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char-fork/llama.cpp

git clone https://git.t4t.associates/char-fork/llama.cpp

Kangjia Gaodocs: fix export-lora --lora-scaled syntax [no release] (#24703)7b6c5a2ae2026-06-18

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export-lora

Apply LORA adapters to base model and export the resulting model.

usage: llama-export-lora [options]

options:
  -m,    --model FNAME                  model path from which to load base model
         --lora FNAME                   path to LoRA adapter (use comma-separated values to load multiple adapters)
         --lora-scaled FNAME:SCALE,...  path to LoRA adapter with user defined scaling (format: FNAME:SCALE,...)
  -o,    --output, --output-file FNAME  output file (default: 'ggml-lora-merged-f16.gguf')

For example:

./bin/llama-export-lora \
    -m open-llama-3b-v2.gguf \
    -o open-llama-3b-v2-english2tokipona-chat.gguf \
    --lora lora-open-llama-3b-v2-english2tokipona-chat-LATEST.gguf

Multiple LORA adapters can be applied by passing comma-separated values to --lora FNAME or --lora-scaled FNAME:SCALE,...:

./bin/llama-export-lora \
    -m your_base_model.gguf \
    -o your_merged_model.gguf \
    --lora-scaled lora_task_A.gguf:0.5,lora_task_B.gguf:0.5

1# export-lora
2
3Apply LORA adapters to base model and export the resulting model.
4
5```
6usage: llama-export-lora [options]
7
8options:
9  -m,    --model FNAME                  model path from which to load base model
10         --lora FNAME                   path to LoRA adapter (use comma-separated values to load multiple adapters)
11         --lora-scaled FNAME:SCALE,...  path to LoRA adapter with user defined scaling (format: FNAME:SCALE,...)
12  -o,    --output, --output-file FNAME  output file (default: 'ggml-lora-merged-f16.gguf')
13```
14
15For example:
16
17```bash
18./bin/llama-export-lora \
19    -m open-llama-3b-v2.gguf \
20    -o open-llama-3b-v2-english2tokipona-chat.gguf \
21    --lora lora-open-llama-3b-v2-english2tokipona-chat-LATEST.gguf
22```
23
24Multiple LORA adapters can be applied by passing comma-separated values to `--lora FNAME` or `--lora-scaled FNAME:SCALE,...`:
25
26```bash
27./bin/llama-export-lora \
28    -m your_base_model.gguf \
29    -o your_merged_model.gguf \
30    --lora-scaled lora_task_A.gguf:0.5,lora_task_B.gguf:0.5
31```