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meta-llama / Llama-3.2-3B-Instruct

PQC Verified HuggingFace Ollama HNDL: HIGH

Compact 3B parameter Llama model optimized for on-device and edge deployment scenarios.

TransformerText Generation3BInstructEdge
2,107 3,685,809 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 2026-04-23.

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

README.md

Llama-3.2-3B-Instruct

Compact 3B parameter Llama model optimized for on-device and edge deployment scenarios.

Model Details

Framework PyTorch
Parameters 3B
License Llama 3.2 Community
Signature Algorithm ML-DSA-65
Source HuggingFace
HF Repo meta-llama/Llama-3.2-3B-Instruct
Ollama llama3.2:3b

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 meta-llama/Llama-3.2-3B-Instruct

# Verify file integrity
quantumshield verify meta-llama/Llama-3.2-3B-Instruct

About

Compact 3B parameter Llama model optimized for on-device and edge deployment scenarios.

License Llama 3.2 Community
Framework PyTorch
Parameters 3B
Created 2026-03-26
Downloads 3,685,809
Likes 2,107

Get this model

View on HuggingFace

Pull with Ollama

ollama pull llama3.2:3b

Pull with QuantumShield

quantumshield pull meta-llama/Llama-3.2-3B-Instruct

Verify signatures

quantumshield verify meta-llama/Llama-3.2-3B-Instruct

Links

huggingface.co/meta-llama/Llama-3.2-3B-Instruct Transparency Log API Endpoint

Signers

AM
did:web:meta.com:ml-...ama-team
RY
did:web:quantamrkt.c...:primary
TY
did:web:quantamrkt.c...uthority

Tags

TransformerText Generation3BInstructEdge