system
string | game_name
string | images
images list | problem
string | answers
string | action
string | last_action
sequence | reward
sequence | prev_state
sequence | current_state
unknown |
|---|---|---|---|---|---|---|---|---|---|
You are an advanced Vision-Language Model (VLM) designed to play video games which will be given with 2 game images if available, and you need to analysis the previous game image and current game image to determine the next move. Each game is skipped by 4 frames.
Follow the steps below to determine the optimal move:
1. First, analyze the game state of the last input image from the 2 input images by reasoning about eight visual categories:
- **Agent Location Category** (e.g., player, agent position)
- **Small Object Location Category** (e.g., ball, missile position)
- **Other Object Location Category** (e.g., brick, wall position)
- **Score**
- **Clock**
- **Lives**
- **Display**
- **Miscellaneous Category** (e.g., count, existence, level, direction)
If no objects are present in a specific category, state that no relevant objects are detected.
Use the following reasoning format as an example:
<think> First, I need to reason about the game state by examining each category one by one. </think>
<think> Agent Location Category: [Agent] is at [location]. </think>
<think> Small Object Location Category: [Small Object] is at [location]. </think>
<think> Other Object Location Category: [Other Object] is at [location]. </think>
<think> Score[Score] is [value] and is at [location]. </think>
<think> Clock: [Clock] is [value] and is at [location]. </think>
<think> Lives: [Lives] is [value] and is at [location]. </think>
<think> Display: [Display] is [value] and is at [location]. </think>
<think> Miscellaneous Category: [Miscellaneous information]. </think>
2. Next, analyze the agent, small, and other object(if exist) movement trajectories from the current and previous game image. The directions are:
- **object Movement**: direction from left, right, up, down, upleft, upright, downleft, downright, and steady.
If no previous image is available, also state that they are moving steady.
<think> The [object name] is moving [Direction]. </think>
...<think> The [object name] is moving [Direction]. </think>
3. Then, identify the set of legal actions. These may include:
NOOP, FIRE, UP, RIGHT, LEFT, DOWN, UPRIGHT, UPLEFT, DOWNRIGHT, DOWNLEFT,
UPFIRE, RIGHTFIRE, LEFTFIRE, DOWNFIRE, UPRIGHTFIRE, UPLEFTFIRE, DOWNRIGHTFIRE, DOWNLEFTFIRE
<think> The legal actions are [list of legal actions]. </think>
4. Finally, decide and state the best next action:
<answer> Thus, my next move is [selected action]. </answer>
|
BerzerkNoFrameskip-v4
|
You are playing a Video game. It is your turn to move. What is the next move?
|
<think> First, I need to reason about the game state by examining each category one by one. </think>
<think> Agent Location Category: player is at upper-center left. </think>
<think> Small Object Location Category: missile is at up left. </think>
<think> Other Object Location Category: Enemy 1 is at up left-center; Enemy 2 is at up right-center; Enemy 3 is at upper-center left-center; Enemy 4 is at upper-center left; Enemy 5 is at bottom right; Enemy 6 is at bottom left; Enemy 7 is at bottom left. </think>
<think> Score Category: score is 0 and is at bottom. </think>
<think> Clock Category: no relevant objects present. </think>
<think> Lives Category: no relevant objects present. </think>
<think> Display Category: no relevant objects present. </think>
<think> Miscellaneous Category: no relevant objects present. </think>
<think> Next, I need to analyze any moving objects' trajectories from the current game image and previous game image. </think>
<think> The player is moving downright. </think>
<think> Then, I need to identify the set of legal actions. </think>
<think> The legal actions are NOOP, FIRE, UP, RIGHT, LEFT, DOWN, UPRIGHT, UPLEFT, DOWNRIGHT, DOWNLEFT, UPFIRE, RIGHTFIRE, LEFTFIRE, DOWNFIRE, UPRIGHTFIRE, UPLEFTFIRE, DOWNRIGHTFIRE, DOWNLEFTFIRE. </think>
<answer> Thus, my next move is LEFT. </answer>
|
LEFT
|
[
"NOOP",
"NOOP"
] |
[
0
] |
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|
|
You are an advanced Vision-Language Model (VLM) designed to play video games which will be given with 2 game images if available, and you need to analysis the previous game image and current game image to determine the next move. Each game is skipped by 4 frames.
Follow the steps below to determine the optimal move:
1. First, analyze the game state of the last input image from the 2 input images by reasoning about eight visual categories:
- **Agent Location Category** (e.g., player, agent position)
- **Small Object Location Category** (e.g., ball, missile position)
- **Other Object Location Category** (e.g., brick, wall position)
- **Score**
- **Clock**
- **Lives**
- **Display**
- **Miscellaneous Category** (e.g., count, existence, level, direction)
If no objects are present in a specific category, state that no relevant objects are detected.
Use the following reasoning format as an example:
<think> First, I need to reason about the game state by examining each category one by one. </think>
<think> Agent Location Category: [Agent] is at [location]. </think>
<think> Small Object Location Category: [Small Object] is at [location]. </think>
<think> Other Object Location Category: [Other Object] is at [location]. </think>
<think> Score[Score] is [value] and is at [location]. </think>
<think> Clock: [Clock] is [value] and is at [location]. </think>
<think> Lives: [Lives] is [value] and is at [location]. </think>
<think> Display: [Display] is [value] and is at [location]. </think>
<think> Miscellaneous Category: [Miscellaneous information]. </think>
2. Next, analyze the agent, small, and other object(if exist) movement trajectories from the current and previous game image. The directions are:
- **object Movement**: direction from left, right, up, down, upleft, upright, downleft, downright, and steady.
If no previous image is available, also state that they are moving steady.
<think> The [object name] is moving [Direction]. </think>
...<think> The [object name] is moving [Direction]. </think>
3. Then, identify the set of legal actions. These may include:
NOOP, FIRE, UP, RIGHT, LEFT, DOWN, UPRIGHT, UPLEFT, DOWNRIGHT, DOWNLEFT,
UPFIRE, RIGHTFIRE, LEFTFIRE, DOWNFIRE, UPRIGHTFIRE, UPLEFTFIRE, DOWNRIGHTFIRE, DOWNLEFTFIRE
<think> The legal actions are [list of legal actions]. </think>
4. Finally, decide and state the best next action:
<answer> Thus, my next move is [selected action]. </answer>
|
BerzerkNoFrameskip-v4
|
You are playing a Video game. It is your turn to move. What is the next move?
|
<think> First, I need to reason about the game state by examining each category one by one. </think>
<think> Agent Location Category: player is at upper-center left. </think>
<think> Small Object Location Category: missile is at up left. </think>
<think> Other Object Location Category: Enemy 1 is at up left-center; Enemy 2 is at up right-center; Enemy 3 is at upper-center left-center; Enemy 4 is at upper-center left; Enemy 5 is at bottom right; Enemy 6 is at bottom left; Enemy 7 is at bottom left. </think>
<think> Score Category: score is 0 and is at bottom. </think>
<think> Clock Category: no relevant objects present. </think>
<think> Lives Category: no relevant objects present. </think>
<think> Display Category: no relevant objects present. </think>
<think> Miscellaneous Category: no relevant objects present. </think>
<think> Next, I need to analyze any moving objects' trajectories from the current game image and previous game image. </think>
<think> The player is moving steady. </think>
<think> Then, I need to identify the set of legal actions. </think>
<think> The legal actions are NOOP, FIRE, UP, RIGHT, LEFT, DOWN, UPRIGHT, UPLEFT, DOWNRIGHT, DOWNLEFT, UPFIRE, RIGHTFIRE, LEFTFIRE, DOWNFIRE, UPRIGHTFIRE, UPLEFTFIRE, DOWNRIGHTFIRE, DOWNLEFTFIRE. </think>
<answer> Thus, my next move is UPLEFT. </answer>
|
UPLEFT
|
[
"NOOP",
"LEFT"
] |
[
0
] |
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|
You are an advanced Vision-Language Model (VLM) designed to play video games which will be given with 2 game images if available, and you need to analysis the previous game image and current game image to determine the next move. Each game is skipped by 4 frames.
Follow the steps below to determine the optimal move:
1. First, analyze the game state of the last input image from the 2 input images by reasoning about eight visual categories:
- **Agent Location Category** (e.g., player, agent position)
- **Small Object Location Category** (e.g., ball, missile position)
- **Other Object Location Category** (e.g., brick, wall position)
- **Score**
- **Clock**
- **Lives**
- **Display**
- **Miscellaneous Category** (e.g., count, existence, level, direction)
If no objects are present in a specific category, state that no relevant objects are detected.
Use the following reasoning format as an example:
<think> First, I need to reason about the game state by examining each category one by one. </think>
<think> Agent Location Category: [Agent] is at [location]. </think>
<think> Small Object Location Category: [Small Object] is at [location]. </think>
<think> Other Object Location Category: [Other Object] is at [location]. </think>
<think> Score[Score] is [value] and is at [location]. </think>
<think> Clock: [Clock] is [value] and is at [location]. </think>
<think> Lives: [Lives] is [value] and is at [location]. </think>
<think> Display: [Display] is [value] and is at [location]. </think>
<think> Miscellaneous Category: [Miscellaneous information]. </think>
2. Next, analyze the agent, small, and other object(if exist) movement trajectories from the current and previous game image. The directions are:
- **object Movement**: direction from left, right, up, down, upleft, upright, downleft, downright, and steady.
If no previous image is available, also state that they are moving steady.
<think> The [object name] is moving [Direction]. </think>
...<think> The [object name] is moving [Direction]. </think>
3. Then, identify the set of legal actions. These may include:
NOOP, FIRE, UP, RIGHT, LEFT, DOWN, UPRIGHT, UPLEFT, DOWNRIGHT, DOWNLEFT,
UPFIRE, RIGHTFIRE, LEFTFIRE, DOWNFIRE, UPRIGHTFIRE, UPLEFTFIRE, DOWNRIGHTFIRE, DOWNLEFTFIRE
<think> The legal actions are [list of legal actions]. </think>
4. Finally, decide and state the best next action:
<answer> Thus, my next move is [selected action]. </answer>
|
BerzerkNoFrameskip-v4
|
You are playing a Video game. It is your turn to move. What is the next move?
|
<think> First, I need to reason about the game state by examining each category one by one. </think>
<think> Agent Location Category: player is at upper-center left. </think>
<think> Small Object Location Category: missile is at upper-center left. </think>
<think> Other Object Location Category: Enemy 1 is at up left-center; Enemy 2 is at up right-center; Enemy 3 is at upper-center left-center; Enemy 4 is at upper-center left; Enemy 5 is at bottom right; Enemy 6 is at bottom left; Enemy 7 is at bottom left. </think>
<think> Score Category: score is 0 and is at bottom. </think>
<think> Clock Category: no relevant objects present. </think>
<think> Lives Category: no relevant objects present. </think>
<think> Display Category: no relevant objects present. </think>
<think> Miscellaneous Category: no relevant objects present. </think>
<think> Next, I need to analyze any moving objects' trajectories from the current game image and previous game image. </think>
<think> The player is moving steady. </think>
<think> Then, I need to identify the set of legal actions. </think>
<think> The legal actions are NOOP, FIRE, UP, RIGHT, LEFT, DOWN, UPRIGHT, UPLEFT, DOWNRIGHT, DOWNLEFT, UPFIRE, RIGHTFIRE, LEFTFIRE, DOWNFIRE, UPRIGHTFIRE, UPLEFTFIRE, DOWNRIGHTFIRE, DOWNLEFTFIRE. </think>
<answer> Thus, my next move is FIRE. </answer>
|
FIRE
|
[
"LEFT",
"UPLEFT"
] |
[
0
] |
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|
|
You are an advanced Vision-Language Model (VLM) designed to play video games which will be given with 2 game images if available, and you need to analysis the previous game image and current game image to determine the next move. Each game is skipped by 4 frames.
Follow the steps below to determine the optimal move:
1. First, analyze the game state of the last input image from the 2 input images by reasoning about eight visual categories:
- **Agent Location Category** (e.g., player, agent position)
- **Small Object Location Category** (e.g., ball, missile position)
- **Other Object Location Category** (e.g., brick, wall position)
- **Score**
- **Clock**
- **Lives**
- **Display**
- **Miscellaneous Category** (e.g., count, existence, level, direction)
If no objects are present in a specific category, state that no relevant objects are detected.
Use the following reasoning format as an example:
<think> First, I need to reason about the game state by examining each category one by one. </think>
<think> Agent Location Category: [Agent] is at [location]. </think>
<think> Small Object Location Category: [Small Object] is at [location]. </think>
<think> Other Object Location Category: [Other Object] is at [location]. </think>
<think> Score[Score] is [value] and is at [location]. </think>
<think> Clock: [Clock] is [value] and is at [location]. </think>
<think> Lives: [Lives] is [value] and is at [location]. </think>
<think> Display: [Display] is [value] and is at [location]. </think>
<think> Miscellaneous Category: [Miscellaneous information]. </think>
2. Next, analyze the agent, small, and other object(if exist) movement trajectories from the current and previous game image. The directions are:
- **object Movement**: direction from left, right, up, down, upleft, upright, downleft, downright, and steady.
If no previous image is available, also state that they are moving steady.
<think> The [object name] is moving [Direction]. </think>
...<think> The [object name] is moving [Direction]. </think>
3. Then, identify the set of legal actions. These may include:
NOOP, FIRE, UP, RIGHT, LEFT, DOWN, UPRIGHT, UPLEFT, DOWNRIGHT, DOWNLEFT,
UPFIRE, RIGHTFIRE, LEFTFIRE, DOWNFIRE, UPRIGHTFIRE, UPLEFTFIRE, DOWNRIGHTFIRE, DOWNLEFTFIRE
<think> The legal actions are [list of legal actions]. </think>
4. Finally, decide and state the best next action:
<answer> Thus, my next move is [selected action]. </answer>
|
BerzerkNoFrameskip-v4
|
You are playing a Video game. It is your turn to move. What is the next move?
|
<think> First, I need to reason about the game state by examining each category one by one. </think>
<think> Agent Location Category: player is at upper-center left. </think>
<think> Small Object Location Category: missile is at upper-center left. </think>
<think> Other Object Location Category: Enemy 1 is at up left-center; Enemy 2 is at up right-center; Enemy 3 is at upper-center left-center; Enemy 4 is at upper-center left; Enemy 5 is at bottom right; Enemy 6 is at bottom left; Enemy 7 is at bottom left. </think>
<think> Score Category: score is 0 and is at bottom. </think>
<think> Clock Category: no relevant objects present. </think>
<think> Lives Category: no relevant objects present. </think>
<think> Display Category: no relevant objects present. </think>
<think> Miscellaneous Category: no relevant objects present. </think>
<think> Next, I need to analyze any moving objects' trajectories from the current game image and previous game image. </think>
<think> The player is moving upleft. </think>
<think> Then, I need to identify the set of legal actions. </think>
<think> The legal actions are NOOP, FIRE, UP, RIGHT, LEFT, DOWN, UPRIGHT, UPLEFT, DOWNRIGHT, DOWNLEFT, UPFIRE, RIGHTFIRE, LEFTFIRE, DOWNFIRE, UPRIGHTFIRE, UPLEFTFIRE, DOWNRIGHTFIRE, DOWNLEFTFIRE. </think>
<answer> Thus, my next move is UPLEFT. </answer>
|
UPLEFT
|
[
"UPLEFT",
"FIRE"
] |
[
0
] |
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|
|
You are an advanced Vision-Language Model (VLM) designed to play video games which will be given with 2 game images if available, and you need to analysis the previous game image and current game image to determine the next move. Each game is skipped by 4 frames.
Follow the steps below to determine the optimal move:
1. First, analyze the game state of the last input image from the 2 input images by reasoning about eight visual categories:
- **Agent Location Category** (e.g., player, agent position)
- **Small Object Location Category** (e.g., ball, missile position)
- **Other Object Location Category** (e.g., brick, wall position)
- **Score**
- **Clock**
- **Lives**
- **Display**
- **Miscellaneous Category** (e.g., count, existence, level, direction)
If no objects are present in a specific category, state that no relevant objects are detected.
Use the following reasoning format as an example:
<think> First, I need to reason about the game state by examining each category one by one. </think>
<think> Agent Location Category: [Agent] is at [location]. </think>
<think> Small Object Location Category: [Small Object] is at [location]. </think>
<think> Other Object Location Category: [Other Object] is at [location]. </think>
<think> Score[Score] is [value] and is at [location]. </think>
<think> Clock: [Clock] is [value] and is at [location]. </think>
<think> Lives: [Lives] is [value] and is at [location]. </think>
<think> Display: [Display] is [value] and is at [location]. </think>
<think> Miscellaneous Category: [Miscellaneous information]. </think>
2. Next, analyze the agent, small, and other object(if exist) movement trajectories from the current and previous game image. The directions are:
- **object Movement**: direction from left, right, up, down, upleft, upright, downleft, downright, and steady.
If no previous image is available, also state that they are moving steady.
<think> The [object name] is moving [Direction]. </think>
...<think> The [object name] is moving [Direction]. </think>
3. Then, identify the set of legal actions. These may include:
NOOP, FIRE, UP, RIGHT, LEFT, DOWN, UPRIGHT, UPLEFT, DOWNRIGHT, DOWNLEFT,
UPFIRE, RIGHTFIRE, LEFTFIRE, DOWNFIRE, UPRIGHTFIRE, UPLEFTFIRE, DOWNRIGHTFIRE, DOWNLEFTFIRE
<think> The legal actions are [list of legal actions]. </think>
4. Finally, decide and state the best next action:
<answer> Thus, my next move is [selected action]. </answer>
|
BerzerkNoFrameskip-v4
|
You are playing a Video game. It is your turn to move. What is the next move?
|
<think> First, I need to reason about the game state by examining each category one by one. </think>
<think> Agent Location Category: player is at upper-center left. </think>
<think> Small Object Location Category: missile is at upper-center left. </think>
<think> Other Object Location Category: Enemy 1 is at up left-center; Enemy 2 is at up right-center; Enemy 3 is at upper-center left-center; Enemy 4 is at upper-center left; Enemy 5 is at bottom right; Enemy 6 is at bottom left; Enemy 7 is at bottom left. </think>
<think> Score Category: score is 0 and is at bottom. </think>
<think> Clock Category: no relevant objects present. </think>
<think> Lives Category: no relevant objects present. </think>
<think> Display Category: no relevant objects present. </think>
<think> Miscellaneous Category: no relevant objects present. </think>
<think> Next, I need to analyze any moving objects' trajectories from the current game image and previous game image. </think>
<think> The player is moving steady. </think>
<think> Then, I need to identify the set of legal actions. </think>
<think> The legal actions are NOOP, FIRE, UP, RIGHT, LEFT, DOWN, UPRIGHT, UPLEFT, DOWNRIGHT, DOWNLEFT, UPFIRE, RIGHTFIRE, LEFTFIRE, DOWNFIRE, UPRIGHTFIRE, UPLEFTFIRE, DOWNRIGHTFIRE, DOWNLEFTFIRE. </think>
<answer> Thus, my next move is DOWNLEFT. </answer>
|
DOWNLEFT
|
[
"FIRE",
"UPLEFT"
] |
[
0
] |
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|
|
"You are an advanced Vision-Language Model (VLM) designed to play video games which will be given wi(...TRUNCATED)
|
BerzerkNoFrameskip-v4
| [{"src":"https://datasets-server.huggingface.co/assets/liyang619/29Apr_dataset_Meta/--/{dataset_git_(...TRUNCATED)
|
You are playing a Video game. It is your turn to move. What is the next move?
| "<think> First, I need to reason about the game state by examining each category one by one. </think(...TRUNCATED)
|
DOWNLEFT
|
[
"UPLEFT",
"DOWNLEFT"
] |
[
0
] | ["gASVVB4AAAAAAACMDmFsZV9weS5fYWxlX3B5lIwIQUxFU3RhdGWUk5QpgZRCKR4AAPc8BgD3PAYAQAAAACwAAAABAAAAAAAAAA(...TRUNCATED)
| "gASVVB4AAAAAAACMDmFsZV9weS5fYWxlX3B5lIwIQUxFU3RhdGWUk5QpgZRCKR4AAPc8BgD3PAYASAAAADQAAAABAAAAAAAAAAU(...TRUNCATED)
|
"You are an advanced Vision-Language Model (VLM) designed to play video games which will be given wi(...TRUNCATED)
|
BerzerkNoFrameskip-v4
| [{"src":"https://datasets-server.huggingface.co/assets/liyang619/29Apr_dataset_Meta/--/{dataset_git_(...TRUNCATED)
|
You are playing a Video game. It is your turn to move. What is the next move?
| "<think> First, I need to reason about the game state by examining each category one by one. </think(...TRUNCATED)
|
UPLEFTFIRE
|
[
"DOWNLEFT",
"DOWNLEFT"
] |
[
1
] | ["gASVVB4AAAAAAACMDmFsZV9weS5fYWxlX3B5lIwIQUxFU3RhdGWUk5QpgZRCKR4AAPc8BgD3PAYARAAAADAAAAABAAAAAAAAAA(...TRUNCATED)
| "gASVVB4AAAAAAACMDmFsZV9weS5fYWxlX3B5lIwIQUxFU3RhdGWUk5QpgZRCKR4AAPc8BgD3PAYATAAAADgAAAABAAAAAAAAAAU(...TRUNCATED)
|
"You are an advanced Vision-Language Model (VLM) designed to play video games which will be given wi(...TRUNCATED)
|
BerzerkNoFrameskip-v4
| [{"src":"https://datasets-server.huggingface.co/assets/liyang619/29Apr_dataset_Meta/--/{dataset_git_(...TRUNCATED)
|
You are playing a Video game. It is your turn to move. What is the next move?
| "<think> First, I need to reason about the game state by examining each category one by one. </think(...TRUNCATED)
|
LEFT
|
[
"DOWNLEFT",
"UPLEFTFIRE"
] |
[
0
] | ["gASVVB4AAAAAAACMDmFsZV9weS5fYWxlX3B5lIwIQUxFU3RhdGWUk5QpgZRCKR4AAPc8BgD3PAYASAAAADQAAAABAAAAAAAAAA(...TRUNCATED)
| "gASVVB4AAAAAAACMDmFsZV9weS5fYWxlX3B5lIwIQUxFU3RhdGWUk5QpgZRCKR4AAPc8BgD3PAYAUAAAADwAAAABAAAAAAAAAAU(...TRUNCATED)
|
"You are an advanced Vision-Language Model (VLM) designed to play video games which will be given wi(...TRUNCATED)
|
BerzerkNoFrameskip-v4
| [{"src":"https://datasets-server.huggingface.co/assets/liyang619/29Apr_dataset_Meta/--/{dataset_git_(...TRUNCATED)
|
You are playing a Video game. It is your turn to move. What is the next move?
| "<think> First, I need to reason about the game state by examining each category one by one. </think(...TRUNCATED)
|
UPLEFTFIRE
|
[
"UPLEFTFIRE",
"LEFT"
] |
[
0
] | ["gASVVB4AAAAAAACMDmFsZV9weS5fYWxlX3B5lIwIQUxFU3RhdGWUk5QpgZRCKR4AAPc8BgD3PAYATAAAADgAAAABAAAAAAAAAA(...TRUNCATED)
| "gASVVB4AAAAAAACMDmFsZV9weS5fYWxlX3B5lIwIQUxFU3RhdGWUk5QpgZRCKR4AAPc8BgD3PAYAVAAAAEAAAAABAAAAAAAAAAU(...TRUNCATED)
|
"You are an advanced Vision-Language Model (VLM) designed to play video games which will be given wi(...TRUNCATED)
|
BerzerkNoFrameskip-v4
| [{"src":"https://datasets-server.huggingface.co/assets/liyang619/29Apr_dataset_Meta/--/{dataset_git_(...TRUNCATED)
|
You are playing a Video game. It is your turn to move. What is the next move?
| "<think> First, I need to reason about the game state by examining each category one by one. </think(...TRUNCATED)
|
UPLEFTFIRE
|
[
"LEFT",
"UPLEFTFIRE"
] |
[
0
] | ["gASVVB4AAAAAAACMDmFsZV9weS5fYWxlX3B5lIwIQUxFU3RhdGWUk5QpgZRCKR4AAPc8BgD3PAYAUAAAADwAAAABAAAAAAAAAA(...TRUNCATED)
| "gASVVB4AAAAAAACMDmFsZV9weS5fYWxlX3B5lIwIQUxFU3RhdGWUk5QpgZRCKR4AAPc8BgD3PAYAWAAAAEQAAAABAAAAAAAAAAU(...TRUNCATED)
|
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