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https://github.com/ggerganov/llama.cpp.git
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tool_call: test no tool call on a real model + rename scenarios
This commit is contained in:
ochafik
parent
c88095e3fc
commit
7fde6d0091
@ -462,8 +462,8 @@ llama_tool_call_handler llama_tool_call_handler_init(
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handler.grammar_trigger_words.push_back("[{\"");
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handler.grammar_trigger_words.push_back("[ { \"");
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}
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auto tweaked_messages = add_system(messages, "Prefix any tool calls with [TOOL_CALLS]");
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handler.prompt = tmpl.apply(tweaked_messages, tools, /* add_generation_prompt= */ true);
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// auto tweaked_messages = add_system(messages, "You are a helpful AI with tool calling capabilities. Prefix any tool calls with [TOOL_CALLS]");
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handler.prompt = tmpl.apply(messages, tools, /* add_generation_prompt= */ true);
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break;
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}
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case llama_tool_call_style::Llama31:
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@ -4,13 +4,14 @@
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import asyncio
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import json
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import os
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import parse
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import re
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import requests
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import socket
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import subprocess
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import sys
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import threading
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import time
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import requests
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from collections.abc import Sequence
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from contextlib import closing
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from re import RegexFlag
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@ -1617,7 +1618,10 @@ def start_server_background(context):
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def server_log(in_stream, out_stream):
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for line in iter(in_stream.readline, b''):
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try:
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print(line.decode('utf-8'), end='', file=out_stream)
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except UnicodeDecodeError:
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print(line, end='', file=out_stream)
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thread_stdout = threading.Thread(target=server_log, args=(context.server_process.stdout, sys.stdout))
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thread_stdout.start()
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@ -13,7 +13,7 @@ Feature: llama.cpp server
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And jinja templates are enabled
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Scenario Outline: OAI Compatibility w/ tools and required tool_choice (<template_name> template, <tool_name> tool)
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Scenario Outline: Template <template_name> + tinystories model w/ required tool_choice yields <tool_name> tool call
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Given a model file tinyllamas/stories260K.gguf from HF repo ggml-org/models
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And a test chat template file named <template_name>
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And the server is starting
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@ -41,7 +41,7 @@ Feature: llama.cpp server
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| mistralai-Mistral-Nemo-Instruct-2407 | 128 | ipython | {"code": "It's a small cable."} | [{"type":"function", "function": {"name": "ipython", "description": "", "parameters": {"type": "object", "properties": {"code": {"type": "string", "description": ""}}, "required": ["code"]}}}] | disabled |
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Scenario Outline: OAI Compatibility w/ tools and auto tool_choice (<template_name> template)
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Scenario Outline: Template <template_name> + tinystories model yields no tool call
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Given a model file tinyllamas/stories260K.gguf from HF repo ggml-org/models
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And a test chat template file named <template_name>
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And the server is starting
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@ -60,22 +60,21 @@ Feature: llama.cpp server
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| meetkai-functionary-medium-v3.2 | 128 |
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Scenario: OAI Compatibility w/ no tool
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Scenario: Tool call template + tinystories and no tool won't call any tool
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Given a model file tinyllamas/stories260K.gguf from HF repo ggml-org/models
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And a chat template file ../../../tests/chat/templates/meta-llama-Meta-Llama-3.1-8B-Instruct.jinja
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And a test chat template file named meta-llama-Meta-Llama-3.1-8B-Instruct
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And the server is starting
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And the server is healthy
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And a model test
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And 16 max tokens to predict
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And a user prompt write a hello world in python
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And a tool choice <tool_choice>
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And tools []
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And an OAI compatible chat completions request with no api error
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Then no tool is called
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@slow
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Scenario Outline: OAI Compatibility w/ tools (<hf_repo> / <hf_file> with <template_override> template)
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Scenario Outline: Python hello world w/ <hf_repo> + python tool yields tool call
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Given a model file <hf_file> from HF repo <hf_repo>
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And a test chat template file named <template_override>
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And no warmup
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@ -83,7 +82,7 @@ Feature: llama.cpp server
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And the server is healthy
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And a model test
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And 256 max tokens to predict
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And a user prompt write a hello world in python (use single quotes for strings)
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And a user prompt write a hello world in python
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And python tool
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And parallel tool calls is disabled
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And an OAI compatible chat completions request with no api error
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@ -91,11 +90,27 @@ Feature: llama.cpp server
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Examples: Prompts
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| tool_name | tool_arguments | hf_repo | hf_file | template_override |
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| ipython | {"code": "print('Hello, world!')"} | NousResearch/Hermes-2-Pro-Llama-3-8B-GGUF | Hermes-2-Pro-Llama-3-8B-Q8_0.gguf | NousResearch-Hermes-2-Pro-Llama-3-8B-tool_use |
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| ipython | {"code": "print('Hello, World!')"} | bartowski/Phi-3.5-mini-instruct-GGUF | Phi-3.5-mini-instruct-Q4_K_M.gguf | |
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| ipython | {"code": "print('Hello, World!')"} | NousResearch/Hermes-2-Pro-Llama-3-8B-GGUF | Hermes-2-Pro-Llama-3-8B-Q8_0.gguf | NousResearch-Hermes-2-Pro-Llama-3-8B-tool_use |
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| ipython | {"code": "print('Hello, World!')\n"} | bartowski/Mistral-Nemo-Instruct-2407-GGUF | Mistral-Nemo-Instruct-2407-Q8_0.gguf | mistralai-Mistral-Nemo-Instruct-2407 |
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| ipython | {"code": "print('Hello, World!'}"} | lmstudio-community/Llama-3.2-1B-Instruct-GGUF | Llama-3.2-1B-Instruct-Q4_K_M.gguf | meta-llama-Llama-3.2-3B-Instruct |
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| ipython | {"code": "print("} | lmstudio-community/Llama-3.2-3B-Instruct-GGUF | Llama-3.2-3B-Instruct-Q6_K.gguf | meta-llama-Llama-3.2-3B-Instruct |
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| ipython | {"code": "print("} | lmstudio-community/Meta-Llama-3.1-8B-Instruct-GGUF | Meta-Llama-3.1-8B-Instruct-Q5_K_M.gguf | |
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| ipython | {"code": "print("} | lmstudio-community/Meta-Llama-3.1-70B-Instruct-GGUF | Meta-Llama-3.1-70B-Instruct-Q4_K_M.gguf | |
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# | ipython | {"code": "print("} | lmstudio-community/Meta-Llama-3.1-70B-Instruct-GGUF | Meta-Llama-3.1-70B-Instruct-Q4_K_M.gguf | |
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# | ipython | {"code": "print('Hello, world!')"} | bartowski/gemma-2-2b-it-GGUF | gemma-2-2b-it-Q4_K_M.gguf | |
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# | ipython | {"code": "print('Hello, World!')"} | meetkai/functionary-small-v3.2-GGUF | functionary-small-v3.2.Q4_0.gguf | meetkai-functionary-medium-v3.2 |
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@slow
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Scenario Outline: Python hello world w/ <hf_repo> + no tool yields no tool call
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Given a model file Phi-3.5-mini-instruct-Q4_K_M.gguf from HF repo bartowski/Phi-3.5-mini-instruct-GGUF
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And a test chat template file named <template_override>
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And no warmup
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And the server is starting
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And the server is healthy
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And a model test
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And 256 max tokens to predict
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And a user prompt write a hello world in python
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And parallel tool calls is disabled
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And an OAI compatible chat completions request with no api error
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Then no tool is called
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