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Fix errors in cli parameter description in README #31

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Fix errors in cli parameter description in README #31

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18 changes: 13 additions & 5 deletions README.md
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Expand Up @@ -116,13 +116,21 @@ The CLI will prompt you to input instructions interactively:

You can configure the demo by specifying the following parameters:

- `--aggregator`: The primary model used for final response generation.
- `--reference_models`: List of models used as references.
- `--model`: The primary model used for final response generation.
- `--reference-models`: Models used as references.
- `--temperature`: Controls the randomness of the response generation.
- `--max_tokens`: Maximum number of tokens in the response.
- `--max-tokens`: Maximum number of tokens in the response.
- `--rounds`: Number of rounds to process the input for refinement. (num rounds == num of MoA layers - 1)
- `--num_proc`: Number of processes to run in parallel for faster execution.
- `--multi_turn`: Boolean to toggle multi-turn interaction capability.
- `--num-proc`: Number of processes to run in parallel for faster execution.
- `--multi-turn`: Boolean to toggle multi-turn interaction capability.

Specify `--reference-models` multiple times to use multiple models as references. For example:

```bash
# Specify multiple reference models
python bot.py --reference-models "mistralai/Mixtral-8x22B-Instruct-v0.1" --reference-models "Qwen/Qwen2-72B-Instruct"
```


## Evaluation

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