation
- Framework: gguf
- License: apache-2.0 — Permissive open license: commercial use, modification, and redistribution are permitted. (https://huggingface.co/abenzerps/Spark-X2.5-4B-GGUF/blob/main/LICENSE)
- Source: https://huggingface.co/abenzerps/Spark-X2.5-4B-GGUF
- Hosting: hosted (9 files)
- Files: 9 hosted of 19 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 9 listed files; full count and size unknown
- Full repo upstream: 15.7 GB
- Recommended file: 2.6 GB (Q4_K_M) · Spark-X2.5-4B-Q4_K_M.gguf
- Parameters: 4B
- Download: https://huggingbay.xyz/artifact/hf-model-abenzerps-spark-x2-5-4b-gguf/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-abenzerps-spark-x2-5-4b-gguf/download-plan)
- Per-file SHA-256: available for 9 of 9 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-abenzerps-spark-x2-5-4b-gguf/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: 108529
- Stars: 22
- Card completeness: 89%

## Description

External Hugging Face catalog record for abenzerps/Spark-X2.5-4B-GGUF. Task: text generation. Library: gguf. Popularity signal at import: 108,529 downloads and 22 likes.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: text-generation
- Library: gguf
- Task categories: text-generation
- File hints: 11 upstream file samples

## File Hints

- .gitattributes (1.8 KB)
- LICENSE (11 KB)
- README.md (1.7 KB)
- SHA256SUMS.txt (454 B)
- Spark-X2.5-4B-Q4_0.gguf (2.2 GB) LFS
- Spark-X2.5-4B-Q4_K_M.gguf (2.4 GB) LFS
- Spark-X2.5-4B-Q5_K_M.gguf (2.8 GB) LFS
- Spark-X2.5-4B-Q6_K.gguf (3.1 GB) LFS
- Spark-X2.5-4B-Q8_0.gguf (4.1 GB) LFS
- assets/benchmark.png (63 KB)
- chat_template.jinja (4.5 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 2026-09-20T17:02:28.775Z.
- Upstream license: apache-2.0. 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-abenzerps-spark-x2-5-4b-gguf
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-abenzerps-spark-x2-5-4b-gguf/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-abenzerps-spark-x2-5-4b-gguf/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-abenzerps-spark-x2-5-4b-gguf/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-abenzerps-spark-x2-5-4b-gguf
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-abenzerps-spark-x2-5-4b-gguf/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-abenzerps-spark-x2-5-4b-gguf&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-abenzerps-spark-x2-5-4b-gguf/decentralized-fallbacks