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CodeLlama-7b-wsolidity-v.1.0
Soumyajit66/CodeLlama-7b-wsolidity-v.1.0
CodeLlama-7b-wsolidity-v.1.0 is a machine learning model from Soumyajit66. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as mit.
- Developed by: Soumyajit Mondal , Shobhit Gangawat, Md. Tauseef Alam - Shared by : IIT Patna - License: MIT - Finetuned from model: codellama/CodeLlama-7b-Instruct-hf -
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Updated Sep 21, 2024
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At a glance
- License
- mit
- Access
- Public
- Created
- Sep 21, 2024
- Updated
- Sep 21, 2024
- SHA
- 385b22b2
Model card
From the Hugging Face model README
Soumyajit66/CodeLlama-7b-wsolidity-v.1.0
Model Details
This model is a fine-tuned version of codellama/CodeLlama-7b-Instruct-hf specifically adapted for detecting vulnerabilities in smart contracts. It has been trained on a dataset consisting of 1000+ smart contracts, with a focus on identifying whether a given contract contains any security vulnerabilities.
- Developed by: Soumyajit Mondal , Shobhit Gangawat, Md. Tauseef Alam
- Shared by : IIT Patna
- License: MIT
- Finetuned from model: codellama/CodeLlama-7b-Instruct-hf
Uses
To verify a smart contract has Vulnerability or not, if has which type of Vulnerability and its Severity
Training Details
TrainOutput(global_step=500, training_loss=0.06100290696322918, metrics={'train_runtime': 19918.8663, 'train_samples_per_second': 0.402, 'train_steps_per_second': 0.025, 'total_flos': 1.267350735023616e+18, 'train_loss': 0.06100290696322918, 'epoch': 19.14})
Model Card Authors : Soumyajit Mondal, Shobhit Gangawat, Md. Tauseef Alam
Contact: [email protected]/ [email protected]
- License
- mit
- Created
- Sep 21, 2024
- Updated
- Sep 21, 2024