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ArmurAI/
L3_8B_Solana_Smart_Contract_Analyser

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Name: L3_8B_Solana_Smart_Contract_Analyser
Organization: Armur
Project: Solana Smart Contract Audit
License: apache-2.0
Language: en

Usage

python

from transformers import AutoModelForCausalLM, AutoTokenizer

model_path = "PATH_TO_THIS_REPO"

tokenizer = AutoTokenizer.from_pretrained(model_path)
model = AutoModelForCausalLM.from_pretrained(
    model_path,
    device_map="auto",
    torch_dtype='auto'
).eval()

# Prompt content: "hi"
messages = [
    {"role": "user", "content": Rust_Smart_COntract}
]

input_ids = tokenizer.apply_chat_template(conversation=messages, tokenize=True, add_generation_prompt=True, return_tensors='pt')
output_ids = model.generate(input_ids.to('cuda'))
response = tokenizer.decode(output_ids[0][input_ids.shape[1]:], skip_special_tokens=True)

# Model response: "-- Vulnerabilities --"
print(response)

L3_8B_Solana_Smart_Contract_Analyser

L3_8B_Solana_Smart_Contract_Analyser is a cutting-edge AI model designed for comprehensive analysis and security auditing of smart contracts on the Solana blockchain. We utilized the ArmurAI/L3_8B base model, enhanced it with extensive knowledge of Solana-specific vulnerabilities and best practices, and fine-tuned it with a vast dataset of both secure and vulnerable smart contracts.

Key Features of L3_8B_Solana_Smart_Contract_Analyser:

Advanced Vulnerability Detection

Identifies critical security flaws in Solana smart contracts:

Reentrancy vulnerabilities specific to Solana's runtime environment
Unauthorized access to sensitive functions or resources
Integer overflow/underflow issues in financial calculations
Improper error handling that could lead to unexpected contract behavior
Resource exhaustion attacks unique to Solana's computational units

Rust-Specific Security Analysis

Leverages deep understanding of the Rust programming language to detect:

Incorrect usage of Rust's ownership and borrowing rules
Potential violations of memory safety principles in resource management
Unsafe type casting or conversions that could compromise contract integrity

Solana Module Interaction Auditing

Identifies risks in inter-module interactions:

Unauthorized calls to privileged functions in other modules
Potential front-running vulnerabilities in multi-step operations
Inconsistent state management across module boundaries

Tokenomics and Access Control Verification

Scrutinizes:

Flaws in token distribution mechanisms that could lead to unfair advantages
Weaknesses in role-based access control implementations
Potential centralization risks in governance structures

Smart Contract Upgrade Vulnerabilities

Detects:

Insecure upgrade patterns that could lead to loss of funds or contract takeover
Inconsistencies between different versions of upgraded contracts
Potential backdoors or hidden admin functions in upgradeable contracts

By incorporating these features, L3_8B_Solana_Smart_Contract_Analyser not only enhances the security of your Solana smart contracts but also improves their efficiency and quality. Whether you're a seasoned Solana developer or new to the ecosystem, our model provides invaluable support throughout your development lifecycle.

For more details and to access the tool, visit the ArmurAI GitHub repository.

ArmurAI/L3_8B_Solana_Smart_Contract_Analyser