# lanfers/gaussdb-sql-expert-7b

Model from Hugging Face for text generation: lanfers/gaussdb-sql-expert-7b · 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/lanfers/gaussdb-sql-expert-7b
- Hosting: hosted (12 files)
- Files: 12 hosted of 13 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 12 listed files; full count and size unknown
- Full repo upstream: 15.2 GB
- Parameters: 7B
- Download: https://huggingbay.xyz/artifact/hf-model-lanfers-gaussdb-sql-expert-7b/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-lanfers-gaussdb-sql-expert-7b/download-plan)
- Per-file SHA-256: available for 11 of 12 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-lanfers-gaussdb-sql-expert-7b/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: 98
- Stars: 0
- Card completeness: 96%

## Description

External Hugging Face catalog record for lanfers/gaussdb-sql-expert-7b. Task: text generation. Library: transformers. Languages: zh, en. Datasets referenced by card metadata: custom. Base model: Qwen/Qwen2.5-Coder-7B-Instruct. Includes 6 model-card evaluation signals. Popularity signal at import: 20 downloads and 0 likes.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: text-generation
- Library: transformers
- Base model: Qwen/Qwen2.5-Coder-7B-Instruct
- Task categories: text-generation
- Languages: zh, en
- Referenced datasets: custom
- Model-index entries: GaussDB-SQL-Expert-7B
- Evaluation signals: 6 model-card eval results
- File hints: 13 upstream file samples

## Evaluation Signals

- GaussDB-SQL-Expert-7B: Text2SQL Accuracy = 100 (Database SQL Expert)
- GaussDB-SQL-Expert-7B: SQL Migration Accuracy = 100 (Database SQL Expert)
- GaussDB-SQL-Expert-7B: Error Diagnosis Accuracy = 100 (Database SQL Expert)
- GaussDB-SQL-Expert-7B: SQL Tuning Accuracy = 90 (Database SQL Expert)
- GaussDB-SQL-Expert-7B: Boundary Safety Accuracy = 80 (Database SQL Expert)
- GaussDB-SQL-Expert-7B: Overall Accuracy = 94 (Database SQL Expert)

## Referenced Data

- Dataset: custom

## File Hints

- .gitattributes (1.5 KB)
- README.md (8.2 KB)
- README_zh.md (7.2 KB)
- chat_template.jinja (2.4 KB)
- config.json (1.3 KB)
- generation_config.json (241 B)
- model-00001-of-00004.safetensors (4.6 GB) LFS
- model-00002-of-00004.safetensors (4.6 GB) LFS
- model-00003-of-00004.safetensors (4.6 GB) LFS
- model-00004-of-00004.safetensors (315 MB) LFS
- model.safetensors.index.json (27 KB)
- tokenizer.json (11 MB) 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 2026-09-04T19:51:59.957Z.
- Open license detected as apache-2.0.
- Model-index metadata found for GaussDB-SQL-Expert-7B.
- Model card references dataset context: custom.
- 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-lanfers-gaussdb-sql-expert-7b
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-lanfers-gaussdb-sql-expert-7b/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-lanfers-gaussdb-sql-expert-7b/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-lanfers-gaussdb-sql-expert-7b/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-lanfers-gaussdb-sql-expert-7b
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-lanfers-gaussdb-sql-expert-7b/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-lanfers-gaussdb-sql-expert-7b&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-lanfers-gaussdb-sql-expert-7b/decentralized-fallbacks