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fix(LLM): mistral ignoring assistant messages (#1954) 

* fix: mistral ignoring assistant messages

* fix: typing

* fix: fix tests
This commit is contained in:
Pablo Orgaz 2024-05-30 15:41:16 +02:00 committed by GitHub
parent 3b3e96ad6c
commit c7212ac7cc
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GPG Key ID: B5690EEEBB952194
2 changed files with 27 additions and 19 deletions
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26
private_gpt/components/llm/prompt_helper.py
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@ -173,18 +173,22 @@ class TagPromptStyle(AbstractPromptStyle):
class MistralPromptStyle(AbstractPromptStyle):
def _messages_to_prompt(self, messages: Sequence[ChatMessage]) -> str:
prompt = "<s>"
inst_buffer = []
text = ""
for message in messages:
role = message.role
content = message.content or ""
if role.lower() == "system":
message_from_user = f"[INST] {content.strip()} [/INST]"
prompt += message_from_user
elif role.lower() == "user":
prompt += "</s>"
message_from_user = f"[INST] {content.strip()} [/INST]"
prompt += message_from_user
return prompt
if message.role == MessageRole.SYSTEM or message.role == MessageRole.USER:
inst_buffer.append(str(message.content).strip())
elif message.role == MessageRole.ASSISTANT:
text += "<s>[INST] " + "\n".join(inst_buffer) + " [/INST]"
text += " " + str(message.content).strip() + "</s>"
inst_buffer.clear()
else:
raise ValueError(f"Unknown message role {message.role}")
if len(inst_buffer) > 0:
text += "<s>[INST] " + "\n".join(inst_buffer) + " [/INST]"
return text
def _completion_to_prompt(self, completion: str) -> str:
return self._messages_to_prompt(

20
tests/test_prompt_helper.py
View File

@ -69,17 +69,21 @@ def test_tag_prompt_style_format_with_system_prompt():
def test_mistral_prompt_style_format():
prompt_style = MistralPromptStyle()
messages = [
ChatMessage(content="You are an AI assistant.", role=MessageRole.SYSTEM),
ChatMessage(content="Hello, how are you doing?", role=MessageRole.USER),
ChatMessage(content="A", role=MessageRole.SYSTEM),
ChatMessage(content="B", role=MessageRole.USER),
]
expected_prompt = (
"<s>[INST] You are an AI assistant. [/INST]</s>"
"[INST] Hello, how are you doing? [/INST]"
)
expected_prompt = "<s>[INST] A\nB [/INST]"
assert prompt_style.messages_to_prompt(messages) == expected_prompt
messages2 = [
ChatMessage(content="A", role=MessageRole.SYSTEM),
ChatMessage(content="B", role=MessageRole.USER),
ChatMessage(content="C", role=MessageRole.ASSISTANT),
ChatMessage(content="D", role=MessageRole.USER),
]
expected_prompt2 = "<s>[INST] A\nB [/INST] C</s><s>[INST] D [/INST]"
assert prompt_style.messages_to_prompt(messages2) == expected_prompt2
def test_chatml_prompt_style_format():
prompt_style = ChatMLPromptStyle()