Doge-is-Dope/bentobatch-case-generator

Transaction Generator

Directory Structure

- data/
- fine-tuning/
- models/
- tests/
- scripts/
- utils/
- web3_utils/
fine-tuning.ipynb
train_fine_tuning_model.ipynb

• data/: Contains the data used in the project. e.g. the ERC-20 tokens and network data supported by the project.
• fine-tuning/: Contains the dataset for fine-tuning the GPT model. e.g. transfer.jsonl, approve.jsonl, etc.
• models/: Contains Python models. e.g. erc20_token.py, network.py, etc.
• scripts/: Contains the scripts. e.g. setup the project, etc.
• tests/: Contains the test cases for the utils.
• utils/: Contains the utility functions used in the project. e.g. , get_supported_network_by_id, etc.
• web3_utils/: Contains the web3 utility functions. e.g. get_erc20_token_info, etc.

Setup

Execute the following commands to setup the project:

$ ./scripts/setup.sh

To update the ERC-20 tokens from CoinMarketCap, execute the following command:

$ ./scripts/update_erc20_tokens.sh

To update the protocol embeddings, execute the following command:

$ ./scripts/update_protocols.sh

For fine-tuning-related, execute the following command:

# Train the fine-tuning model
$ ./scripts/train_fine_tuning_model.sh

# Check the fine-tuning status
$ ./scripts/check_fine_tuning_status.sh