Safetensors
English
code
qwen2
solidity
smart-contracts
security
vulnerability-detection
zkaedi-prime
hamiltonian-dynamics
unsloth
sft
dpo
Instructions to use zkaedi/solidity-prime-v2-merged with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Local Apps Settings
- Unsloth Studio
How to use zkaedi/solidity-prime-v2-merged with Unsloth Studio:
Install Unsloth Studio (macOS, Linux, WSL)
curl -fsSL https://unsloth.ai/install.sh | sh # Run unsloth studio unsloth studio -H 0.0.0.0 -p 8888 # Then open http://localhost:8888 in your browser # Search for zkaedi/solidity-prime-v2-merged to start chatting
Install Unsloth Studio (Windows)
irm https://unsloth.ai/install.ps1 | iex # Run unsloth studio unsloth studio -H 0.0.0.0 -p 8888 # Then open http://localhost:8888 in your browser # Search for zkaedi/solidity-prime-v2-merged to start chatting
Using HuggingFace Spaces for Unsloth
# No setup required # Open https://huggingface.co/spaces/unsloth/studio in your browser # Search for zkaedi/solidity-prime-v2-merged to start chatting
Load model with FastModel
pip install unsloth from unsloth import FastModel model, tokenizer = FastModel.from_pretrained( model_name="zkaedi/solidity-prime-v2-merged", max_seq_length=2048, )
π± ZKAEDI PRIME β Solidity Vulnerability Auditor v2
Base: Qwen2.5-Coder-7B-Instruct
Training: SFT (3 epochs, NEFTune 5.0) + DPO (Ξ²=0.1) on zkaedi/solidity-vulnerability-energy-signatures
Classes: 18 Solidity vulnerability types
Macro F1: 0.6816 Exact Match: 0.3750
ZKAEDI PRIME recursively coupled Hamiltonian energy scoring for smart contract auditing.
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Model tree for zkaedi/solidity-prime-v2-merged
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Qwen/Qwen2.5-Coder-7B Finetuned
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