# ItsOkayNow/Spark-X2.5-4B-Heretic-GGUF

Model from Hugging Face for llm: ItsOkayNow/Spark-X2.5-4B-Heretic-GGUF · unknown

## Facts

- Type: LLM
- Task: general
- Framework: unknown
- License: mit — Permissive open license: commercial use, modification, and redistribution are permitted. (https://spdx.org/licenses/MIT.html)
- Source: https://huggingface.co/ItsOkayNow/Spark-X2.5-4B-Heretic-GGUF
- Hosting: hosted (1 file)
- Files: 1 hosted of 12 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: 1 file, 2.6 GB
- Full repo upstream: 31.2 GB
- Recommended file: 2.6 GB (Q4_K_M) · Spark-X2.5-4B-Heretic-Q4_K_M.gguf
- Parameters: 4B
- Download: https://huggingbay.xyz/artifact/hf-model-itsokaynow-spark-x2-5-4b-heretic-gguf/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-itsokaynow-spark-x2-5-4b-heretic-gguf/download-plan)
- Per-file SHA-256: available for 1 of 1 hosted file via https://huggingbay.xyz/api/artifacts/hf-model-itsokaynow-spark-x2-5-4b-heretic-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: 3831
- Stars: 4
- Card completeness: 84%

## Description

External Hugging Face catalog record for ItsOkayNow/Spark-X2.5-4B-Heretic-GGUF. Library: unknown. Popularity signal at import: 3,831 downloads and 4 likes.

## Model Card Facts

- Declared license: mit
- Pipeline: general
- Library: unknown
- Task categories: general
- File hints: 12 upstream file samples

## File Hints

- .gitattributes (2.2 KB)
- README.md (364 B)
- Spark-X2.5-4B-Heretic-F16.gguf (7.7 GB) LFS
- Spark-X2.5-4B-Heretic-IQ2_XS.gguf (1.4 GB) LFS
- Spark-X2.5-4B-Heretic-IQ3_XXS.gguf (1.7 GB) LFS
- Spark-X2.5-4B-Heretic-IQ4_XS.gguf (2.2 GB) LFS
- Spark-X2.5-4B-Heretic-Q2_K.gguf (1.7 GB) LFS
- Spark-X2.5-4B-Heretic-Q3_K_M.gguf (2.0 GB) LFS
- Spark-X2.5-4B-Heretic-Q4_K_M.gguf (2.4 GB) LFS
- Spark-X2.5-4B-Heretic-Q5_K_M.gguf (2.8 GB) LFS
- Spark-X2.5-4B-Heretic-Q6_K.gguf (3.1 GB) LFS
- Spark-X2.5-4B-Heretic-Q8_0.gguf (4.1 GB) 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 2026-09-16T02:09:37.485Z.
- 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-itsokaynow-spark-x2-5-4b-heretic-gguf
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-itsokaynow-spark-x2-5-4b-heretic-gguf/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-itsokaynow-spark-x2-5-4b-heretic-gguf/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-itsokaynow-spark-x2-5-4b-heretic-gguf/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-itsokaynow-spark-x2-5-4b-heretic-gguf
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-itsokaynow-spark-x2-5-4b-heretic-gguf/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-itsokaynow-spark-x2-5-4b-heretic-gguf&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-itsokaynow-spark-x2-5-4b-heretic-gguf/decentralized-fallbacks