tool-call: allow --chat-template chatml w/ --jinja, default to chatml upon parsing issue, avoid double bos (#11616)
* tool-call: allow `--jinja --chat-template chatml` * fix double bos issue (drop bos/eos tokens from jinja template) * add missing try catch around jinja parsing to default to chatml * Simplify default chatml logic
This commit is contained in:
Olivier Chafik
GitHub
parent
b3451785ac
commit
cde3833239
3 changed files with 124 additions and 39 deletions
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@ -1869,11 +1869,19 @@ std::string common_chat_format_example(const common_chat_template & tmpl, bool u
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return common_chat_apply_template(tmpl, msgs, true, use_jinja);
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}
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#define CHATML_TEMPLATE_SRC \
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"{%- for message in messages -%}\n" \
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" {{- '<|im_start|>' + message.role + '\n' + message.content + '<|im_end|>\n' -}}\n" \
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"{%- endfor -%}\n" \
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"{%- if add_generation_prompt -%}\n" \
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" {{- '<|im_start|>assistant\n' -}}\n" \
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"{%- endif -%}"
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common_chat_templates common_chat_templates_from_model(const struct llama_model * model, const std::string & chat_template_override)
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{
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auto vocab = llama_model_get_vocab(model);
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std::string default_template_src = chat_template_override;
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std::string template_tool_use_src = chat_template_override;
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std::string default_template_src;
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std::string template_tool_use_src;
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bool has_explicit_template = !chat_template_override.empty();
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if (chat_template_override.empty()) {
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auto str = llama_model_chat_template(model, /* name */ nullptr);
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@ -1886,21 +1894,21 @@ common_chat_templates common_chat_templates_from_model(const struct llama_model
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template_tool_use_src = str;
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has_explicit_template = true;
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}
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} else {
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default_template_src = chat_template_override;
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}
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if (default_template_src.empty() || default_template_src == "chatml") {
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if (!template_tool_use_src.empty()) {
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default_template_src = template_tool_use_src;
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} else {
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default_template_src = R"(
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{%- for message in messages -%}
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{{- "<|im_start|>" + message.role + "\n" + message.content + "<|im_end|>\n" -}}
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{%- endfor -%}
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{%- if add_generation_prompt -%}
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{{- "<|im_start|>assistant\n" -}}
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{%- endif -%}
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)";
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default_template_src = CHATML_TEMPLATE_SRC;
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}
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}
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std::string token_bos;
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std::string token_eos;
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// TODO: update logic that adds BOS and EOS tokens to the tokenized prompt, in favour of the template.
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#if 0
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auto vocab = llama_model_get_vocab(model);
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const auto get_token = [&](llama_token token, const char * name, const char * jinja_variable_name) {
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if (token == LLAMA_TOKEN_NULL) {
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if (default_template_src.find(jinja_variable_name) != std::string::npos
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@ -1912,15 +1920,25 @@ common_chat_templates common_chat_templates_from_model(const struct llama_model
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return common_token_to_piece(vocab, token, true);
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}
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};
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auto token_bos = get_token(llama_vocab_bos(vocab), "BOS", "bos_token");
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auto token_eos = get_token(llama_vocab_eos(vocab), "EOS", "eos_token");
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return {
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has_explicit_template,
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std::make_unique<minja::chat_template>(default_template_src, token_bos, token_eos),
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template_tool_use_src.empty()
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? nullptr
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: std::make_unique<minja::chat_template>(template_tool_use_src, token_bos, token_eos)
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};
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token_bos = get_token(llama_vocab_bos(vocab), "BOS", "bos_token");
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token_eos = get_token(llama_vocab_eos(vocab), "EOS", "eos_token");
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#endif
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try {
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return {
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has_explicit_template,
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std::make_unique<minja::chat_template>(default_template_src, token_bos, token_eos),
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template_tool_use_src.empty()
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? nullptr
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: std::make_unique<minja::chat_template>(template_tool_use_src, token_bos, token_eos),
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};
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} catch (const std::exception & e) {
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LOG_ERR("%s: failed to parse chat template: %s\n", __func__, e.what());
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return {
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has_explicit_template,
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std::make_unique<minja::chat_template>(CHATML_TEMPLATE_SRC, token_bos, token_eos),
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nullptr,
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};
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}
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}
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//
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@ -13,9 +13,12 @@ def create_server():
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@pytest.mark.parametrize(
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"model,system_prompt,user_prompt,max_tokens,re_content,n_prompt,n_predicted,finish_reason,jinja,chat_template",
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[
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(None, "Book", "Hey", 8, "But she couldn't", 69, 8, "length", False, None),
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(None, "Book", "Hey", 8, "But she couldn't", 69, 8, "length", True, None),
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(None, "Book", "What is the best book", 8, "(Suddenly)+|\\{ \" Sarax.", 77, 8, "length", False, None),
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(None, "Book", "What is the best book", 8, "(Suddenly)+|\\{ \" Sarax.", 77, 8, "length", True, None),
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(None, "Book", "What is the best book", 8, "^ blue", 23, 8, "length", True, "This is not a chat template, it is"),
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(None, "Book", "What is the best book", 8, "(Suddenly)+|\\{ \" Sarax.", 77, 8, "length", True, None),
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(None, "Book", "What is the best book", 8, "(Suddenly)+|\\{ \" Sarax.", 77, 8, "length", True, 'chatml'),
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(None, "Book", "What is the best book", 8, "^ blue", 23, 8, "length", True, "This is not a chat template, it is"),
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("codellama70b", "You are a coding assistant.", "Write the fibonacci function in c++.", 128, "(Aside|she|felter|alonger)+", 104, 64, "length", False, None),
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("codellama70b", "You are a coding assistant.", "Write the fibonacci function in c++.", 128, "(Aside|she|felter|alonger)+", 104, 64, "length", True, None),
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]
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@ -67,8 +67,8 @@ WEATHER_TOOL = {
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def do_test_completion_with_required_tool_tiny(template_name: str, tool: dict, argument_key: str | None):
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n_predict = 512
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global server
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n_predict = 512
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# server = ServerPreset.stories15m_moe()
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server.jinja = True
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server.n_predict = n_predict
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@ -139,29 +139,49 @@ def test_completion_with_required_tool_tiny_slow(template_name: str, tool: dict,
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@pytest.mark.parametrize("tool,argument_key,hf_repo,template_override", [
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(TEST_TOOL, "success", "bartowski/Meta-Llama-3.1-8B-Instruct-GGUF:Q4_K_M", None),
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(PYTHON_TOOL, "code", "bartowski/Meta-Llama-3.1-8B-Instruct-GGUF:Q4_K_M", None),
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(PYTHON_TOOL, "code", "bartowski/Meta-Llama-3.1-8B-Instruct-GGUF:Q4_K_M", "chatml"),
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# Note: gemma-2-2b-it knows itself as "model", not "assistant", so we don't test the ill-suited chatml on it.
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(TEST_TOOL, "success", "bartowski/gemma-2-2b-it-GGUF:Q4_K_M", None),
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(PYTHON_TOOL, "code", "bartowski/gemma-2-2b-it-GGUF:Q4_K_M", None),
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(TEST_TOOL, "success", "bartowski/Phi-3.5-mini-instruct-GGUF:Q4_K_M", None),
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(PYTHON_TOOL, "code", "bartowski/Phi-3.5-mini-instruct-GGUF:Q4_K_M", None),
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(PYTHON_TOOL, "code", "bartowski/Phi-3.5-mini-instruct-GGUF:Q4_K_M", "chatml"),
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(TEST_TOOL, "success", "bartowski/Qwen2.5-7B-Instruct-GGUF:Q4_K_M", None),
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(PYTHON_TOOL, "code", "bartowski/Qwen2.5-7B-Instruct-GGUF:Q4_K_M", None),
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(PYTHON_TOOL, "code", "bartowski/Qwen2.5-7B-Instruct-GGUF:Q4_K_M", "chatml"),
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(TEST_TOOL, "success", "bartowski/Hermes-2-Pro-Llama-3-8B-GGUF:Q4_K_M", ("NousResearch/Hermes-2-Pro-Llama-3-8B", "tool_use")),
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(PYTHON_TOOL, "code", "bartowski/Hermes-2-Pro-Llama-3-8B-GGUF:Q4_K_M", ("NousResearch/Hermes-2-Pro-Llama-3-8B", "tool_use")),
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(PYTHON_TOOL, "code", "bartowski/Hermes-2-Pro-Llama-3-8B-GGUF:Q4_K_M", "chatml"),
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(TEST_TOOL, "success", "bartowski/Hermes-3-Llama-3.1-8B-GGUF:Q4_K_M", ("NousResearch/Hermes-3-Llama-3.1-8B", "tool_use")),
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(PYTHON_TOOL, "code", "bartowski/Hermes-3-Llama-3.1-8B-GGUF:Q4_K_M", ("NousResearch/Hermes-3-Llama-3.1-8B", "tool_use")),
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(PYTHON_TOOL, "code", "bartowski/Hermes-3-Llama-3.1-8B-GGUF:Q4_K_M", "chatml"),
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(TEST_TOOL, "success", "bartowski/Mistral-Nemo-Instruct-2407-GGUF:Q4_K_M", None),
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(PYTHON_TOOL, "code", "bartowski/Mistral-Nemo-Instruct-2407-GGUF:Q4_K_M", None),
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(TEST_TOOL, "success", "bartowski/functionary-small-v3.2-GGUF:Q8_0", ("meetkai/functionary-medium-v3.2", None)),
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(PYTHON_TOOL, "code", "bartowski/functionary-small-v3.2-GGUF:Q8_0", ("meetkai/functionary-medium-v3.2", None)),
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(PYTHON_TOOL, "code", "bartowski/Mistral-Nemo-Instruct-2407-GGUF:Q4_K_M", "chatml"),
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(TEST_TOOL, "success", "bartowski/functionary-small-v3.2-GGUF:Q4_K_M", ("meetkai/functionary-medium-v3.2", None)),
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(PYTHON_TOOL, "code", "bartowski/functionary-small-v3.2-GGUF:Q4_K_M", ("meetkai/functionary-medium-v3.2", None)),
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(PYTHON_TOOL, "code", "bartowski/functionary-small-v3.2-GGUF:Q4_K_M", "chatml"),
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(TEST_TOOL, "success", "bartowski/Llama-3.2-3B-Instruct-GGUF:Q4_K_M", ("meta-llama/Llama-3.2-3B-Instruct", None)),
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(PYTHON_TOOL, "code", "bartowski/Llama-3.2-3B-Instruct-GGUF:Q4_K_M", ("meta-llama/Llama-3.2-3B-Instruct", None)),
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(PYTHON_TOOL, "code", "bartowski/Llama-3.2-3B-Instruct-GGUF:Q4_K_M", "chatml"),
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(TEST_TOOL, "success", "bartowski/Llama-3.2-1B-Instruct-GGUF:Q4_K_M", ("meta-llama/Llama-3.2-3B-Instruct", None)),
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(PYTHON_TOOL, "code", "bartowski/Llama-3.2-1B-Instruct-GGUF:Q4_K_M", ("meta-llama/Llama-3.2-3B-Instruct", None)),
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(PYTHON_TOOL, "code", "bartowski/Llama-3.2-1B-Instruct-GGUF:Q4_K_M", "chatml"),
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# TODO: fix these
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# (TEST_TOOL, "success", "bartowski/DeepSeek-R1-Distill-Qwen-7B-GGUF:Q4_K_M", None),
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# (PYTHON_TOOL, "code", "bartowski/DeepSeek-R1-Distill-Qwen-7B-GGUF:Q4_K_M", None),
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])
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def test_completion_with_required_tool_real_model(tool: dict, argument_key: str | None, hf_repo: str, template_override: Tuple[str, str | None] | None):
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def test_completion_with_required_tool_real_model(tool: dict, argument_key: str | None, hf_repo: str, template_override: str | Tuple[str, str | None] | None):
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global server
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n_predict = 512
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server.n_slots = 1
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server.jinja = True
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@ -169,10 +189,12 @@ def test_completion_with_required_tool_real_model(tool: dict, argument_key: str
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server.n_predict = n_predict
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server.model_hf_repo = hf_repo
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server.model_hf_file = None
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if template_override:
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if isinstance(template_override, tuple):
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(template_hf_repo, template_variant) = template_override
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server.chat_template_file = f"../../../models/templates/{template_hf_repo.replace('/', '-') + ('-' + template_variant if template_variant else '')}.jinja"
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assert os.path.exists(server.chat_template_file), f"Template file {server.chat_template_file} does not exist. Run `python scripts/get_chat_template.py {template_hf_repo} {template_variant} > {server.chat_template_file}` to download the template."
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elif isinstance(template_override, str):
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server.chat_template = template_override
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server.start(timeout_seconds=TIMEOUT_SERVER_START)
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res = server.make_request("POST", "/chat/completions", data={
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"max_tokens": n_predict,
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@ -252,18 +274,36 @@ def test_completion_without_tool_call_slow(template_name: str, n_predict: int, t
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@pytest.mark.slow
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@pytest.mark.parametrize("hf_repo,template_override", [
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("bartowski/Meta-Llama-3.1-8B-Instruct-GGUF:Q4_K_M", None),
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("bartowski/gemma-2-2b-it-GGUF:Q4_K_M", None),
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("bartowski/Meta-Llama-3.1-8B-Instruct-GGUF:Q4_K_M", "chatml"),
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("bartowski/Phi-3.5-mini-instruct-GGUF:Q4_K_M", None),
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("bartowski/Phi-3.5-mini-instruct-GGUF:Q4_K_M", "chatml"),
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("bartowski/Qwen2.5-7B-Instruct-GGUF:Q4_K_M", None),
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("bartowski/Hermes-2-Pro-Llama-3-8B-GGUF:Q4_K_M", ("NousResearch/Hermes-2-Pro-Llama-3-8B", "tool_use")),
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("bartowski/Hermes-3-Llama-3.1-8B-GGUF:Q4_K_M", ("NousResearch/Hermes-3-Llama-3.1-8B", "tool_use")),
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("bartowski/Qwen2.5-7B-Instruct-GGUF:Q4_K_M", "chatml"),
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("bartowski/Hermes-2-Pro-Llama-3-8B-GGUF:Q4_K_M", ("NousResearch/Hermes-2-Pro-Llama-3-8B", "tool_use")),
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("bartowski/Hermes-2-Pro-Llama-3-8B-GGUF:Q4_K_M", "chatml"),
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("bartowski/Hermes-3-Llama-3.1-8B-GGUF:Q4_K_M", ("NousResearch/Hermes-3-Llama-3.1-8B", "tool_use")),
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("bartowski/Hermes-3-Llama-3.1-8B-GGUF:Q4_K_M", "chatml"),
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("bartowski/Mistral-Nemo-Instruct-2407-GGUF:Q4_K_M", None),
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("bartowski/Mistral-Nemo-Instruct-2407-GGUF:Q4_K_M", "chatml"),
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("bartowski/functionary-small-v3.2-GGUF:Q8_0", ("meetkai/functionary-medium-v3.2", None)),
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("bartowski/functionary-small-v3.2-GGUF:Q8_0", "chatml"),
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("bartowski/Llama-3.2-3B-Instruct-GGUF:Q4_K_M", ("meta-llama/Llama-3.2-3B-Instruct", None)),
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("bartowski/Llama-3.2-3B-Instruct-GGUF:Q4_K_M", "chatml"),
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# Note: gemma-2-2b-it knows itself as "model", not "assistant", so we don't test the ill-suited chatml on it.
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("bartowski/gemma-2-2b-it-GGUF:Q4_K_M", None),
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# ("bartowski/Llama-3.2-1B-Instruct-GGUF:Q4_K_M", ("meta-llama/Llama-3.2-3B-Instruct", None)),
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# ("bartowski/DeepSeek-R1-Distill-Qwen-7B-GGUF:Q4_K_M", None),
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])
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def test_weather_tool_call(hf_repo: str, template_override: Tuple[str, str | None] | None):
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def test_weather_tool_call(hf_repo: str, template_override: str | Tuple[str, str | None] | None):
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global server
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server.n_slots = 1
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server.jinja = True
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@ -271,10 +311,12 @@ def test_weather_tool_call(hf_repo: str, template_override: Tuple[str, str | Non
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server.n_predict = 512
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server.model_hf_repo = hf_repo
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server.model_hf_file = None
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if template_override:
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if isinstance(template_override, tuple):
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(template_hf_repo, template_variant) = template_override
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server.chat_template_file = f"../../../models/templates/{template_hf_repo.replace('/', '-') + ('-' + template_variant if template_variant else '')}.jinja"
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assert os.path.exists(server.chat_template_file), f"Template file {server.chat_template_file} does not exist. Run `python scripts/get_chat_template.py {template_hf_repo} {template_variant} > {server.chat_template_file}` to download the template."
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elif isinstance(template_override, str):
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server.chat_template = template_override
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server.start(timeout_seconds=TIMEOUT_SERVER_START)
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res = server.make_request("POST", "/chat/completions", data={
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"max_tokens": 256,
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@ -298,19 +340,39 @@ def test_weather_tool_call(hf_repo: str, template_override: Tuple[str, str | Non
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@pytest.mark.slow
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@pytest.mark.parametrize("expected_arguments_override,hf_repo,template_override", [
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(None, "bartowski/gemma-2-2b-it-GGUF:Q4_K_M", None),
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(None, "bartowski/Phi-3.5-mini-instruct-GGUF:Q4_K_M", None),
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(None, "bartowski/Phi-3.5-mini-instruct-GGUF:Q4_K_M", "chatml"),
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(None, "bartowski/functionary-small-v3.2-GGUF:Q8_0", ("meetkai-functionary-medium-v3.2", None)),
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('{"code":"print("}', "bartowski/Meta-Llama-3.1-8B-Instruct-GGUF:Q4_K_M", None),
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(None, "bartowski/Llama-3.2-1B-Instruct-GGUF:Q4_K_M", ("meta-llama-Llama-3.2-3B-Instruct", None)),
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(None, "bartowski/functionary-small-v3.2-GGUF:Q8_0", "chatml"),
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(None, "bartowski/Meta-Llama-3.1-8B-Instruct-GGUF:Q4_K_M", None),
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('{"code":"print("}', "bartowski/Meta-Llama-3.1-8B-Instruct-GGUF:Q4_K_M", "chatml"),
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('{"code":"print("}', "bartowski/Llama-3.2-1B-Instruct-GGUF:Q4_K_M", ("meta-llama-Llama-3.2-3B-Instruct", None)),
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(None, "bartowski/Llama-3.2-1B-Instruct-GGUF:Q4_K_M", "chatml"),
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('{"code":"print("}', "bartowski/Llama-3.2-3B-Instruct-GGUF:Q4_K_M", ("meta-llama-Llama-3.2-3B-Instruct", None)),
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('{"code":"print("}', "bartowski/Llama-3.2-3B-Instruct-GGUF:Q4_K_M", "chatml"),
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(None, "bartowski/Qwen2.5-7B-Instruct-GGUF:Q4_K_M", None),
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(None, "bartowski/Hermes-2-Pro-Llama-3-8B-GGUF:Q4_K_M", ("NousResearch/Hermes-2-Pro-Llama-3-8B", "tool_use")),
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(None, "bartowski/Hermes-3-Llama-3.1-8B-GGUF:Q4_K_M", ("NousResearch-Hermes-3-Llama-3.1-8B", "tool_use")),
|
||||
(None, "bartowski/Qwen2.5-7B-Instruct-GGUF:Q4_K_M", "chatml"),
|
||||
|
||||
(None, "bartowski/Hermes-2-Pro-Llama-3-8B-GGUF:Q4_K_M", ("NousResearch/Hermes-2-Pro-Llama-3-8B", "tool_use")),
|
||||
(None, "bartowski/Hermes-2-Pro-Llama-3-8B-GGUF:Q4_K_M", "chatml"),
|
||||
|
||||
(None, "bartowski/Hermes-3-Llama-3.1-8B-GGUF:Q4_K_M", ("NousResearch-Hermes-3-Llama-3.1-8B", "tool_use")),
|
||||
(None, "bartowski/Hermes-3-Llama-3.1-8B-GGUF:Q4_K_M", "chatml"),
|
||||
|
||||
(None, "bartowski/Mistral-Nemo-Instruct-2407-GGUF:Q4_K_M", None),
|
||||
(None, "bartowski/Mistral-Nemo-Instruct-2407-GGUF:Q4_K_M", "chatml"),
|
||||
|
||||
# Note: gemma-2-2b-it knows itself as "model", not "assistant", so we don't test the ill-suited chatml on it.
|
||||
(None, "bartowski/gemma-2-2b-it-GGUF:Q4_K_M", None),
|
||||
|
||||
# (None, "bartowski/DeepSeek-R1-Distill-Qwen-7B-GGUF:Q4_K_M", None),
|
||||
])
|
||||
def test_hello_world_tool_call(expected_arguments_override: str | None, hf_repo: str, template_override: Tuple[str, str | None] | None):
|
||||
def test_hello_world_tool_call(expected_arguments_override: str | None, hf_repo: str, template_override: str | Tuple[str, str | None] | None):
|
||||
global server
|
||||
server.n_slots = 1
|
||||
server.jinja = True
|
||||
|
|
@ -318,10 +380,12 @@ def test_hello_world_tool_call(expected_arguments_override: str | None, hf_repo:
|
|||
server.n_predict = 128
|
||||
server.model_hf_repo = hf_repo
|
||||
server.model_hf_file = None
|
||||
if template_override:
|
||||
if isinstance(template_override, tuple):
|
||||
(template_hf_repo, template_variant) = template_override
|
||||
server.chat_template_file = f"../../../models/templates/{template_hf_repo.replace('/', '-') + ('-' + template_variant if template_variant else '')}.jinja"
|
||||
assert os.path.exists(server.chat_template_file), f"Template file {server.chat_template_file} does not exist. Run `python scripts/get_chat_template.py {template_hf_repo} {template_variant} > {server.chat_template_file}` to download the template."
|
||||
elif isinstance(template_override, str):
|
||||
server.chat_template = template_override
|
||||
server.start(timeout_seconds=TIMEOUT_SERVER_START)
|
||||
res = server.make_request("POST", "/chat/completions", data={
|
||||
"max_tokens": 256,
|
||||
|
|
|
|||
Loading…
Add table
Add a link
Reference in a new issue