mirror of
https://github.com/csunny/DB-GPT.git
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feat(model): Support Qwen2.5 VL models (#2743)
This commit is contained in:
Fangyin Cheng
GitHub
parent
e04b0f9c19
commit
0188d2367b
@ -157,6 +157,9 @@ hf_kimi = [
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hf_qwen3 = [
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"transformers>=4.51.0",
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]
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hf_qwen2vl = [
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"transformers>=4.34.0",
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]
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[build-system]
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requires = ["hatchling"]
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@ -553,6 +553,7 @@ class QwenAdapter(NewHFChatModelAdapter):
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and "1.5" in lower_model_name_or_path
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and "moe" not in lower_model_name_or_path
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and "qwen2" not in lower_model_name_or_path
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and "vl" not in lower_model_name_or_path
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)
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@ -565,10 +566,12 @@ class Qwen2Adapter(QwenAdapter):
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(
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"qwen2" in lower_model_name_or_path
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and "instruct" in lower_model_name_or_path
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and "vl" not in lower_model_name_or_path
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)
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or (
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"qwen2.5" in lower_model_name_or_path
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and "instruct" in lower_model_name_or_path
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and "vl" not in lower_model_name_or_path
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)
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)
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@ -608,6 +611,7 @@ class Qwen3Adapter(QwenAdapter):
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return lower_model_name_or_path and (
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"qwen3" in lower_model_name_or_path
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and "base" not in lower_model_name_or_path
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and "vl" not in lower_model_name_or_path
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)
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def check_transformer_version(self, current_version: str) -> None:
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@ -664,6 +668,60 @@ class Qwen3Adapter(QwenAdapter):
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return str_prompt
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class Qwen2VLAdapter(NewHFChatModelAdapter):
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def check_transformer_version(self, current_version: str) -> None:
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if not current_version >= "4.37.0":
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raise ValueError(
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"Qwen2.5VL model require transformers.__version__>=4.37.0, please "
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"upgrade your transformers package."
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)
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def do_match(self, lower_model_name_or_path: Optional[str] = None):
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return (
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lower_model_name_or_path
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and "qwen2" in lower_model_name_or_path
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and "vl" in lower_model_name_or_path
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and "instruct" in lower_model_name_or_path
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)
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def load(self, model_path: str, from_pretrained_kwargs: dict):
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try:
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from transformers import (
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Qwen2_5_VLForConditionalGeneration,
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)
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except ImportError as exc:
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raise ValueError(
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"Could not import qwen2.5 vl model, please upgrade your "
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"transformers package to 4.37.0 or later."
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) from exc
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logger.info(
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f"Load model from {model_path}, from_pretrained_kwargs: "
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f"{from_pretrained_kwargs}"
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)
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revision = from_pretrained_kwargs.get("revision", "main")
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trust_remote_code = from_pretrained_kwargs.get(
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"trust_remote_code", self.trust_remote_code
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)
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low_cpu_mem_usage = from_pretrained_kwargs.get("low_cpu_mem_usage", False)
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if "trust_remote_code" not in from_pretrained_kwargs:
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from_pretrained_kwargs["trust_remote_code"] = trust_remote_code
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if "low_cpu_mem_usage" not in from_pretrained_kwargs:
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from_pretrained_kwargs["low_cpu_mem_usage"] = low_cpu_mem_usage
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tokenizer = self.load_tokenizer(
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model_path,
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revision,
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use_fast=self.use_fast_tokenizer(),
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trust_remote_code=trust_remote_code,
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)
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model = Qwen2_5_VLForConditionalGeneration.from_pretrained(
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model_path, **from_pretrained_kwargs
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)
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return model, tokenizer
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class QwenOmniAdapter(NewHFChatModelAdapter):
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def do_match(self, lower_model_name_or_path: Optional[str] = None):
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return lower_model_name_or_path and (
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@ -1075,6 +1133,7 @@ register_model_adapter(GLM4Adapter, supported_models=COMMON_HF_GLM_MODELS)
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register_model_adapter(GLM40414Adapter)
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register_model_adapter(Codegeex4Adapter)
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register_model_adapter(Qwen2Adapter, supported_models=COMMON_HF_QWEN25_MODELS)
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register_model_adapter(Qwen2VLAdapter)
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register_model_adapter(Internlm2Adapter)
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register_model_adapter(DeepseekV3R1Adapter, supported_models=COMMON_HF_DEEPSEEK__MODELS)
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register_model_adapter(KimiVLAdapter)
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@ -1,21 +1,21 @@
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"""
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Run unit test with command: pytest dbgpt/datasource/rdbms/tests/test_conn_mysql.py
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docker run -itd --name mysql-test -p 3307:3306 -e MYSQL_ROOT_PASSWORD=12345678 mysql:5.7
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mysql -h 127.0.0.1 -uroot -p -P3307
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Enter password:
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Welcome to the MySQL monitor. Commands end with ; or \g.
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Your MySQL connection id is 2
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Server version: 5.7.41 MySQL Community Server (GPL)
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Run unit test with command: pytest dbgpt/datasource/rdbms/tests/test_conn_mysql.py
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docker run -itd --name mysql-test -p 3307:3306 -e MYSQL_ROOT_PASSWORD=12345678 mysql:5.7
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mysql -h 127.0.0.1 -uroot -p -P3307
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Enter password:
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Welcome to the MySQL monitor. Commands end with ; or \g.
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Your MySQL connection id is 2
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Server version: 5.7.41 MySQL Community Server (GPL)
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Copyright (c) 2000, 2023, Oracle and/or its affiliates.
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Copyright (c) 2000, 2023, Oracle and/or its affiliates.
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Oracle is a registered trademark of Oracle Corporation and/or its
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affiliates. Other names may be trademarks of their respective
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owners.
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Oracle is a registered trademark of Oracle Corporation and/or its
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affiliates. Other names may be trademarks of their respective
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owners.
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Type 'help;' or '\h' for help. Type '\c' to clear the current input statement.
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Type 'help;' or '\h' for help. Type '\c' to clear the current input statement.
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> create database test;
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> create database test;
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"""
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import pytest
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39
uv.lock
39
uv.lock
@ -3671,6 +3671,10 @@ hf-kimi = [
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{ name = "tiktoken" },
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{ name = "transformers", version = "4.51.2", source = { registry = "https://pypi.tuna.tsinghua.edu.cn/simple" } },
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]
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hf-qwen2vl = [
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{ name = "transformers", version = "4.51.2", source = { registry = "https://pypi.tuna.tsinghua.edu.cn/simple" }, marker = "(extra == 'extra-14-dbgpt-acc-auto-auto' and extra == 'extra-14-dbgpt-acc-auto-cpu') or (extra == 'extra-14-dbgpt-acc-auto-auto' and extra == 'extra-14-dbgpt-acc-auto-cuda118') or (extra == 'extra-14-dbgpt-acc-auto-auto' and extra == 'extra-14-dbgpt-acc-auto-cuda121') or (extra == 'extra-14-dbgpt-acc-auto-auto' and extra == 'extra-14-dbgpt-acc-auto-cuda124') or (extra == 'extra-14-dbgpt-acc-auto-cpu' and extra == 'extra-14-dbgpt-acc-auto-cuda118') or (extra == 'extra-14-dbgpt-acc-auto-cpu' and extra == 'extra-14-dbgpt-acc-auto-cuda121') or (extra == 'extra-14-dbgpt-acc-auto-cpu' and extra == 'extra-14-dbgpt-acc-auto-cuda124') or (extra == 'extra-14-dbgpt-acc-auto-cuda118' and extra == 'extra-14-dbgpt-acc-auto-cuda121') or (extra == 'extra-14-dbgpt-acc-auto-cuda118' and extra == 'extra-14-dbgpt-acc-auto-cuda124') or (extra == 'extra-14-dbgpt-acc-auto-cuda121' and extra == 'extra-14-dbgpt-acc-auto-cuda124') or (extra != 'extra-14-dbgpt-acc-auto-cuda124' and extra == 'extra-5-dbgpt-hf-kimi') or (extra != 'extra-14-dbgpt-acc-auto-auto' and extra != 'extra-14-dbgpt-acc-auto-cpu' and extra != 'extra-14-dbgpt-acc-auto-cuda118' and extra != 'extra-14-dbgpt-acc-auto-cuda121' and extra == 'extra-5-dbgpt-hf-kimi')" },
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{ name = "transformers", version = "4.51.3", source = { registry = "https://pypi.tuna.tsinghua.edu.cn/simple" }, marker = "(extra == 'extra-14-dbgpt-acc-auto-auto' and extra == 'extra-14-dbgpt-acc-auto-cpu') or (extra == 'extra-14-dbgpt-acc-auto-auto' and extra == 'extra-14-dbgpt-acc-auto-cuda118') or (extra == 'extra-14-dbgpt-acc-auto-auto' and extra == 'extra-14-dbgpt-acc-auto-cuda121') or (extra == 'extra-14-dbgpt-acc-auto-auto' and extra == 'extra-14-dbgpt-acc-auto-cuda124') or (extra == 'extra-14-dbgpt-acc-auto-cpu' and extra == 'extra-14-dbgpt-acc-auto-cuda118') or (extra == 'extra-14-dbgpt-acc-auto-cpu' and extra == 'extra-14-dbgpt-acc-auto-cuda121') or (extra == 'extra-14-dbgpt-acc-auto-cpu' and extra == 'extra-14-dbgpt-acc-auto-cuda124') or (extra == 'extra-14-dbgpt-acc-auto-cuda118' and extra == 'extra-14-dbgpt-acc-auto-cuda121') or (extra == 'extra-14-dbgpt-acc-auto-cuda118' and extra == 'extra-14-dbgpt-acc-auto-cuda124') or (extra == 'extra-14-dbgpt-acc-auto-cuda121' and extra == 'extra-14-dbgpt-acc-auto-cuda124') or (extra != 'extra-14-dbgpt-acc-auto-cuda124' and extra == 'extra-5-dbgpt-hf-glm4') or (extra != 'extra-14-dbgpt-acc-auto-cuda124' and extra != 'extra-5-dbgpt-hf-kimi') or (extra != 'extra-14-dbgpt-acc-auto-cuda124' and extra == 'extra-5-dbgpt-hf-kimi' and extra == 'extra-5-dbgpt-hf-qwen-omni') or (extra != 'extra-14-dbgpt-acc-auto-cuda124' and extra == 'extra-5-dbgpt-hf-kimi' and extra == 'extra-5-dbgpt-hf-qwen3') or (extra != 'extra-14-dbgpt-acc-auto-auto' and extra != 'extra-14-dbgpt-acc-auto-cpu' and extra != 'extra-14-dbgpt-acc-auto-cuda118' and extra != 'extra-14-dbgpt-acc-auto-cuda121' and extra == 'extra-5-dbgpt-hf-glm4') or (extra != 'extra-14-dbgpt-acc-auto-auto' and extra != 'extra-14-dbgpt-acc-auto-cpu' and extra != 'extra-14-dbgpt-acc-auto-cuda118' and extra != 'extra-14-dbgpt-acc-auto-cuda121' and extra != 'extra-5-dbgpt-hf-kimi') or (extra != 'extra-14-dbgpt-acc-auto-auto' and extra != 'extra-14-dbgpt-acc-auto-cpu' and extra != 'extra-14-dbgpt-acc-auto-cuda118' and extra != 'extra-14-dbgpt-acc-auto-cuda121' and extra == 'extra-5-dbgpt-hf-kimi' and extra == 'extra-5-dbgpt-hf-qwen-omni') or (extra != 'extra-14-dbgpt-acc-auto-auto' and extra != 'extra-14-dbgpt-acc-auto-cpu' and extra != 'extra-14-dbgpt-acc-auto-cuda118' and extra != 'extra-14-dbgpt-acc-auto-cuda121' and extra == 'extra-5-dbgpt-hf-kimi' and extra == 'extra-5-dbgpt-hf-qwen3')" },
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]
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hf-qwen3 = [
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{ name = "transformers", version = "4.51.3", source = { registry = "https://pypi.tuna.tsinghua.edu.cn/simple" } },
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]
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@ -3796,6 +3800,7 @@ requires-dist = [
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{ name = "transformers", marker = "extra == 'hf'", specifier = ">=4.46.0" },
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{ name = "transformers", marker = "extra == 'hf-glm4'", specifier = ">=4.51.3" },
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{ name = "transformers", marker = "extra == 'hf-kimi'", specifier = "<4.51.3" },
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{ name = "transformers", marker = "extra == 'hf-qwen2vl'", specifier = ">=4.34.0" },
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{ name = "transformers", marker = "extra == 'hf-qwen3'", specifier = ">=4.51.0" },
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{ name = "typeguard" },
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{ name = "typing-inspect" },
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@ -3803,7 +3808,7 @@ requires-dist = [
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{ name = "xlrd", marker = "extra == 'framework'", specifier = "==2.0.1" },
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{ name = "zhipuai", marker = "extra == 'proxy-zhipuai'", specifier = ">=2.1.5" },
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]
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provides-extras = ["client", "cli", "agent", "simple-framework", "framework", "hf", "code", "llama-cpp", "llama-cpp-server", "proxy-ollama", "proxy-zhipuai", "proxy-tongyi", "proxy-qianfan", "proxy-openai", "proxy-anthropic", "model-vl", "hf-qwen-omni", "hf-glm4", "hf-kimi", "hf-qwen3"]
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provides-extras = ["client", "cli", "agent", "simple-framework", "framework", "hf", "code", "llama-cpp", "llama-cpp-server", "proxy-ollama", "proxy-zhipuai", "proxy-tongyi", "proxy-qianfan", "proxy-openai", "proxy-anthropic", "model-vl", "hf-qwen-omni", "hf-glm4", "hf-kimi", "hf-qwen3", "hf-qwen2vl"]
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[package.metadata.requires-dev]
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dev = []
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@ -10929,23 +10934,23 @@ dependencies = [
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{ name = "cymem" },
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{ name = "murmurhash" },
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]
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sdist = { url = "https://pypi.tuna.tsinghua.edu.cn/packages/f2/4e/76dbf784e7d4ed069f91a4c249b1d6ec6856ef0c0b2fd96992895d458b15/preshed-3.0.9.tar.gz", hash = "sha256:721863c5244ffcd2651ad0928951a2c7c77b102f4e11a251ad85d37ee7621660" }
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sdist = { url = "https://pypi.tuna.tsinghua.edu.cn/packages/f2/4e/76dbf784e7d4ed069f91a4c249b1d6ec6856ef0c0b2fd96992895d458b15/preshed-3.0.9.tar.gz", hash = "sha256:721863c5244ffcd2651ad0928951a2c7c77b102f4e11a251ad85d37ee7621660", size = 14478 }
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wheels = [
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{ url = "https://pypi.tuna.tsinghua.edu.cn/packages/61/4e/f251271ee9f0e0eb0ebe219a8df57ff8511a3b7a83e79e24d37105034164/preshed-3.0.9-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:a61302cf8bd30568631adcdaf9e6b21d40491bd89ba8ebf67324f98b6c2a2c05" },
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]
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||||
|
||||
[[package]]
|
||||
|
||||
Loading…
Reference in New Issue
Block a user