| """Module testing prompters""" |
|
|
| import unittest |
|
|
| from axolotl.prompt_strategies.alpaca_w_system import SystemDataPrompter |
| from axolotl.prompters import ( |
| AlpacaPrompter, |
| MultipleChoiceExplainPrompter, |
| PromptStyle, |
| UnpromptedPrompter, |
| ) |
|
|
|
|
| class AlpacaPrompterTest(unittest.TestCase): |
| """ |
| Test AlpacaPrompter |
| """ |
|
|
| def test_prompt_style_w_none(self): |
| prompter = AlpacaPrompter(prompt_style=None) |
| res = next(prompter.build_prompt("tell me a joke")) |
| |
| assert "### Instruction:" in res |
|
|
| def test_prompt_style_w_instruct(self): |
| prompter = AlpacaPrompter(prompt_style=PromptStyle.INSTRUCT.value) |
| res = next( |
| prompter.build_prompt("tell me a joke about the following", "alpacas") |
| ) |
| assert "Below is an instruction" in res |
| assert "### Instruction:" in res |
| assert "### Input:" in res |
| assert "alpacas" in res |
| assert "### Response:" in res |
| assert "USER:" not in res |
| assert "ASSISTANT:" not in res |
| res = next(prompter.build_prompt("tell me a joke about the following")) |
| assert "Below is an instruction" in res |
| assert "### Instruction:" in res |
| assert "### Input:" not in res |
| assert "### Response:" in res |
| assert "USER:" not in res |
| assert "ASSISTANT:" not in res |
|
|
| def test_prompt_style_w_chat(self): |
| prompter = AlpacaPrompter(prompt_style=PromptStyle.CHAT.value) |
| res = next( |
| prompter.build_prompt("tell me a joke about the following", "alpacas") |
| ) |
| assert "Below is an instruction" in res |
| assert "### Instruction:" not in res |
| assert "### Input:" not in res |
| assert "alpacas" in res |
| assert "### Response:" not in res |
| assert "USER:" in res |
| assert "ASSISTANT:" in res |
| res = next(prompter.build_prompt("tell me a joke about the following")) |
| assert "Below is an instruction" in res |
| assert "### Instruction:" not in res |
| assert "### Input:" not in res |
| assert "### Response:" not in res |
| assert "USER:" in res |
| assert "ASSISTANT:" in res |
|
|
| def test_system_prompt(self): |
| prompter = SystemDataPrompter(prompt_style=PromptStyle.CHAT.value) |
| res = next( |
| prompter.build_prompt_w_system( |
| "use cot", "tell me a joke about the following", "alpacas" |
| ) |
| ) |
| assert "use cot" in res |
| assert res.startswith("SYSTEM:") |
| assert "### Instruction:" not in res |
| assert "### Input:" not in res |
| assert "alpacas" in res |
| assert "### Response:" not in res |
| assert "USER:" in res |
| assert "ASSISTANT:" in res |
|
|
|
|
| class UnpromptedPrompterTest(unittest.TestCase): |
| """ |
| Test class for UnpromptedPrompter with no system prompts |
| """ |
|
|
| def test_prompt_style_w_none(self): |
| prompter = UnpromptedPrompter(prompt_style=None) |
| res = next(prompter.build_prompt("tell me a joke")) |
| assert "### Instruction:" in res |
| assert "tell me a joke" in res |
| assert res.startswith("###") |
|
|
| def test_prompt_style_w_instruct(self): |
| prompter = UnpromptedPrompter(prompt_style=PromptStyle.INSTRUCT.value) |
| res = next( |
| prompter.build_prompt("tell me a joke about the following", "alpacas") |
| ) |
| assert "### Instruction:" in res |
| assert "tell me a joke" in res |
| assert res.startswith("###") |
|
|
| def test_prompt_style_w_chat(self): |
| prompter = UnpromptedPrompter(prompt_style=PromptStyle.CHAT.value) |
| res = next( |
| prompter.build_prompt("tell me a joke about the following", "alpacas") |
| ) |
| assert "USER:" in res |
| assert "tell me a joke" in res |
| assert res.startswith("USER:") |
|
|
|
|
| class MultipleChoiceExplainPrompterTest(unittest.TestCase): |
| """ |
| Test class for MultipleChoiceExplainPrompter |
| """ |
|
|
| def test_prompt_style_w_chat(self): |
| prompter = MultipleChoiceExplainPrompter(prompt_style=PromptStyle.CHAT.value) |
| res = next(prompter.build_prompt("choose one", "- A\n- B\n- C", "C")) |
| assert "USER:" in res |
| assert "choose one" in res |
| assert "Choose the answer that best answers the question." in res |
| assert "- A\n- B\n- C" in res |
|
|
