# cyberandy/SEOcrate-4B_grpo_new_01

Model from Hugging Face for text generation: cyberandy/SEOcrate-4B_grpo_new_01 · 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/cyberandy/SEOcrate-4B_grpo_new_01
- Hosting: hosted (14 files)
- Files: 14 hosted of 17 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: 14 files, 8.64 GB
- Full repo upstream: 8.64 GB
- Recommended file: 8.6 GB (2 files)
- Download: https://huggingbay.xyz/artifact/hf-model-cyberandy-seocrate-4b-grpo-new-01/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-cyberandy-seocrate-4b-grpo-new-01/download-plan)
- Per-file SHA-256: available for 14 of 14 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-cyberandy-seocrate-4b-grpo-new-01/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: 28
- Stars: 7
- Card completeness: 96%

## Description

External Hugging Face catalog record for cyberandy/SEOcrate-4B_grpo_new_01. Task: text generation. Library: transformers. Languages: en. Datasets referenced by card metadata: cyberandy/seo-grpo-reasoning-dataset-1000. Base model: unsloth/gemma-3-4b-it-bnb-4bit. Popularity signal at import: 16 downloads and 7 likes.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: text-generation
- Library: transformers
- Base model: unsloth/gemma-3-4b-it-bnb-4bit
- Task categories: text-generation
- Languages: en
- Referenced datasets: cyberandy/seo-grpo-reasoning-dataset-1000
- File hints: 16 upstream file samples

## Referenced Data

- Dataset: cyberandy/seo-grpo-reasoning-dataset-1000

## File Hints

- .gitattributes (1.6 KB)
- README.md (22 KB)
- SEOcrate-llm-logo-wordlift.png (377 KB) LFS
- added_tokens.json (35 B)
- chat_template.json (1.6 KB)
- config.json (928 B)
- generation_config.json (168 B)
- model-00001-of-00002.safetensors (4.6 GB) LFS
- model-00002-of-00002.safetensors (3.4 GB) LFS
- model.safetensors.index.json (88 KB)
- preprocessor_config.json (570 B)
- processor_config.json (70 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 2026-09-03T03:14:14.421Z.
- Open license detected as apache-2.0.
- Model card references dataset context: cyberandy/seo-grpo-reasoning-dataset-1000.
- 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-cyberandy-seocrate-4b-grpo-new-01
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-cyberandy-seocrate-4b-grpo-new-01/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-cyberandy-seocrate-4b-grpo-new-01/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-cyberandy-seocrate-4b-grpo-new-01/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-cyberandy-seocrate-4b-grpo-new-01
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-cyberandy-seocrate-4b-grpo-new-01/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-cyberandy-seocrate-4b-grpo-new-01&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-cyberandy-seocrate-4b-grpo-new-01/decentralized-fallbacks