alibaba-pai / SearchQwen3-8B

huggingface.co
Total runs: 252
24-hour runs: 0
7-day runs: -68
30-day runs: -391
Model's Last Updated: August 24 2026
text-generation

Introduction of SearchQwen3-8B

Model Details of SearchQwen3-8B

SearchQwen3-8B

SearchQwen3-8B is a compact Search Agent model from the Alibaba Cloud PAI team. It is trained with environment-aligned, solver-verified search trajectories generated by EasyDistill 2.0 , and is designed for multi-hop search, browsing, and evidence integration.

SearchQwen3-8B 是基于 EasyDistill 2.0 环境对齐轨迹蒸馏链路训练的 Search Agent 小模型,支持结构化 search / browse 工具调用。

Model overview
Item Value
Base model Qwen/Qwen3-8B
Parameters 8.19B
Context length 40,960
Recommended interface Structured Tool-Call
Training data SynSearch-Data
Results

LLM-judge accuracy (%). Multi-hop QA averages 2WikiMultiHopQA, Bamboogle, HotpotQA, and MuSiQue; Deep Search averages GAIA, WebWalkerQA, xbench-deepsearch, and BrowseComp-ZH.

Interaction Model Deep Search Overall
Tool-Call Qwen3-8B 24.50 40.31
Tool-Call SearchQwen3-8B 35.42 50.31
Quickstart
import torch
from transformers import AutoModelForCausalLM, AutoTokenizer

model_id = "alibaba-pai/SearchQwen3-8B"
tokenizer = AutoTokenizer.from_pretrained(model_id)
model = AutoModelForCausalLM.from_pretrained(
    model_id,
    torch_dtype=torch.bfloat16,
    device_map="auto",
).eval()

messages = [
    {"role": "system", "content": "You are a search agent. Use tools before answering."},
    {"role": "user", "content": "Which city is the birthplace of the author of The Old Man and the Sea?"},
]
tools = [
    {
        "type": "function",
        "function": {
            "name": "search",
            "description": "Search the web.",
            "parameters": {
                "type": "object",
                "properties": {"query": {"type": "string"}},
                "required": ["query"],
            },
        },
    }
]

inputs = tokenizer.apply_chat_template(
    messages,
    tools=tools,
    add_generation_prompt=True,
    tokenize=True,
    return_tensors="pt",
    return_dict=True,
    enable_thinking=False,
).to(model.device)

output = model.generate(**inputs, max_new_tokens=256, do_sample=False)
print(tokenizer.decode(output[0, inputs["input_ids"].shape[-1]:], skip_special_tokens=False))

The model returns a structured <tool_call> ; execute the tool, append its response, and continue until a final answer is produced. An external search/browse backend is required.

Related resources
License

This model follows the license included in this repository and the terms of its base model. Checksums are provided in SHA256SUMS .

Runs of alibaba-pai SearchQwen3-8B on huggingface.co

252
Total runs
0
24-hour runs
-9
3-day runs
-68
7-day runs
-391
30-day runs

More Information About SearchQwen3-8B huggingface.co Model

More SearchQwen3-8B license Visit here:

https://choosealicense.com/licenses/apache-2.0

SearchQwen3-8B huggingface.co

SearchQwen3-8B huggingface.co is an AI model on huggingface.co that provides SearchQwen3-8B's model effect (), which can be used instantly with this alibaba-pai SearchQwen3-8B model. huggingface.co supports a free trial of the SearchQwen3-8B model, and also provides paid use of the SearchQwen3-8B. Support call SearchQwen3-8B model through api, including Node.js, Python, http.

alibaba-pai SearchQwen3-8B online free

SearchQwen3-8B huggingface.co is an online trial and call api platform, which integrates SearchQwen3-8B's modeling effects, including api services, and provides a free online trial of SearchQwen3-8B, you can try SearchQwen3-8B online for free by clicking the link below.

alibaba-pai SearchQwen3-8B online free url in huggingface.co:

https://huggingface.co/alibaba-pai/SearchQwen3-8B

SearchQwen3-8B install

SearchQwen3-8B is an open source model from GitHub that offers a free installation service, and any user can find SearchQwen3-8B on GitHub to install. At the same time, huggingface.co provides the effect of SearchQwen3-8B install, users can directly use SearchQwen3-8B installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

SearchQwen3-8B install url in huggingface.co:

https://huggingface.co/alibaba-pai/SearchQwen3-8B

Url of SearchQwen3-8B

SearchQwen3-8B huggingface.co Url

Provider of SearchQwen3-8B huggingface.co

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