WideSeek-R1/WideSeek-SFT-4B
Text Generation • 4B • Updated
Datasets:
messages listlengths 3 41 | tools stringclasses 2
values | metadata unknown |
|---|---|---|
[
{
"role": "system",
"content": "# Role\nYou are a main-agent working on a hard task. Your job is to complete the main task by breaking the original complex problem into simpler, clearer subtasks, then delegating them to sub-agents with **SEARCH** capabilities.\n\nYou must conduct reasoning inside <think> an... | [{"type":"function","function":{"name":"create_sub_agents","description":"Creates sub-agents that can perform specific tasks based on the input prompt. You can create multiple sub-agents concurrently within a single call, but you are limited to creating a maximum of ten sub-agents in any given call.","parameters":{"typ... | {
"schema": "wideseek_agent_session_v1",
"sample_id": "width:3:0:planner",
"dataset_type": "width",
"pair_index": 0,
"source_idx": 3,
"source_trajectory_id": "3:0",
"trajectory_id": "width:3:0",
"session_id": "planner",
"parent_session_id": null,
"role": "planner",
"item_f1": 0.8115942029000001,
... |
[
{
"role": "system",
"content": "# Role\nYou are a sub-agent responsible for a specific part of a larger task. Your job is to complete your assigned subtask accurately using search and access tools with detailed evidence. You are not expected to solve the main task as a whole.\n\nYou must conduct reasoning i... | [{"type":"function","function":{"name":"search","description":"This is a search tool. Enter search queries, and it will return a list of web pages along with their corresponding summary information. You may search multiple queries simultaneously in a single call, but you are limited to a maximum of five tool instances ... | {
"schema": "wideseek_agent_session_v1",
"sample_id": "width:3:0:worker-0021",
"dataset_type": "width",
"pair_index": 0,
"source_idx": 3,
"source_trajectory_id": "3:0",
"trajectory_id": "width:3:0",
"session_id": "worker-0021",
"parent_session_id": "planner",
"role": "worker",
"item_f1": 0.8115942... |
[
{
"role": "system",
"content": "# Role\nYou are a sub-agent responsible for a specific part of a larger task. Your job is to complete your assigned subtask accurately using search and access tools with detailed evidence. You are not expected to solve the main task as a whole.\n\nYou must conduct reasoning i... | [{"type":"function","function":{"name":"search","description":"This is a search tool. Enter search queries, and it will return a list of web pages along with their corresponding summary information. You may search multiple queries simultaneously in a single call, but you are limited to a maximum of five tool instances ... | {
"schema": "wideseek_agent_session_v1",
"sample_id": "width:3:0:worker-0001",
"dataset_type": "width",
"pair_index": 0,
"source_idx": 3,
"source_trajectory_id": "3:0",
"trajectory_id": "width:3:0",
"session_id": "worker-0001",
"parent_session_id": "planner",
"role": "worker",
"item_f1": 0.8115942... |
[
{
"role": "system",
"content": "# Role\nYou are a sub-agent responsible for a specific part of a larger task. Your job is to complete your assigned subtask accurately using search and access tools with detailed evidence. You are not expected to solve the main task as a whole.\n\nYou must conduct reasoning i... | [{"type":"function","function":{"name":"search","description":"This is a search tool. Enter search queries, and it will return a list of web pages along with their corresponding summary information. You may search multiple queries simultaneously in a single call, but you are limited to a maximum of five tool instances ... | {
"schema": "wideseek_agent_session_v1",
"sample_id": "width:3:0:worker-0010",
"dataset_type": "width",
"pair_index": 0,
"source_idx": 3,
"source_trajectory_id": "3:0",
"trajectory_id": "width:3:0",
"session_id": "worker-0010",
"parent_session_id": "planner",
"role": "worker",
"item_f1": 0.8115942... |
[
{
"role": "system",
"content": "# Role\nYou are a main-agent working on a hard task. Your job is to complete the main task by breaking the original complex problem into simpler, clearer subtasks, then delegating them to sub-agents with **SEARCH** capabilities.\n\nYou must conduct reasoning inside <think> an... | [{"type":"function","function":{"name":"create_sub_agents","description":"Creates sub-agents that can perform specific tasks based on the input prompt. You can create multiple sub-agents concurrently within a single call, but you are limited to creating a maximum of ten sub-agents in any given call.","parameters":{"typ... | {
"schema": "wideseek_agent_session_v1",
"sample_id": "depth:0:0:planner",
"dataset_type": "depth",
"pair_index": 0,
"source_idx": 0,
"source_trajectory_id": "0:0",
"trajectory_id": "depth:0:0",
"session_id": "planner",
"parent_session_id": null,
"role": "planner",
"item_f1": 1,
"turn_count": 2,... |
[
{
"role": "system",
"content": "# Role\nYou are a sub-agent responsible for a specific part of a larger task. Your job is to complete your assigned subtask accurately using search and access tools with detailed evidence. You are not expected to solve the main task as a whole.\n\nYou must conduct reasoning i... | [{"type":"function","function":{"name":"search","description":"This is a search tool. Enter search queries, and it will return a list of web pages along with their corresponding summary information. You may search multiple queries simultaneously in a single call, but you are limited to a maximum of five tool instances ... | {
"schema": "wideseek_agent_session_v1",
"sample_id": "depth:0:0:worker-0001",
"dataset_type": "depth",
"pair_index": 0,
"source_idx": 0,
"source_trajectory_id": "0:0",
"trajectory_id": "depth:0:0",
"session_id": "worker-0001",
"parent_session_id": "planner",
"role": "worker",
"item_f1": 1,
"tur... |
[
{
"role": "system",
"content": "# Role\nYou are a main-agent working on a hard task. Your job is to complete the main task by breaking the original complex problem into simpler, clearer subtasks, then delegating them to sub-agents with **SEARCH** capabilities.\n\nYou must conduct reasoning inside <think> an... | [{"type":"function","function":{"name":"create_sub_agents","description":"Creates sub-agents that can perform specific tasks based on the input prompt. You can create multiple sub-agents concurrently within a single call, but you are limited to creating a maximum of ten sub-agents in any given call.","parameters":{"typ... | {
"schema": "wideseek_agent_session_v1",
"sample_id": "width:4:0:planner",
"dataset_type": "width",
"pair_index": 1,
"source_idx": 4,
"source_trajectory_id": "4:0",
"trajectory_id": "width:4:0",
"session_id": "planner",
"parent_session_id": null,
"role": "planner",
"item_f1": 0.8,
"turn_count": ... |
[
{
"role": "system",
"content": "# Role\nYou are a sub-agent responsible for a specific part of a larger task. Your job is to complete your assigned subtask accurately using search and access tools with detailed evidence. You are not expected to solve the main task as a whole.\n\nYou must conduct reasoning i... | [{"type":"function","function":{"name":"search","description":"This is a search tool. Enter search queries, and it will return a list of web pages along with their corresponding summary information. You may search multiple queries simultaneously in a single call, but you are limited to a maximum of five tool instances ... | {
"schema": "wideseek_agent_session_v1",
"sample_id": "width:4:0:worker-0004",
"dataset_type": "width",
"pair_index": 1,
"source_idx": 4,
"source_trajectory_id": "4:0",
"trajectory_id": "width:4:0",
"session_id": "worker-0004",
"parent_session_id": "planner",
"role": "worker",
"item_f1": 0.8,
"t... |
[
{
"role": "system",
"content": "# Role\nYou are a sub-agent responsible for a specific part of a larger task. Your job is to complete your assigned subtask accurately using search and access tools with detailed evidence. You are not expected to solve the main task as a whole.\n\nYou must conduct reasoning i... | [{"type":"function","function":{"name":"search","description":"This is a search tool. Enter search queries, and it will return a list of web pages along with their corresponding summary information. You may search multiple queries simultaneously in a single call, but you are limited to a maximum of five tool instances ... | {
"schema": "wideseek_agent_session_v1",
"sample_id": "width:4:0:worker-0008",
"dataset_type": "width",
"pair_index": 1,
"source_idx": 4,
"source_trajectory_id": "4:0",
"trajectory_id": "width:4:0",
"session_id": "worker-0008",
"parent_session_id": "planner",
"role": "worker",
"item_f1": 0.8,
"t... |
[{"role":"system","content":"# Role\nYou are a sub-agent responsible for a specific part of a larger(...TRUNCATED) | "[{\"type\":\"function\",\"function\":{\"name\":\"search\",\"description\":\"This is a search tool. (...TRUNCATED) | {"schema":"wideseek_agent_session_v1","sample_id":"width:4:0:worker-0001","dataset_type":"width","pa(...TRUNCATED) |
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WideSeek-R1 SFT Data
This dataset contains agent-level, multi-turn supervised fine-tuning trajectories for both width-only and depth-only tasks in WideSeek-R1.
Construction
The trajectories were generated by Qwen3-235B-A22B using the WideSeek-R1 multi-agent workflow with offline retrieval tools. Width and depth trajectories are balanced at the question level.
For each question-level trajectory, we retain one main-agent session and up to three subagent sessions, giving a target main-to-subagent ratio of 1:3. If fewer than three valid subagents are available, all available subagents are retained. When more than three are available, representative sessions are selected according to their turn lengths.
Each JSONL row represents one complete agent session and may contain multiple assistant turns. The dataset includes 1,903 width trajectories and 1,903 depth trajectories.
Format
Each row contains:
messages: the complete multi-turn message history for one agent;tools: the tool definitions available to that agent;metadata: the task type, agent role, trajectory identifiers, and related information.
from datasets import load_dataset
dataset = load_dataset("WideSeek-R1/WideSeek-R1-SFT-data")
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