diff --git a/poetry.lock b/poetry.lock
index 0faa259..b3665ef 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -33,6 +33,17 @@ tests = ["attrs[tests-no-zope]", "zope-interface"]
 tests-mypy = ["mypy (>=1.6)", "pytest-mypy-plugins"]
 tests-no-zope = ["attrs[tests-mypy]", "cloudpickle", "hypothesis", "pympler", "pytest (>=4.3.0)", "pytest-xdist[psutil]"]
 
+[[package]]
+name = "certifi"
+version = "2024.7.4"
+description = "Python package for providing Mozilla's CA Bundle."
+optional = false
+python-versions = ">=3.6"
+files = [
+    {file = "certifi-2024.7.4-py3-none-any.whl", hash = "sha256:c198e21b1289c2ab85ee4e67bb4b4ef3ead0892059901a8d5b622f24a1101e90"},
+    {file = "certifi-2024.7.4.tar.gz", hash = "sha256:5a1e7645bc0ec61a09e26c36f6106dd4cf40c6db3a1fb6352b0244e7fb057c7b"},
+]
+
 [[package]]
 name = "chardet"
 version = "5.2.0"
@@ -44,6 +55,105 @@ files = [
     {file = "chardet-5.2.0.tar.gz", hash = "sha256:1b3b6ff479a8c414bc3fa2c0852995695c4a026dcd6d0633b2dd092ca39c1cf7"},
 ]
 
+[[package]]
+name = "charset-normalizer"
+version = "3.3.2"
+description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
+optional = false
+python-versions = ">=3.7.0"
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 test = ["pytest (>=6)"]
 
+[[package]]
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+use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"]
+
 [[package]]
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 version = "0.18.1"
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 [[package]]
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+    {file = "sentencepiece-0.2.0-cp39-cp39-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:22e37bac44dd6603388cb598c64ff7a76e41ca774646f21c23aadfbf5a2228ab"},
+    {file = "sentencepiece-0.2.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0461324897735512a32d222e3d886e24ad6a499761952b6bda2a9ee6e4313ea5"},
+    {file = "sentencepiece-0.2.0-cp39-cp39-win32.whl", hash = "sha256:38aed822fb76435fa1f12185f10465a94ab9e51d5e8a9159e9a540ce926f0ffd"},
+    {file = "sentencepiece-0.2.0-cp39-cp39-win_amd64.whl", hash = "sha256:d8cf876516548b5a1d6ac4745d8b554f5c07891d55da557925e5c13ff0b4e6ad"},
+    {file = "sentencepiece-0.2.0.tar.gz", hash = "sha256:a52c19171daaf2e697dc6cbe67684e0fa341b1248966f6aebb541de654d15843"},
+]
+
+[[package]]
+name = "tiktoken"
+version = "0.7.0"
+description = "tiktoken is a fast BPE tokeniser for use with OpenAI's models"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "tiktoken-0.7.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:485f3cc6aba7c6b6ce388ba634fbba656d9ee27f766216f45146beb4ac18b25f"},
+    {file = "tiktoken-0.7.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:e54be9a2cd2f6d6ffa3517b064983fb695c9a9d8aa7d574d1ef3c3f931a99225"},
+    {file = "tiktoken-0.7.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:79383a6e2c654c6040e5f8506f3750db9ddd71b550c724e673203b4f6b4b4590"},
+    {file = "tiktoken-0.7.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:5d4511c52caacf3c4981d1ae2df85908bd31853f33d30b345c8b6830763f769c"},
+    {file = "tiktoken-0.7.0-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:13c94efacdd3de9aff824a788353aa5749c0faee1fbe3816df365ea450b82311"},
+    {file = "tiktoken-0.7.0-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:8e58c7eb29d2ab35a7a8929cbeea60216a4ccdf42efa8974d8e176d50c9a3df5"},
+    {file = "tiktoken-0.7.0-cp310-cp310-win_amd64.whl", hash = "sha256:21a20c3bd1dd3e55b91c1331bf25f4af522c525e771691adbc9a69336fa7f702"},
+    {file = "tiktoken-0.7.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:10c7674f81e6e350fcbed7c09a65bca9356eaab27fb2dac65a1e440f2bcfe30f"},
+    {file = "tiktoken-0.7.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:084cec29713bc9d4189a937f8a35dbdfa785bd1235a34c1124fe2323821ee93f"},
+    {file = "tiktoken-0.7.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:811229fde1652fedcca7c6dfe76724d0908775b353556d8a71ed74d866f73f7b"},
+    {file = "tiktoken-0.7.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:86b6e7dc2e7ad1b3757e8a24597415bafcfb454cebf9a33a01f2e6ba2e663992"},
+    {file = "tiktoken-0.7.0-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:1063c5748be36344c7e18c7913c53e2cca116764c2080177e57d62c7ad4576d1"},
+    {file = "tiktoken-0.7.0-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:20295d21419bfcca092644f7e2f2138ff947a6eb8cfc732c09cc7d76988d4a89"},
+    {file = "tiktoken-0.7.0-cp311-cp311-win_amd64.whl", hash = "sha256:959d993749b083acc57a317cbc643fb85c014d055b2119b739487288f4e5d1cb"},
+    {file = "tiktoken-0.7.0-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:71c55d066388c55a9c00f61d2c456a6086673ab7dec22dd739c23f77195b1908"},
+    {file = "tiktoken-0.7.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:09ed925bccaa8043e34c519fbb2f99110bd07c6fd67714793c21ac298e449410"},
+    {file = "tiktoken-0.7.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:03c6c40ff1db0f48a7b4d2dafeae73a5607aacb472fa11f125e7baf9dce73704"},
+    {file = "tiktoken-0.7.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:d20b5c6af30e621b4aca094ee61777a44118f52d886dbe4f02b70dfe05c15350"},
+    {file = "tiktoken-0.7.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:d427614c3e074004efa2f2411e16c826f9df427d3c70a54725cae860f09e4bf4"},
+    {file = "tiktoken-0.7.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:8c46d7af7b8c6987fac9b9f61041b452afe92eb087d29c9ce54951280f899a97"},
+    {file = "tiktoken-0.7.0-cp312-cp312-win_amd64.whl", hash = "sha256:0bc603c30b9e371e7c4c7935aba02af5994a909fc3c0fe66e7004070858d3f8f"},
+    {file = "tiktoken-0.7.0-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:2398fecd38c921bcd68418675a6d155fad5f5e14c2e92fcf5fe566fa5485a858"},
+    {file = "tiktoken-0.7.0-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:8f5f6afb52fb8a7ea1c811e435e4188f2bef81b5e0f7a8635cc79b0eef0193d6"},
+    {file = "tiktoken-0.7.0-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:861f9ee616766d736be4147abac500732b505bf7013cfaf019b85892637f235e"},
+    {file = "tiktoken-0.7.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:54031f95c6939f6b78122c0aa03a93273a96365103793a22e1793ee86da31685"},
+    {file = "tiktoken-0.7.0-cp38-cp38-musllinux_1_2_aarch64.whl", hash = "sha256:fffdcb319b614cf14f04d02a52e26b1d1ae14a570f90e9b55461a72672f7b13d"},
+    {file = "tiktoken-0.7.0-cp38-cp38-musllinux_1_2_x86_64.whl", hash = "sha256:c72baaeaefa03ff9ba9688624143c858d1f6b755bb85d456d59e529e17234769"},
+    {file = "tiktoken-0.7.0-cp38-cp38-win_amd64.whl", hash = "sha256:131b8aeb043a8f112aad9f46011dced25d62629091e51d9dc1adbf4a1cc6aa98"},
+    {file = "tiktoken-0.7.0-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:cabc6dc77460df44ec5b879e68692c63551ae4fae7460dd4ff17181df75f1db7"},
+    {file = "tiktoken-0.7.0-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:8d57f29171255f74c0aeacd0651e29aa47dff6f070cb9f35ebc14c82278f3b25"},
+    {file = "tiktoken-0.7.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:2ee92776fdbb3efa02a83f968c19d4997a55c8e9ce7be821ceee04a1d1ee149c"},
+    {file = "tiktoken-0.7.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:e215292e99cb41fbc96988ef62ea63bb0ce1e15f2c147a61acc319f8b4cbe5bf"},
+    {file = "tiktoken-0.7.0-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:8a81bac94769cab437dd3ab0b8a4bc4e0f9cf6835bcaa88de71f39af1791727a"},
+    {file = "tiktoken-0.7.0-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:d6d73ea93e91d5ca771256dfc9d1d29f5a554b83821a1dc0891987636e0ae226"},
+    {file = "tiktoken-0.7.0-cp39-cp39-win_amd64.whl", hash = "sha256:2bcb28ddf79ffa424f171dfeef9a4daff61a94c631ca6813f43967cb263b83b9"},
+    {file = "tiktoken-0.7.0.tar.gz", hash = "sha256:1077266e949c24e0291f6c350433c6f0971365ece2b173a23bc3b9f9defef6b6"},
 ]
 
+[package.dependencies]
+regex = ">=2022.1.18"
+requests = ">=2.26.0"
+
+[package.extras]
+blobfile = ["blobfile (>=2)"]
+
 [[package]]
 name = "tomli"
 version = "2.0.1"
@@ -853,6 +1143,23 @@ files = [
     {file = "typing_extensions-4.12.0.tar.gz", hash = "sha256:8cbcdc8606ebcb0d95453ad7dc5065e6237b6aa230a31e81d0f440c30fed5fd8"},
 ]
 
+[[package]]
+name = "urllib3"
+version = "2.2.2"
+description = "HTTP library with thread-safe connection pooling, file post, and more."
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "urllib3-2.2.2-py3-none-any.whl", hash = "sha256:a448b2f64d686155468037e1ace9f2d2199776e17f0a46610480d311f73e3472"},
+    {file = "urllib3-2.2.2.tar.gz", hash = "sha256:dd505485549a7a552833da5e6063639d0d177c04f23bc3864e41e5dc5f612168"},
+]
+
+[package.extras]
+brotli = ["brotli (>=1.0.9)", "brotlicffi (>=0.8.0)"]
+h2 = ["h2 (>=4,<5)"]
+socks = ["pysocks (>=1.5.6,!=1.5.7,<2.0)"]
+zstd = ["zstandard (>=0.18.0)"]
+
 [[package]]
 name = "zipp"
 version = "3.19.0"
@@ -871,4 +1178,4 @@ testing = ["big-O", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.8.10"
-content-hash = "88c65e076bcef6f25c8ecc0b81b797aa15b483250030d9accc952c2ed9685ed0"
+content-hash = "7ee874ac9815b9d4ad36cb9ef6407b0f22b4ff91926b0f604dab6811939cb522"
diff --git a/tests/test_tokenize_v3.py b/tests/test_tokenize_v3.py
index 0ad9e1b..bed2615 100644
--- a/tests/test_tokenize_v3.py
+++ b/tests/test_tokenize_v3.py
@@ -12,13 +12,19 @@
     SentencePieceTokenizer,
     is_sentencepiece,
 )
+from mistral_common.tokens.tokenizers.tekken import SpecialTokenPolicy
 
 
-@pytest.fixture()
 def tokenizer() -> InstructTokenizer:
     return MistralTokenizer.v3().instruct_tokenizer
 
 
+def tekken_tokenizer() -> InstructTokenizer:
+    tekken = MistralTokenizer.v3(is_tekken=True).instruct_tokenizer
+    tekken.tokenizer._special_token_policy = SpecialTokenPolicy.IGNORE
+    return tekken
+
+
 def test_is_spm() -> None:
     # this is valid
     for suffix in list(TokenizerVersion.__members__):
@@ -47,7 +53,22 @@ def test_spm_version() -> None:
             assert SentencePieceTokenizer(str(file)).version == TokenizerVersion(suffix)
 
 
-def test_tools_singleturn(tokenizer: InstructTokenizer) -> None:
+@pytest.mark.parametrize(
+    "tokenizer, expected_text, begin_tool_index, end_tool_index, expected_tokens_before_tool, expected_tokens_after_tool",
+    [
+        (tokenizer(),
+         '<s>[AVAILABLE_TOOLS]▁[{"type":▁"function",▁"function":▁{"name":▁"tool1",▁"description":▁"1",▁"parameters":▁{}}}][/AVAILABLE_TOOLS][INST]▁a[/INST]',
+         6, 7,
+         [1, 3, 1032, 4],
+         []),
+        (tekken_tokenizer(),
+         '<s>[AVAILABLE_TOOLS][{"type": "function", "function": {"name": "tool1", "description": "1", "parameters": {}}}][/AVAILABLE_TOOLS][INST]a[/INST]',
+         5, 6,
+         [1, 3, 1097, 4],
+         [])
+    ])
+def test_tools_singleturn(tokenizer: InstructTokenizer, expected_text: str, begin_tool_index: int, end_tool_index: int,
+                          expected_tokens_before_tool: list, expected_tokens_after_tool: list) -> None:
     tokenized = tokenizer.encode_instruct(
         InstructRequest(
             messages=[UserMessage(content="a")],
@@ -55,15 +76,35 @@ def test_tools_singleturn(tokenizer: InstructTokenizer) -> None:
         )
     )
     tokens, text = tokenized.tokens, tokenized.text
-    assert text == (
-        '<s>[AVAILABLE_TOOLS]▁[{"type":▁"function",▁"function":▁{"name":▁"tool1",▁"description":▁"1",▁"parameters":▁{}}}][/AVAILABLE_TOOLS][INST]▁a[/INST]'
-    )  # NOTE THE SPACE
-    begin_tool, end_tool = tokens.index(6), tokens.index(7)
-    assert tokens[:begin_tool] + tokens[end_tool + 1 :] == [1, 3, 1032, 4]
-    json.loads(tokenizer.tokenizer.decode(tokens[begin_tool : end_tool + 1]))
+    assert text == expected_text
+
+    begin_tool, end_tool = tokens.index(begin_tool_index), tokens.index(end_tool_index)
+    assert tokens[:begin_tool] + tokens[end_tool + 1:] == expected_tokens_before_tool + expected_tokens_after_tool
+    json.loads(tokenizer.tokenizer.decode(tokens[begin_tool: end_tool + 1]))
 
 
-def test_tools_multiturn(tokenizer: InstructTokenizer) -> None:
+@pytest.mark.parametrize(
+    "tokenizer, expected_text, begin_tool_index, end_tool_index, expected_tokens_before_tool, expected_tokens_after_tool",
+    [
+        (tokenizer(),
+         "<s>[INST]▁a[/INST]▁b</s>[AVAILABLE_TOOLS]▁["
+         '{"type":▁"function",▁"function":▁{"name":▁"tool1",▁"description":▁"1",▁"parameters":▁{}}},'
+         '▁{"type":▁"function",▁"function":▁{"name":▁"tool2",▁"description":▁"2",▁"parameters":▁{}}}]'
+         "[/AVAILABLE_TOOLS][INST]▁c[/INST]▁d</s>",
+         6, 7,
+         [1, 3, 1032, 4, 1055],
+         [2, 3, 1045, 4, 1049, 2]),
+        (tekken_tokenizer(),
+         "<s>[INST]a[/INST]b</s>[AVAILABLE_TOOLS]["
+         '{"type": "function", "function": {"name": "tool1", "description": "1", "parameters": {}}},'
+         ' {"type": "function", "function": {"name": "tool2", "description": "2", "parameters": {}}}]'
+         "[/AVAILABLE_TOOLS][INST]c[/INST]d</s>",
+         5, 6,
+         [1, 3, 1097, 4, 1098],
+         [2, 3, 1099, 4, 1100, 2])
+    ])
+def test_tools_multiturn(tokenizer: InstructTokenizer, expected_text: str, begin_tool_index: int, end_tool_index: int,
+                         expected_tokens_before_tool: list, expected_tokens_after_tool: list) -> None:
     tokenized = tokenizer.encode_instruct(
         InstructRequest(
             messages=[
@@ -79,30 +120,30 @@ def test_tools_multiturn(tokenizer: InstructTokenizer) -> None:
         )
     )
     tokens, text = tokenized.tokens, tokenized.text
-    assert text == (
-        "<s>[INST]▁a[/INST]▁b</s>[AVAILABLE_TOOLS]▁["
-        '{"type":▁"function",▁"function":▁{"name":▁"tool1",▁"description":▁"1",▁"parameters":▁{}}},'
-        '▁{"type":▁"function",▁"function":▁{"name":▁"tool2",▁"description":▁"2",▁"parameters":▁{}}}]'
-        "[/AVAILABLE_TOOLS][INST]▁c[/INST]▁d</s>"
-    )
-    begin_tool, end_tool = tokens.index(6), tokens.index(7)
-    assert tokens[:begin_tool] + tokens[end_tool + 1 :] == [
-        1,
-        3,
-        1032,
-        4,
-        1055,
-        2,
-        3,
-        1045,
-        4,
-        1049,
-        2,
-    ]
-    json.loads(tokenizer.tokenizer.decode(tokens[begin_tool : end_tool + 1]))
-
-
-def test_system_tools_multiturn(tokenizer: InstructTokenizer) -> None:
+    assert text == expected_text
+
+    begin_tool, end_tool = tokens.index(begin_tool_index), tokens.index(end_tool_index)
+    assert tokens[:begin_tool] + tokens[end_tool + 1:] == expected_tokens_before_tool + expected_tokens_after_tool
+    json.loads(tokenizer.tokenizer.decode(tokens[begin_tool: end_tool + 1]))
+
+
+@pytest.mark.parametrize(
+    "tokenizer, expected_text, begin_tool_index, end_tool_index, decoded_before_tool, decoded_after_tool", [
+        (tokenizer(),
+         "<s>[INST]▁a[/INST]▁b</s>[AVAILABLE_TOOLS]▁["
+         '{"type":▁"function",▁"function":▁{"name":▁"tool1",▁"description":▁"1",▁"parameters":▁{}}}]'
+         "[/AVAILABLE_TOOLS][INST]▁SYSTEM<0x0A><0x0A>c[/INST]▁d</s>",
+         6, 7, "a b", "SYSTEM\n\nc d"),
+        (tekken_tokenizer(),
+         '<s>[INST]a[/INST]b</s>[AVAILABLE_TOOLS][{"type": "function", "function": '
+         '{"name": "tool1", "description": "1", "parameters": '
+         '{}}}][/AVAILABLE_TOOLS][INST]SYSTEM\n'
+         '\n'
+         'c[/INST]d</s>',
+         5, 6, "ab", "SYSTEM\n\ncd")
+    ])
+def test_system_tools_multiturn(tokenizer: InstructTokenizer, expected_text: str, begin_tool_index: int,
+                                end_tool_index: int, decoded_before_tool: str, decoded_after_tool: str) -> None:
     tokenized = tokenizer.encode_instruct(
         InstructRequest(
             messages=[
@@ -116,19 +157,23 @@ def test_system_tools_multiturn(tokenizer: InstructTokenizer) -> None:
         )
     )
     tokens, text = tokenized.tokens, tokenized.text
-    assert text == (
-        "<s>[INST]▁a[/INST]▁b</s>[AVAILABLE_TOOLS]▁["
-        '{"type":▁"function",▁"function":▁{"name":▁"tool1",▁"description":▁"1",▁"parameters":▁{}}}]'
-        "[/AVAILABLE_TOOLS][INST]▁SYSTEM<0x0A><0x0A>c[/INST]▁d</s>"
-    )
+    assert text == expected_text
 
-    begin_tool, end_tool = tokens.index(6), tokens.index(7)
-    assert tokens[end_tool + 1 :].index(3) == 0  # begin_inst follows end_tool
-    assert tokenizer.tokenizer.decode(tokens[:begin_tool]) == "a b"
-    assert tokenizer.tokenizer.decode(tokens[end_tool + 1 :]) == "SYSTEM\n\nc d"
+    begin_tool, end_tool = tokens.index(begin_tool_index), tokens.index(end_tool_index)
+    assert tokens[end_tool + 1:].index(3) == 0  # begin_inst follows end_tool
+    assert tokenizer.tokenizer.decode(tokens[:begin_tool]) == decoded_before_tool
+    assert tokenizer.tokenizer.decode(tokens[end_tool + 1:]) == decoded_after_tool
 
 
-def test_tool_message(tokenizer: InstructTokenizer) -> None:
+@pytest.mark.parametrize("tokenizer, expected_text_1, expected_text_2", [
+    (tokenizer(),
+     '<s>[INST]▁a[/INST][TOOL_CALLS]▁[{"name":▁"b",▁"arguments":▁{},▁"id":▁"123456789"}]</s>[TOOL_RESULTS]▁{"content":▁"d",▁"call_id":▁"123456789"}[/TOOL_RESULTS]',
+     '<s>[INST]▁a[/INST][TOOL_CALLS]▁[{"name":▁"b",▁"arguments":▁{},▁"id":▁"123456789"}]</s>[TOOL_RESULTS]▁{"content":▁{"a":▁1},▁"call_id":▁"123456789"}[/TOOL_RESULTS]'),
+    (tekken_tokenizer(),
+     '<s>[INST]a[/INST][TOOL_CALLS][{"name": "b", "arguments": {}, "id": "123456789"}]</s>[TOOL_RESULTS]{"content": "d", "call_id": "123456789"}[/TOOL_RESULTS]',
+     '<s>[INST]a[/INST][TOOL_CALLS][{"name": "b", "arguments": {}, "id": "123456789"}]</s>[TOOL_RESULTS]{"content": {"a": 1}, "call_id": "123456789"}[/TOOL_RESULTS]')
+])
+def test_tool_message(tokenizer: InstructTokenizer, expected_text_1: str, expected_text_2: str) -> None:
     tokenized = tokenizer.encode_instruct(
         InstructRequest(
             messages=[
@@ -145,9 +190,7 @@ def test_tool_message(tokenizer: InstructTokenizer) -> None:
         )
     )
     _, text = tokenized.tokens, tokenized.text
-    assert text == (
-        '<s>[INST]▁a[/INST][TOOL_CALLS]▁[{"name":▁"b",▁"arguments":▁{},▁"id":▁"123456789"}]</s>[TOOL_RESULTS]▁{"content":▁"d",▁"call_id":▁"123456789"}[/TOOL_RESULTS]'
-    )
+    assert text == expected_text_1
 
     tokenized = tokenizer.encode_instruct(
         InstructRequest(
@@ -165,12 +208,16 @@ def test_tool_message(tokenizer: InstructTokenizer) -> None:
         )
     )
     _, text = tokenized.tokens, tokenized.text
-    assert text == (
-        '<s>[INST]▁a[/INST][TOOL_CALLS]▁[{"name":▁"b",▁"arguments":▁{},▁"id":▁"123456789"}]</s>[TOOL_RESULTS]▁{"content":▁{"a":▁1},▁"call_id":▁"123456789"}[/TOOL_RESULTS]'
-    )
+    assert text == expected_text_2
 
 
-def test_tool_message_no_id_fine_tuning_OK(tokenizer: InstructTokenizer) -> None:
+@pytest.mark.parametrize("tokenizer, expected_text", [
+    (tokenizer(),
+     '<s>[INST]▁a[/INST][TOOL_CALLS]▁[{"name":▁"b",▁"arguments":▁{}}]</s>'),
+    (tekken_tokenizer(),
+     '<s>[INST]a[/INST][TOOL_CALLS][{"name": "b", "arguments": {}}]</s>')
+])
+def test_tool_message_no_id_fine_tuning_ok(tokenizer: InstructTokenizer, expected_text: str) -> None:
     # In fine-tuning we allow passing a tool call as the last message.
     # We need to make sure to not parse this empty id as "null"
     function = FunctionCall(name="b", arguments="{}")
@@ -187,10 +234,22 @@ def test_tool_message_no_id_fine_tuning_OK(tokenizer: InstructTokenizer) -> None
         )
         _, text = tokenized.tokens, tokenized.text
         # make sure to "null" is in the output
-        assert text == ('<s>[INST]▁a[/INST][TOOL_CALLS]▁[{"name":▁"b",▁"arguments":▁{}}]</s>')
+        assert text == expected_text
 
 
-def test_tool_message_multiple_shots_with_history(tokenizer: InstructTokenizer) -> None:
+@pytest.mark.parametrize("tokenizer, expected_text", [
+    (tokenizer(),
+     "<s>[INST]▁a[/INST]"
+     '[TOOL_CALLS]▁[{"name":▁"b",▁"arguments":▁{},▁"id":▁"0"}]</s>[TOOL_RESULTS]▁{"content":▁"d",▁"call_id":▁"0"}[/TOOL_RESULTS]'
+     "▁e</s>[INST]▁f[/INST]"
+     '[TOOL_CALLS]▁[{"name":▁"b",▁"arguments":▁{},▁"id":▁"1"}]</s>[TOOL_RESULTS]▁{"content":▁"d",▁"call_id":▁"1"}[/TOOL_RESULTS]'),
+    (tekken_tokenizer(),
+     "<s>[INST]a[/INST]"
+     '[TOOL_CALLS][{"name": "b", "arguments": {}, "id": "0"}]</s>[TOOL_RESULTS]{"content": "d", "call_id": "0"}[/TOOL_RESULTS]'
+     "e</s>[INST]f[/INST]"
+     '[TOOL_CALLS][{"name": "b", "arguments": {}, "id": "1"}]</s>[TOOL_RESULTS]{"content": "d", "call_id": "1"}[/TOOL_RESULTS]')
+])
+def test_tool_message_multiple_shots_with_history(tokenizer: InstructTokenizer, expected_text: str) -> None:
     tokenized = tokenizer.encode_instruct(
         InstructRequest(
             messages=[
@@ -205,15 +264,30 @@ def test_tool_message_multiple_shots_with_history(tokenizer: InstructTokenizer)
         )
     )
     _, text = tokenized.tokens, tokenized.text
-    assert text == (
-        "<s>[INST]▁a[/INST]"
-        '[TOOL_CALLS]▁[{"name":▁"b",▁"arguments":▁{},▁"id":▁"0"}]</s>[TOOL_RESULTS]▁{"content":▁"d",▁"call_id":▁"0"}[/TOOL_RESULTS]'
-        "▁e</s>[INST]▁f[/INST]"
-        '[TOOL_CALLS]▁[{"name":▁"b",▁"arguments":▁{},▁"id":▁"1"}]</s>[TOOL_RESULTS]▁{"content":▁"d",▁"call_id":▁"1"}[/TOOL_RESULTS]'
-    )
+    assert text == expected_text
 
 
-def test_tool_message_multiple_calls(tokenizer: InstructTokenizer) -> None:
+@pytest.mark.parametrize("tokenizer, expected_text", [
+    (tokenizer(),
+     "<s>[INST]▁a[/INST]"
+     '[TOOL_CALLS]▁[{"name":▁"b",▁"arguments":▁{},▁"id":▁"0"},▁{"name":▁"q",▁"arguments":▁{},▁"id":▁"1"}]</s>'
+     '[TOOL_RESULTS]▁{"content":▁"d",▁"call_id":▁"0"}[/TOOL_RESULTS]'
+     '[TOOL_RESULTS]▁{"content":▁"d",▁"call_id":▁"1"}[/TOOL_RESULTS]'
+     "▁e</s>[INST]▁f[/INST]"
+     '[TOOL_CALLS]▁[{"name":▁"b",▁"arguments":▁{},▁"id":▁"2"},▁{"name":▁"q",▁"arguments":▁{},▁"id":▁"3"}]</s>'
+     '[TOOL_RESULTS]▁{"content":▁"d",▁"call_id":▁"2"}[/TOOL_RESULTS]'
+     '[TOOL_RESULTS]▁{"content":▁"d",▁"call_id":▁"3"}[/TOOL_RESULTS]'),
+    (tekken_tokenizer(),
+     "<s>[INST]a[/INST]"
+     '[TOOL_CALLS][{"name": "b", "arguments": {}, "id": "0"}, {"name": "q", "arguments": {}, "id": "1"}]</s>'
+     '[TOOL_RESULTS]{"content": "d", "call_id": "0"}[/TOOL_RESULTS]'
+     '[TOOL_RESULTS]{"content": "d", "call_id": "1"}[/TOOL_RESULTS]'
+     "e</s>[INST]f[/INST]"
+     '[TOOL_CALLS][{"name": "b", "arguments": {}, "id": "2"}, {"name": "q", "arguments": {}, "id": "3"}]</s>'
+     '[TOOL_RESULTS]{"content": "d", "call_id": "2"}[/TOOL_RESULTS]'
+     '[TOOL_RESULTS]{"content": "d", "call_id": "3"}[/TOOL_RESULTS]')
+])
+def test_tool_message_multiple_calls(tokenizer: InstructTokenizer, expected_text: str) -> None:
     tokenized = tokenizer.encode_instruct(
         InstructRequest(
             messages=[
@@ -240,13 +314,4 @@ def test_tool_message_multiple_calls(tokenizer: InstructTokenizer) -> None:
         )
     )
     _, text = tokenized.tokens, tokenized.text
-    assert text == (
-        "<s>[INST]▁a[/INST]"
-        '[TOOL_CALLS]▁[{"name":▁"b",▁"arguments":▁{},▁"id":▁"0"},▁{"name":▁"q",▁"arguments":▁{},▁"id":▁"1"}]</s>'
-        '[TOOL_RESULTS]▁{"content":▁"d",▁"call_id":▁"0"}[/TOOL_RESULTS]'
-        '[TOOL_RESULTS]▁{"content":▁"d",▁"call_id":▁"1"}[/TOOL_RESULTS]'
-        "▁e</s>[INST]▁f[/INST]"
-        '[TOOL_CALLS]▁[{"name":▁"b",▁"arguments":▁{},▁"id":▁"2"},▁{"name":▁"q",▁"arguments":▁{},▁"id":▁"3"}]</s>'
-        '[TOOL_RESULTS]▁{"content":▁"d",▁"call_id":▁"2"}[/TOOL_RESULTS]'
-        '[TOOL_RESULTS]▁{"content":▁"d",▁"call_id":▁"3"}[/TOOL_RESULTS]'
-    )
+    assert text == expected_text