Add Glaive conversation format support (#1365)
* Add Glaive conversation format support * fix black formatting errors * Fix black and pylint formatting errors * only set role_key_tool if provided in the dataset constructor * Update src/axolotl/prompt_strategies/sharegpt.py Co-authored-by: Wing Lian <wing.lian@gmail.com> * sharegpt test * tokenizer test * fix formatting --------- Co-authored-by: Wing Lian <wing.lian@gmail.com>
This commit is contained in:
@@ -1,4 +1,5 @@
|
||||
"""Module for testing prompt tokenizers."""
|
||||
|
||||
import json
|
||||
import logging
|
||||
import unittest
|
||||
@@ -18,6 +19,7 @@ from axolotl.prompt_strategies.llama2_chat import (
|
||||
Llama2ChatPrompter,
|
||||
LLama2ChatTokenizingStrategy,
|
||||
)
|
||||
from axolotl.prompt_strategies.sharegpt import GlaiveShareGPTPromptTokenizingStrategy
|
||||
from axolotl.prompt_tokenizers import (
|
||||
AlpacaPromptTokenizingStrategy,
|
||||
ShareGPTPromptTokenizingStrategy,
|
||||
@@ -266,6 +268,23 @@ class TestPromptTokenizationStrategies(unittest.TestCase):
|
||||
idx = res["input_ids"].index(20255) # assistant token
|
||||
assert res["labels"][idx] == -100
|
||||
|
||||
def test_glaive_tool_label_ignore(self):
|
||||
conversation = {
|
||||
"system": "SYSTEM: This is a system prompt",
|
||||
"chat": "USER: Can you book a flight for me from New York to London? ASSISTANT: I'm sorry, but I don't have the capability to book flights. <|endoftext|>",
|
||||
}
|
||||
prompter = ShareGPTPrompterV2()
|
||||
strat = GlaiveShareGPTPromptTokenizingStrategy(
|
||||
prompter,
|
||||
self.tokenizer,
|
||||
False,
|
||||
2048,
|
||||
)
|
||||
with self._caplog.at_level(logging.WARNING):
|
||||
res = strat.tokenize_prompt(conversation)
|
||||
idx = res["input_ids"].index(13566) # assistant token
|
||||
assert res["labels"][idx] == -100
|
||||
|
||||
def test_no_sys_prompt(self):
|
||||
"""
|
||||
tests the interface between the user and assistant parts
|
||||
|
||||
Reference in New Issue
Block a user