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"""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"))
# just testing that it uses instruct style
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
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