Q

Qwen / Qwen2.5-Coder-32B-Instruct

PQC Verified HuggingFace Ollama HNDL: HIGH

Specialized code generation model. 32B parameters trained on 5.5T tokens of code data across 90+ languages.

TransformerCode Generation32BInstruct
2,900 2,400,000 3

PQC-Verified with ML-DSA-87

This model has a real FIPS 204 ML-DSA-87 (Dilithium5) signature from the platform signing authority. Signature chain includes 3 verification(s). Last verified 2026-03-26.

ML-DSA-87 Signer: did:web:quantamrkt.com:chain:authority View public key

README.md

Qwen2.5-Coder-32B-Instruct

Specialized code generation model. 32B parameters trained on 5.5T tokens of code data across 90+ languages.

Model Details

Framework PyTorch
Parameters 32B
License Apache 2.0
Signature Algorithm ML-DSA-65
Source HuggingFace
HF Repo Qwen/Qwen2.5-Coder-32B-Instruct
Ollama qwen2.5-coder:32b

Intended Uses

This model is registered on the QuantaMrkt quantum-safe registry. All files have been cryptographically verified using post-quantum signatures.

Quick Start

# Install the CLI
pip install quantumshield

# Pull the model
quantumshield pull Qwen/Qwen2.5-Coder-32B-Instruct

# Verify file integrity
quantumshield verify Qwen/Qwen2.5-Coder-32B-Instruct

About

Specialized code generation model. 32B parameters trained on 5.5T tokens of code data across 90+ languages.

License Apache 2.0
Framework PyTorch
Parameters 32B
Created 2026-03-26
Downloads 2,400,000
Likes 2,900

Get this model

View on HuggingFace

Pull with Ollama

ollama pull qwen2.5-coder:32b

Pull with QuantumShield

quantumshield pull Qwen/Qwen2.5-Coder-32B-Instruct

Verify signatures

quantumshield verify Qwen/Qwen2.5-Coder-32B-Instruct

Links

huggingface.co/Qwen/Qwen2.5-Coder-32B-Instruct Transparency Log API Endpoint

Signers

NG
did:web:qwen.alibaba...-signing
RY
did:web:quantamrkt.c...:primary
TY
did:web:quantamrkt.c...uthority

Tags

TransformerCode Generation32BInstruct