tussiiiii/Qwen3-4B-AgentBench-Merged-v2-4
Text Generation • 4B • Updated • 7
messages listlengths 6 52 | metadata dict |
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{
"role": "system",
"content": "You are a household task-solving agent. Interact with the environment to complete the given task. At each step, you will receive an observation describing what you see. Think step by step about what to do next, then call the act function to execute your chosen action."
},
... | {
"task_type": "heat_and_place",
"description": "heat some egg and put it in/on countertop 1.",
"room_type": "kitchen",
"difficulty": "normal",
"num_steps": 27,
"has_recovery_steps": false,
"has_close_open": true,
"has_admissible": false,
"num_actions": 13,
"num_observations": 14,
"num_detours": 0... |
[
{
"role": "system",
"content": "You are a household task-solving agent. Interact with the environment to complete the given task. At each step, you will receive an observation describing what you see. Think step by step about what to do next, then call the act function to execute your chosen action."
},
... | {
"task_type": "clean_and_place",
"description": "rinse a soapbar and put it on the garbagecan 1.",
"room_type": "bathroom",
"difficulty": "normal",
"num_steps": 23,
"has_recovery_steps": false,
"has_close_open": false,
"has_admissible": true,
"num_actions": 11,
"num_observations": 12,
"num_detour... |
[
{
"role": "system",
"content": "You are a household task-solving agent. Interact with the environment to complete the given task. At each step, you will receive an observation describing what you see. Think step by step about what to do next, then call the act function to execute your chosen action."
},
... | {
"task_type": "pick_two",
"description": "gather two plates and place them in/on the fridge 1.",
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"difficulty": "normal",
"num_steps": 13,
"has_recovery_steps": false,
"has_close_open": false,
"has_admissible": true,
"num_actions": 6,
"num_observations": 7,
"num_detours": 6... |
[
{
"role": "user",
"content": "\nI will ask you a question, then you should help me operate a MySQL database with SQL to answer the question.\nYou have to explain the problem and your solution to me and write down your thoughts.\nAfter thinking and explaining thoroughly, every round you can choose to operate... | {
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[
{
"role": "system",
"content": "You are a household task-solving agent. Interact with the environment to complete the given task. At each step, you will receive an observation describing what you see. Think step by step about what to do next, then call the act function to execute your chosen action."
},
... | {
"task_type": "pick_and_place",
"description": "move a candle to the toilet 1.",
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"has_admissible": false,
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[
{
"role": "user",
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[
{
"role": "system",
"content": "You are a household task-solving agent. Interact with the environment to complete the given task. At each step, you will receive an observation describing what you see. Think step by step about what to do next, then call the act function to execute your chosen action."
},
... | {
"task_type": "heat_and_place",
"description": "microwave a egg and put it on the countertop 1.",
"room_type": "kitchen",
"difficulty": "normal",
"num_steps": 29,
"has_recovery_steps": false,
"has_close_open": true,
"has_admissible": false,
"num_actions": 14,
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"num_detours"... |
[
{
"role": "system",
"content": "You are a household task-solving agent. Interact with the environment to complete the given task. At each step, you will receive an observation describing what you see. Think step by step about what to do next, then call the act function to execute your chosen action."
},
... | {
"task_type": "examine",
"description": "examine the watch with the floorlamp 1.",
"room_type": "bedroom",
"difficulty": "hard",
"num_steps": 17,
"has_recovery_steps": false,
"has_close_open": false,
"has_admissible": false,
"num_actions": 8,
"num_observations": 9,
"num_detours": 4,
"num_recove... |
[
{
"role": "system",
"content": "You are a household task-solving agent. Interact with the environment to complete the given task. At each step, you will receive an observation describing what you see. Think step by step about what to do next, then call the act function to execute your chosen action."
},
... | {
"task_type": "cool_and_place",
"description": "chill a cup and place it in/on the shelf 1.",
"room_type": "kitchen",
"difficulty": "easy",
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"has_recovery_steps": false,
"has_close_open": true,
"has_admissible": false,
"num_actions": 10,
"num_observations": 11,
"num_detours": 0,
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[
{
"role": "user",
"content": "\nI will ask you a question, then you should help me operate a MySQL database with SQL to answer the question.\nYou have to explain the problem and your solution to me and write down your thoughts.\nAfter thinking and explaining thoroughly, every round you can choose to operate... | {
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[
{
"role": "system",
"content": "You are a household task-solving agent. Interact with the environment to complete the given task. At each step, you will receive an observation describing what you see. Think step by step about what to do next, then call the act function to execute your chosen action."
},
... | {
"task_type": "heat_and_place",
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[
{
"role": "system",
"content": "You are a household task-solving agent. Interact with the environment to complete the given task. At each step, you will receive an observation describing what you see. Think step by step about what to do next, then call the act function to execute your chosen action."
},
... | {
"task_type": "examine",
"description": "look at the pencil under the desklamp 1.",
"room_type": "livingroom",
"difficulty": "normal",
"num_steps": 13,
"has_recovery_steps": false,
"has_close_open": false,
"has_admissible": false,
"num_actions": 6,
"num_observations": 7,
"num_detours": 2,
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[
{
"role": "system",
"content": "You are a household task-solving agent. Interact with the environment to complete the given task. At each step, you will receive an observation describing what you see. Think step by step about what to do next, then call the act function to execute your chosen action."
},
... | {
"task_type": "pick_two",
"description": "find two keychains and put them in/on sidetable 1.",
"room_type": "livingroom",
"difficulty": "hard",
"num_steps": 37,
"has_recovery_steps": false,
"has_close_open": false,
"has_admissible": false,
"num_actions": 18,
"num_observations": 19,
"num_detours":... |
[
{
"role": "system",
"content": "You are a household task-solving agent. Interact with the environment to complete the given task. At each step, you will receive an observation describing what you see. Think step by step about what to do next, then call the act function to execute your chosen action."
},
... | {
"task_type": "cool_and_place",
"description": "cool some pot and put it in/on coffeemachine 1.",
"room_type": "kitchen",
"difficulty": "normal",
"num_steps": 31,
"has_recovery_steps": false,
"has_close_open": true,
"has_admissible": false,
"num_actions": 15,
"num_observations": 16,
"num_detours"... |
[
{
"role": "system",
"content": "You are a household task-solving agent. Interact with the environment to complete the given task. At each step, you will receive an observation describing what you see. Think step by step about what to do next, then call the act function to execute your chosen action."
},
... | {
"task_type": "pick_and_place",
"description": "locate a potato and place it in/on cabinet 1.",
"room_type": "kitchen",
"difficulty": "easy",
"num_steps": 11,
"has_recovery_steps": false,
"has_close_open": false,
"has_admissible": false,
"num_actions": 5,
"num_observations": 6,
"num_detours": 1,
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[
{
"role": "user",
"content": "\nI will ask you a question, then you should help me operate a MySQL database with SQL to answer the question.\nYou have to explain the problem and your solution to me and write down your thoughts.\nAfter thinking and explaining thoroughly, every round you can choose to operate... | {
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[
{
"role": "system",
"content": "You are a household task-solving agent. Interact with the environment to complete the given task. At each step, you will receive an observation describing what you see. Think step by step about what to do next, then call the act function to execute your chosen action."
},
... | {
"task_type": "pick_two",
"description": "pick up two saltshakers and put them in/on microwave 1.",
"room_type": "kitchen",
"difficulty": "normal",
"num_steps": 29,
"has_recovery_steps": false,
"has_close_open": false,
"has_admissible": false,
"num_actions": 14,
"num_observations": 15,
"num_detou... |
[
{
"role": "system",
"content": "You are a household task-solving agent. Interact with the environment to complete the given task. At each step, you will receive an observation describing what you see. Think step by step about what to do next, then call the act function to execute your chosen action."
},
... | {
"task_type": "heat_and_place",
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"room_type": "kitchen",
"difficulty": "hard",
"num_steps": 35,
"has_recovery_steps": false,
"has_close_open": true,
"has_admissible": false,
"num_actions": 17,
"num_observations": 18,
"num_detours": ... |
[
{
"role": "user",
"content": "\nI will ask you a question, then you should help me operate a MySQL database with SQL to answer the question.\nYou have to explain the problem and your solution to me and write down your thoughts.\nAfter thinking and explaining thoroughly, every round you can choose to operate... | {
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[
{
"role": "system",
"content": "You are a household task-solving agent. Interact with the environment to complete the given task. At each step, you will receive an observation describing what you see. Think step by step about what to do next, then call the act function to execute your chosen action."
},
... | {
"task_type": "cool_and_place",
"description": "find a plate, cool it, then put it in/on stoveburner 1.",
"room_type": "kitchen",
"difficulty": "easy",
"num_steps": 23,
"has_recovery_steps": false,
"has_close_open": true,
"has_admissible": false,
"num_actions": 11,
"num_observations": 12,
"num_de... |
[
{
"role": "system",
"content": "You are a household task-solving agent. Interact with the environment to complete the given task. At each step, you will receive an observation describing what you see. Think step by step about what to do next, then call the act function to execute your chosen action."
},
... | {
"task_type": "pick_two",
"description": "locate two boxs and place them on the dresser 1.",
"room_type": "bedroom",
"difficulty": "easy",
"num_steps": 19,
"has_recovery_steps": false,
"has_close_open": false,
"has_admissible": false,
"num_actions": 9,
"num_observations": 10,
"num_detours": 0,
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[
{
"role": "system",
"content": "You are a household task-solving agent. Interact with the environment to complete the given task. At each step, you will receive an observation describing what you see. Think step by step about what to do next, then call the act function to execute your chosen action."
},
... | {
"task_type": "examine",
"description": "look at the cellphone under the floorlamp 1.",
"room_type": "livingroom",
"difficulty": "normal",
"num_steps": 15,
"has_recovery_steps": false,
"has_close_open": false,
"has_admissible": true,
"num_actions": 7,
"num_observations": 8,
"num_detours": 2,
"n... |
[
{
"role": "user",
"content": "\nI will ask you a question, then you should help me operate a MySQL database with SQL to answer the question.\nYou have to explain the problem and your solution to me and write down your thoughts.\nAfter thinking and explaining thoroughly, every round you can choose to operate... | {
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[
{
"role": "system",
"content": "You are a household task-solving agent. Interact with the environment to complete the given task. At each step, you will receive an observation describing what you see. Think step by step about what to do next, then call the act function to execute your chosen action."
},
... | {
"task_type": "pick_two",
"description": "find two cups and put them in/on shelf 1.",
"room_type": "kitchen",
"difficulty": "easy",
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"has_close_open": false,
"has_admissible": false,
"num_actions": 8,
"num_observations": 9,
"num_detours": 0,
"num_rec... |
[
{
"role": "system",
"content": "You are a household task-solving agent. Interact with the environment to complete the given task. At each step, you will receive an observation describing what you see. Think step by step about what to do next, then call the act function to execute your chosen action."
},
... | {
"task_type": "pick_two",
"description": "find two books and put them in/on drawer 1.",
"room_type": "bedroom",
"difficulty": "easy",
"num_steps": 19,
"has_recovery_steps": false,
"has_close_open": false,
"has_admissible": false,
"num_actions": 9,
"num_observations": 10,
"num_detours": 0,
"num_... |
[
{
"role": "user",
"content": "\nI will ask you a question, then you should help me operate a MySQL database with SQL to answer the question.\nYou have to explain the problem and your solution to me and write down your thoughts.\nAfter thinking and explaining thoroughly, every round you can choose to operate... | {
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[
{
"role": "system",
"content": "You are a household task-solving agent. Interact with the environment to complete the given task. At each step, you will receive an observation describing what you see. Think step by step about what to do next, then call the act function to execute your chosen action."
},
... | {
"task_type": "examine",
"description": "inspect a statue with the desklamp 1.",
"room_type": "livingroom",
"difficulty": "normal",
"num_steps": 17,
"has_recovery_steps": true,
"has_close_open": false,
"has_admissible": true,
"num_actions": 8,
"num_observations": 9,
"num_detours": 3,
"num_recov... |
[
{
"role": "system",
"content": "You are a household task-solving agent. Interact with the environment to complete the given task. At each step, you will receive an observation describing what you see. Think step by step about what to do next, then call the act function to execute your chosen action."
},
... | {
"task_type": "cool_and_place",
"description": "find a bread, cool it, then put it in/on cabinet 1.",
"room_type": "kitchen",
"difficulty": "easy",
"num_steps": 23,
"has_recovery_steps": false,
"has_close_open": true,
"has_admissible": false,
"num_actions": 11,
"num_observations": 12,
"num_detour... |
[
{
"role": "system",
"content": "You are a household task-solving agent. Interact with the environment to complete the given task. At each step, you will receive an observation describing what you see. Think step by step about what to do next, then call the act function to execute your chosen action."
},
... | {
"task_type": "examine",
"description": "inspect a box with the desklamp 1.",
"room_type": "bedroom",
"difficulty": "hard",
"num_steps": 25,
"has_recovery_steps": false,
"has_close_open": false,
"has_admissible": false,
"num_actions": 12,
"num_observations": 13,
"num_detours": 5,
"num_recovery_... |
[
{
"role": "system",
"content": "You are a household task-solving agent. Interact with the environment to complete the given task. At each step, you will receive an observation describing what you see. Think step by step about what to do next, then call the act function to execute your chosen action."
},
... | {
"task_type": "pick_two",
"description": "locate two boxs and place them on the safe 1.",
"room_type": "bedroom",
"difficulty": "easy",
"num_steps": 17,
"has_recovery_steps": false,
"has_close_open": false,
"has_admissible": true,
"num_actions": 8,
"num_observations": 9,
"num_detours": 0,
"num_... |
[
{
"role": "system",
"content": "You are a household task-solving agent. Interact with the environment to complete the given task. At each step, you will receive an observation describing what you see. Think step by step about what to do next, then call the act function to execute your chosen action."
},
... | {
"task_type": "clean_and_place",
"description": "find a soapbar, clean it, then put it in/on countertop 1.",
"room_type": "bathroom",
"difficulty": "easy",
"num_steps": 15,
"has_recovery_steps": false,
"has_close_open": false,
"has_admissible": false,
"num_actions": 7,
"num_observations": 8,
"num... |
[
{
"role": "user",
"content": "\nI will ask you a question, then you should help me operate a MySQL database with SQL to answer the question.\nYou have to explain the problem and your solution to me and write down your thoughts.\nAfter thinking and explaining thoroughly, every round you can choose to operate... | {
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{
"role": "system",
"content": "You are a household task-solving agent. Interact with the environment to complete the given task. At each step, you will receive an observation describing what you see. Think step by step about what to do next, then call the act function to execute your chosen action."
},
... | {
"task_type": "clean_and_place",
"description": "clean some cloth and put it in/on bathtubbasin 1.",
"room_type": "bathroom",
"difficulty": "hard",
"num_steps": 23,
"has_recovery_steps": false,
"has_close_open": false,
"has_admissible": false,
"num_actions": 11,
"num_observations": 12,
"num_detou... |
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{
"role": "system",
"content": "You are a household task-solving agent. Interact with the environment to complete the given task. At each step, you will receive an observation describing what you see. Think step by step about what to do next, then call the act function to execute your chosen action."
},
... | {
"task_type": "pick_two",
"description": "put two tennisrackets in/on laundryhamper 1.",
"room_type": "bedroom",
"difficulty": "easy",
"num_steps": 19,
"has_recovery_steps": false,
"has_close_open": false,
"has_admissible": false,
"num_actions": 9,
"num_observations": 10,
"num_detours": 0,
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{
"role": "system",
"content": "You are a household task-solving agent. Interact with the environment to complete the given task. At each step, you will receive an observation describing what you see. Think step by step about what to do next, then call the act function to execute your chosen action."
},
... | {
"task_type": "cool_and_place",
"description": "refrigerate a winebottle and put it on the drawer 1.",
"room_type": "kitchen",
"difficulty": "hard",
"num_steps": 33,
"has_recovery_steps": false,
"has_close_open": true,
"has_admissible": true,
"num_actions": 16,
"num_observations": 17,
"num_detour... |
[
{
"role": "system",
"content": "You are a household task-solving agent. Interact with the environment to complete the given task. At each step, you will receive an observation describing what you see. Think step by step about what to do next, then call the act function to execute your chosen action."
},
... | {
"task_type": "cool_and_place",
"description": "refrigerate a egg and put it on the garbagecan 1.",
"room_type": "kitchen",
"difficulty": "hard",
"num_steps": 31,
"has_recovery_steps": false,
"has_close_open": true,
"has_admissible": false,
"num_actions": 15,
"num_observations": 16,
"num_detours"... |
[
{
"role": "system",
"content": "You are a household task-solving agent. Interact with the environment to complete the given task. At each step, you will receive an observation describing what you see. Think step by step about what to do next, then call the act function to execute your chosen action."
},
... | {
"task_type": "pick_two",
"description": "put two desklamps in/on bed 1.",
"room_type": "bedroom",
"difficulty": "hard",
"num_steps": 47,
"has_recovery_steps": true,
"has_close_open": false,
"has_admissible": true,
"num_actions": 23,
"num_observations": 24,
"num_detours": 12,
"num_recovery_step... |
[
{
"role": "system",
"content": "You are a household task-solving agent. Interact with the environment to complete the given task. At each step, you will receive an observation describing what you see. Think step by step about what to do next, then call the act function to execute your chosen action."
},
... | {
"task_type": "examine",
"description": "find a box and examine it with the floorlamp 1.",
"room_type": "livingroom",
"difficulty": "hard",
"num_steps": 21,
"has_recovery_steps": false,
"has_close_open": false,
"has_admissible": false,
"num_actions": 10,
"num_observations": 11,
"num_detours": 5,
... |
[
{
"role": "system",
"content": "You are a household task-solving agent. Interact with the environment to complete the given task. At each step, you will receive an observation describing what you see. Think step by step about what to do next, then call the act function to execute your chosen action."
},
... | {
"task_type": "clean_and_place",
"description": "rinse a mug and put it on the coffeemachine 1.",
"room_type": "kitchen",
"difficulty": "normal",
"num_steps": 19,
"has_recovery_steps": false,
"has_close_open": false,
"has_admissible": false,
"num_actions": 9,
"num_observations": 10,
"num_detours"... |
[
{
"role": "system",
"content": "You are a household task-solving agent. Interact with the environment to complete the given task. At each step, you will receive an observation describing what you see. Think step by step about what to do next, then call the act function to execute your chosen action."
},
... | {
"task_type": "cool_and_place",
"description": "cool some winebottle and put it in/on sinkbasin 1.",
"room_type": "kitchen",
"difficulty": "easy",
"num_steps": 21,
"has_recovery_steps": false,
"has_close_open": true,
"has_admissible": true,
"num_actions": 10,
"num_observations": 11,
"num_detours"... |
[
{
"role": "user",
"content": "\nI will ask you a question, then you should help me operate a MySQL database with SQL to answer the question.\nYou have to explain the problem and your solution to me and write down your thoughts.\nAfter thinking and explaining thoroughly, every round you can choose to operate... | {
"task_type": null,
"description": null,
"room_type": null,
"difficulty": null,
"num_steps": null,
"has_recovery_steps": null,
"has_close_open": null,
"has_admissible": null,
"num_actions": null,
"num_observations": null,
"num_detours": null,
"num_recovery_steps": null,
"has_open_action": nul... |
[
{
"role": "system",
"content": "You are a household task-solving agent. Interact with the environment to complete the given task. At each step, you will receive an observation describing what you see. Think step by step about what to do next, then call the act function to execute your chosen action."
},
... | {
"task_type": "examine",
"description": "inspect a statue with the floorlamp 1.",
"room_type": "bedroom",
"difficulty": "hard",
"num_steps": 9,
"has_recovery_steps": false,
"has_close_open": false,
"has_admissible": true,
"num_actions": 4,
"num_observations": 5,
"num_detours": 4,
"num_recovery_... |
[
{
"role": "system",
"content": "You are a household task-solving agent. Interact with the environment to complete the given task. At each step, you will receive an observation describing what you see. Think step by step about what to do next, then call the act function to execute your chosen action."
},
... | {
"task_type": "examine",
"description": "look at the book under the floorlamp 1.",
"room_type": "bedroom",
"difficulty": "hard",
"num_steps": 21,
"has_recovery_steps": false,
"has_close_open": false,
"has_admissible": false,
"num_actions": 10,
"num_observations": 11,
"num_detours": 4,
"num_reco... |
[
{
"role": "system",
"content": "You are a household task-solving agent. Interact with the environment to complete the given task. At each step, you will receive an observation describing what you see. Think step by step about what to do next, then call the act function to execute your chosen action."
},
... | {
"task_type": "examine",
"description": "use the desklamp 1 to examine a tissuebox.",
"room_type": "livingroom",
"difficulty": "normal",
"num_steps": 13,
"has_recovery_steps": false,
"has_close_open": false,
"has_admissible": false,
"num_actions": 6,
"num_observations": 7,
"num_detours": 1,
"nu... |
[
{
"role": "user",
"content": "\nI will ask you a question, then you should help me operate a MySQL database with SQL to answer the question.\nYou have to explain the problem and your solution to me and write down your thoughts.\nAfter thinking and explaining thoroughly, every round you can choose to operate... | {
"task_type": null,
"description": null,
"room_type": null,
"difficulty": null,
"num_steps": null,
"has_recovery_steps": null,
"has_close_open": null,
"has_admissible": null,
"num_actions": null,
"num_observations": null,
"num_detours": null,
"num_recovery_steps": null,
"has_open_action": nul... |
[
{
"role": "user",
"content": "\nI will ask you a question, then you should help me operate a MySQL database with SQL to answer the question.\nYou have to explain the problem and your solution to me and write down your thoughts.\nAfter thinking and explaining thoroughly, every round you can choose to operate... | {
"task_type": null,
"description": null,
"room_type": null,
"difficulty": null,
"num_steps": null,
"has_recovery_steps": null,
"has_close_open": null,
"has_admissible": null,
"num_actions": null,
"num_observations": null,
"num_detours": null,
"num_recovery_steps": null,
"has_open_action": nul... |
[
{
"role": "system",
"content": "You are a household task-solving agent. Interact with the environment to complete the given task. At each step, you will receive an observation describing what you see. Think step by step about what to do next, then call the act function to execute your chosen action."
},
... | {
"task_type": "pick_and_place",
"description": "locate a creditcard and place it in/on sidetable 1.",
"room_type": "bedroom",
"difficulty": "normal",
"num_steps": 15,
"has_recovery_steps": false,
"has_close_open": false,
"has_admissible": false,
"num_actions": 7,
"num_observations": 8,
"num_detou... |
[
{
"role": "user",
"content": "\nI will ask you a question, then you should help me operate a MySQL database with SQL to answer the question.\nYou have to explain the problem and your solution to me and write down your thoughts.\nAfter thinking and explaining thoroughly, every round you can choose to operate... | {
"task_type": null,
"description": null,
"room_type": null,
"difficulty": null,
"num_steps": null,
"has_recovery_steps": null,
"has_close_open": null,
"has_admissible": null,
"num_actions": null,
"num_observations": null,
"num_detours": null,
"num_recovery_steps": null,
"has_open_action": nul... |
[
{
"role": "system",
"content": "You are a household task-solving agent. Interact with the environment to complete the given task. At each step, you will receive an observation describing what you see. Think step by step about what to do next, then call the act function to execute your chosen action."
},
... | {
"task_type": "heat_and_place",
"description": "warm up a bowl and place it in/on the sinkbasin 1.",
"room_type": "kitchen",
"difficulty": "easy",
"num_steps": 11,
"has_recovery_steps": false,
"has_close_open": false,
"has_admissible": false,
"num_actions": 5,
"num_observations": 6,
"num_detours"... |
End of preview. Expand in Data Studio
AgentBench SFT Mix (ALFWorld + DBBench)
This dataset is a mixed SFT dataset created by concatenating and shuffling:
- u-10bei/sft_alfworld_trajectory_dataset_v5
- u-10bei/dbbench_sft_dataset_react_v4
Fields
- messages: multi-turn chat messages (role/content)
- tools: optional tool schemas (if present)
Credits
This dataset is a mixed and reformatted version of the original datasets listed above.
Please refer to each source dataset for their respective licenses and terms. No claim of ownership is made over the original content. All credit belongs to the respective authors.
If you are the original author and have any concerns, please contact us.
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