[New Model] Gemma 4 (#21952)

Signed-off-by: Xinyuan Tong <xinyuantong.cs@gmail.com>
Co-authored-by: Pengyu Chen <pychen96@gmail.com>
Co-authored-by: kpham-sgl <khoa.pham@radixark.ai>
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Co-authored-by: Andy Luo <andy.luo@amd.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: adarshxs <adarsh.shirawalmath@gmail.com>
This commit is contained in:
Xinyuan Tong
2026-04-06 20:24:44 -07:00
committed by GitHub
co-authored by Pengyu Chen kpham-sgl Claude Opus 4.6 Andy Luo gemini-code-assist[bot] adarshxs
parent be0277f9a0
commit 2813cb6d9a
35 changed files with 6007 additions and 70 deletions
@@ -5,6 +5,7 @@ import unittest
from sglang.srt.parser.reasoning_parser import (
BaseReasoningFormatDetector,
DeepSeekR1Detector,
Gemma4Detector,
Glm45Detector,
KimiDetector,
KimiK2Detector,
@@ -586,6 +587,141 @@ class TestNemotron3Detector(CustomTestCase):
self.assertEqual(result.reasoning_text, "")
class TestGemma4Detector(CustomTestCase):
def setUp(self):
self.detector = Gemma4Detector()
def test_init(self):
"""Test Gemma4Detector initialization."""
self.assertEqual(self.detector.think_start_token, "<|channel>")
self.assertEqual(self.detector.think_end_token, "<channel|>")
self.assertEqual(self.detector.think_start_self_label, "thought\n")
self.assertFalse(self.detector._in_reasoning)
self.assertTrue(self.detector.stream_reasoning)
def test_detect_and_parse_complete_reasoning(self):
"""Test parsing complete Gemma4 reasoning block (think_start_self_label is stripped)."""
text = "<|channel>thought\nLet me think about this<channel|>The answer is 42."
result = self.detector.detect_and_parse(text)
self.assertEqual(result.reasoning_text, "Let me think about this")
self.assertEqual(result.normal_text, "The answer is 42.")
def test_detect_and_parse_without_thinking(self):
"""Test parsing without thinking (enable_thinking=False case)."""
text = "Direct answer without thinking."
result = self.detector.detect_and_parse(text)
self.assertEqual(result.normal_text, text)
self.assertEqual(result.reasoning_text, "")
def test_detect_and_parse_reasoning_only(self):
"""Test parsing when output is all reasoning (no end token yet)."""
text = "<|channel>thought\nStill thinking..."
result = self.detector.detect_and_parse(text)
self.assertEqual(result.reasoning_text, "Still thinking...")
self.assertEqual(result.normal_text, "")
def test_streaming_complete_flow(self):
"""Test streaming parse of Gemma4 reasoning flow."""
chunks = [
"<|channel>",
"thought\nreasoning content",
"<channel|>",
"final answer",
]
all_reasoning = ""
all_normal = ""
for chunk in chunks:
result = self.detector.parse_streaming_increment(chunk)
all_reasoning += result.reasoning_text
all_normal += result.normal_text
self.assertIn("reasoning content", all_reasoning)
self.assertIn("final answer", all_normal)
def test_streaming_full_start_sequence(self):
"""Test streaming with the full start sequence (token + self_label)."""
# Gemma4 start sequence is "<|channel>thought\n", not just "<|channel>"
result = self.detector.parse_streaming_increment("<|channel>thought\n")
self.assertEqual(result.normal_text, "")
self.assertEqual(result.reasoning_text, "")
self.assertTrue(self.detector._in_reasoning)
result = self.detector.parse_streaming_increment("reasoning content")
self.assertEqual(result.reasoning_text, "reasoning content")
self.assertEqual(result.normal_text, "")
def test_streaming_partial_start_buffered(self):
"""Test that partial start sequence is buffered."""
# "<|channel>" alone is a prefix of "<|channel>thought\n", so it's buffered
result = self.detector.parse_streaming_increment("<|channel>")
self.assertEqual(result.normal_text, "")
self.assertEqual(result.reasoning_text, "")
def test_streaming_end_token_mid_chunk(self):
"""Test end token arriving in the same chunk as reasoning content."""
self.detector.parse_streaming_increment("<|channel>thought\n")
result = self.detector.parse_streaming_increment(
"some reasoning<channel|>the answer"
)
self.assertEqual(result.reasoning_text, "some reasoning")
self.assertEqual(result.normal_text, "the answer")
self.assertFalse(self.detector._in_reasoning)
def test_streaming_split_end_token(self):
"""Test end token split across two chunks."""
self.detector.parse_streaming_increment("<|channel>thought\n")
self.detector.parse_streaming_increment("reasoning content")
result1 = self.detector.parse_streaming_increment("<chan")
self.assertEqual(result1.normal_text, "")
result2 = self.detector.parse_streaming_increment("nel|>final answer")
self.assertFalse(self.detector._in_reasoning)
self.assertIn("final answer", result2.normal_text)
def test_streaming_self_label_split_across_chunks(self):
"""Test self_label ('thought\\n') arriving separately from start token."""
result1 = self.detector.parse_streaming_increment("<|channel>")
self.assertEqual(result1.reasoning_text, "")
self.assertEqual(result1.normal_text, "")
result2 = self.detector.parse_streaming_increment("thought\n")
self.assertTrue(self.detector._in_reasoning)
result3 = self.detector.parse_streaming_increment("reasoning here")
self.assertEqual(result3.reasoning_text, "reasoning here")
def test_streaming_force_reasoning(self):
"""Test streaming with force_reasoning=True (no start token needed)."""
detector = Gemma4Detector(force_reasoning=True)
result1 = detector.parse_streaming_increment("reasoning content")
self.assertEqual(result1.reasoning_text, "reasoning content")
self.assertEqual(result1.normal_text, "")
result2 = detector.parse_streaming_increment("<channel|>the answer")
self.assertFalse(detector._in_reasoning)
self.assertIn("the answer", result2.normal_text)
def test_streaming_multiple_reasoning_chunks(self):
"""Test reasoning content arriving in many small chunks."""
self.detector.parse_streaming_increment("<|channel>thought\n")
all_reasoning = ""
for chunk in ["Think", "ing ", "step ", "by ", "step."]:
result = self.detector.parse_streaming_increment(chunk)
all_reasoning += result.reasoning_text
self.assertEqual(result.normal_text, "")
self.assertEqual(all_reasoning, "Thinking step by step.")
def test_force_reasoning(self):
"""Test Gemma4Detector with force_reasoning=True."""
detector = Gemma4Detector(force_reasoning=True)
text = "This should be reasoning<channel|>The answer."
result = detector.detect_and_parse(text)
self.assertEqual(result.reasoning_text, "This should be reasoning")
self.assertEqual(result.normal_text, "The answer.")
class TestReasoningParser(CustomTestCase):
def test_init_valid_model(self):
"""Test initialization with valid model types."""
@@ -604,6 +740,9 @@ class TestReasoningParser(CustomTestCase):
parser = ReasoningParser("glm45")
self.assertIsInstance(parser.detector, Glm45Detector)
parser = ReasoningParser("gemma4")
self.assertIsInstance(parser.detector, Gemma4Detector)
def test_init_invalid_model(self):
"""Test initialization with invalid model type."""
with self.assertRaises(ValueError) as context:
@@ -782,6 +921,35 @@ class TestIntegrationScenarios(CustomTestCase):
self.assertIn("multiple factors", all_reasoning)
self.assertIn("42", all_normal)
def test_gemma4_complete_response(self):
"""Test complete Gemma4 response parsing (think_start_self_label stripped)."""
parser = ReasoningParser("gemma4")
text = "<|channel>thought\nI need to solve x + 2 = 5. Subtracting 2: x = 3.<channel|>The answer is x = 3."
reasoning, normal = parser.parse_non_stream(text)
self.assertIn("x = 3", reasoning)
self.assertNotIn("thought\n", reasoning)
self.assertEqual(normal, "The answer is x = 3.")
def test_gemma4_streaming_scenario(self):
"""Test Gemma4 streaming scenario."""
parser = ReasoningParser("gemma4")
chunks = [
"<|channel>",
"thought\nLet me analyze.",
" Multiple factors.",
"<channel|>",
"The solution is 42.",
]
all_reasoning = ""
all_normal = ""
for chunk in chunks:
reasoning, normal = parser.parse_stream_chunk(chunk)
all_reasoning += reasoning
all_normal += normal
self.assertIn("analyze", all_reasoning)
self.assertIn("Multiple factors", all_reasoning)
self.assertIn("42", all_normal)
def test_empty_reasoning_blocks(self):
"""Test handling of empty reasoning blocks."""
parser = ReasoningParser("qwen3")