# Qwen/Qwen2.5-32B-Instruct

This model is a 32.5B instruction tuned causal language model with full 131,072 token context and 8,192 token generation. It is described with improved instruction following, long text generation, structured data understanding, structured JSON output, and multilingual support over 29 languages.

## Cite this

- Page: https://huggingbay.xyz/artifact/hf-model-qwen-qwen2-5-32b-instruct
- Citation: Qwen/Qwen2.5-32B-Instruct. The Hugging Bay model record. https://huggingbay.xyz/artifact/hf-model-qwen-qwen2-5-32b-instruct (retrieved 2026-11-14).
- Check a downloaded file: run `shasum -a 256 <file>` (macOS), `sha256sum <file>` (Linux) or `Get-FileHash -Algorithm SHA256 <file>` (Windows), then compare with that file's SHA-256 at https://huggingbay.xyz/api/artifacts/hf-model-qwen-qwen2-5-32b-instruct/files?limit=100. How checks work: https://huggingbay.xyz/verification

## Facts

- Type: LLM
- Task: text-generation
- Framework: transformers
- License: apache-2.0: Permissive open license: commercial use, modification, and redistribution are permitted. (https://huggingface.co/Qwen/Qwen2.5-32B-Instruct/blob/main/LICENSE)
- Source: https://huggingface.co/Qwen/Qwen2.5-32B-Instruct
- Hosting: hosted (22 files)
- Files: 22 hosted of 23 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: 22 hosted of 23 listed
- Full repo upstream: 65.5 GB
- Recommended file: 65.5 GB (17 files)
- Parameters: 32B
- Download: https://huggingbay.xyz/api/artifacts/hf-model-qwen-qwen2-5-32b-instruct/download-plan (download plan: https://huggingbay.xyz/api/artifacts/hf-model-qwen-qwen2-5-32b-instruct/download-plan)
- Per-file SHA-256: available for 22 of 22 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-qwen-qwen2-5-32b-instruct/files?limit=100
- Availability: Ready
- Downloadable: yes
- 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: 2940714
- Stars: 353
- Card completeness: 88%

## Description

This model is a 32.5B instruction tuned causal language model with full 131,072 token context and 8,192 token generation. It is described with improved instruction following, long text generation, structured data understanding, structured JSON output, and multilingual support over 29 languages.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: text-generation
- Library: transformers
- Task categories: text-generation

## Quality Checklist

- Summary: passed
- Description: passed
- Model card metadata: thin
- License: passed
- Provenance: passed
- File inventory: passed
- Hosted bytes: passed
- Scan result: passed
- Manifest signature: passed

## Safety Notes

- Mirrored 6 selected Hugging Face files by configured-admin; hashes computed from downloaded bytes and manifest signed.
- External catalog metadata imported from Hugging Face public API on 2026-07-02T03:32:05.009Z.
- Open license detected as apache-2.0.
- 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-qwen-qwen2-5-32b-instruct
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-qwen-qwen2-5-32b-instruct/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-qwen-qwen2-5-32b-instruct/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-qwen-qwen2-5-32b-instruct/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-qwen-qwen2-5-32b-instruct
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-qwen-qwen2-5-32b-instruct/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-qwen-qwen2-5-32b-instruct&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-qwen-qwen2-5-32b-instruct/decentralized-fallbacks