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-rwxr-xr-xllama.cpp/gguf-py/examples/writer.py39
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1#!/usr/bin/env python3
2import sys
3from pathlib import Path
4
5import numpy as np
6
7# Necessary to load the local gguf package
8sys.path.insert(0, str(Path(__file__).parent.parent))
9
10from gguf import GGUFWriter # noqa: E402
11
12
13# Example usage:
14def writer_example() -> None:
15 # Example usage with a file
16 gguf_writer = GGUFWriter("example.gguf", "llama")
17
18 gguf_writer.add_block_count(12)
19 gguf_writer.add_uint32("answer", 42) # Write a 32-bit integer
20 gguf_writer.add_float32("answer_in_float", 42.0) # Write a 32-bit float
21 gguf_writer.add_custom_alignment(64)
22
23 tensor1 = np.ones((32,), dtype=np.float32) * 100.0
24 tensor2 = np.ones((64,), dtype=np.float32) * 101.0
25 tensor3 = np.ones((96,), dtype=np.float32) * 102.0
26
27 gguf_writer.add_tensor("tensor1", tensor1)
28 gguf_writer.add_tensor("tensor2", tensor2)
29 gguf_writer.add_tensor("tensor3", tensor3)
30
31 gguf_writer.write_header_to_file()
32 gguf_writer.write_kv_data_to_file()
33 gguf_writer.write_tensors_to_file()
34
35 gguf_writer.close()
36
37
38if __name__ == '__main__':
39 writer_example()