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TinyLlama / TinyLlama-1.1B-Chat-v1.0

PQC Verified HuggingFace Ollama HNDL: MEDIUM

Compact 1.1B chat model trained on 3T tokens. Punches above its weight class for edge deployment.

TransformerText Generation1.1BChatEdge
1,567 3,015,900 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 2026-04-20.

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

README.md

TinyLlama-1.1B-Chat-v1.0

Compact 1.1B chat model trained on 3T tokens. Punches above its weight class for edge deployment.

Model Details

Framework PyTorch
Parameters 1.1B
License Apache 2.0
Signature Algorithm ML-DSA-65
Source HuggingFace
HF Repo TinyLlama/TinyLlama-1.1B-Chat-v1.0
Ollama tinyllama:1.1b

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 TinyLlama/TinyLlama-1.1B-Chat-v1.0

# Verify file integrity
quantumshield verify TinyLlama/TinyLlama-1.1B-Chat-v1.0

About

Compact 1.1B chat model trained on 3T tokens. Punches above its weight class for edge deployment.

License Apache 2.0
Framework PyTorch
Parameters 1.1B
Created 2026-03-26
Downloads 3,015,900
Likes 1,567

Get this model

View on HuggingFace

Pull with Ollama

ollama pull tinyllama:1.1b

Pull with QuantumShield

quantumshield pull TinyLlama/TinyLlama-1.1B-Chat-v1.0

Verify signatures

quantumshield verify TinyLlama/TinyLlama-1.1B-Chat-v1.0

Links

huggingface.co/TinyLlama/TinyLlama-1.1B-Chat-v1.0 Transparency Log API Endpoint

Signers

NG
did:web:tinyllama.gi...:signing
RY
did:web:quantamrkt.c...:primary
TY
did:web:quantamrkt.c...uthority

Tags

TransformerText Generation1.1BChatEdge