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14 changes: 6 additions & 8 deletions tools/export-lora/README.md
Original file line number Diff line number Diff line change
Expand Up @@ -6,11 +6,10 @@ Apply LORA adapters to base model and export the resulting model.
usage: llama-export-lora [options]

options:
-m, --model model path from which to load base model (default '')
--lora FNAME path to LoRA adapter (can be repeated to use multiple adapters)
--lora-scaled FNAME S path to LoRA adapter with user defined scaling S (can be repeated to use multiple adapters)
-t, --threads N number of threads to use during computation (default: 4)
-o, --output FNAME output file (default: 'ggml-lora-merged-f16.gguf')
-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:
Expand All @@ -22,12 +21,11 @@ For example:
--lora lora-open-llama-3b-v2-english2tokipona-chat-LATEST.gguf
```

Multiple LORA adapters can be applied by passing multiple `--lora FNAME` or `--lora-scaled FNAME S` command line parameters:
Multiple LORA adapters can be applied by passing comma-separated values to `--lora FNAME` or `--lora-scaled FNAME:SCALE,...`:

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