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sayed-mc-bot-v5

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{
 "version": "5.2.0",
 "features": 80,
 "actions": 56,
 "dirs": 9,
 "seq_len": 50,
 "hidden_dim": 512,
 "num_layers": 24,
 "num_heads": 8,
 "dropout": 0.1,
 "label_smoothing": 0.1,
 "fine_tuned_from": "v5.1",
 "pretrained_checkpoint": "sayed125/sayed-mc-bot-v5",
 "total_params": 75733057,
 "best_val_acc": 0.546764,
 "epochs_trained": 7,
 "training_data": "100000 seq x 7 epochs",
 "training_time_min": 34.6,
 "features_list": [
 "health",
 "food",
 "y_level",
 "xp_level",
 "time_of_day",
 "biome",
 "dimension",
 "light_level",
 "is_raining",
 "can_see_sky",
 "is_in_water",
 "is_on_lava",
 "block_below",
 "block_above",
 "is_on_ladder",
 "is_in_shelter",
 "is_in_danger",
 "mobs_nearby",
 "danger_mobs",
 "items_nearby",
 "inventory_pct",
 "has_weapon",
 "has_pickaxe",
 "has_axe",
 "has_shield",
 "has_bow",
 "has_chestplate",
 "has_boots",
 "has_food",
 "has_bed",
 "has_torches",
 "has_logs",
 "has_stone",
 "has_iron_raw",
 "has_diamond_raw",
 "has_building_blocks",
 "player_nearby",
 "bot_count",
 "is_sleeping",
 "is_sprinting",
 "block_north",
 "block_south",
 "block_east",
 "block_west",
 "block_north2",
 "block_south2",
 "block_east2",
 "block_west2",
 "count_logs",
 "count_stone",
 "count_iron",
 "count_gold",
 "count_diamond",
 "count_coal",
 "count_food_items",
 "count_torches",
 "pickaxe_level",
 "axe_level",
 "sword_level",
 "shovel_level",
 "total_armor",
 "has_extra_shield",
 "terrain_flatness",
 "elevation_change",
 "near_water",
 "near_lava",
 "time_since_hurt",
 "is_thundering",
 "portal_nearby",
 "structure_nearby",
 "y_relative_surface",
 "has_obsidian",
 "has_flint_steel",
 "has_ender_pearl",
 "has_blaze_rod",
 "animals_nearby",
 "villagers_nearby",
 "explored_radius",
 "trees_nearby",
 "flowers_nearby"
 ],
 "actions_list": [
 "WANDER",
 "EXPLORE",
 "COLLECT",
 "MINE",
 "CRAFT",
 "BUILD_SHELTER",
 "LIGHT_AREA",
 "FIGHT",
 "FLEE",
 "EAT",
 "SLEEP",
 "SWIM",
 "CHAT",
 "EMOTE",
 "FOLLOW",
 "HELP_ALLY",
 "TRADE",
 "SMELT",
 "EQUIP_ARMOR",
 "GO_HOME",
 "FARM",
 "IDLE",
 "JUMP",
 "LOOK_AROUND",
 "SPRINT",
 "BUILD_PATH",
 "BUILD_BRIDGE",
 "BUILD_WALL",
 "PLACE_DOOR",
 "PLACE_LADDER",
 "MINE_IRON",
 "MINE_GOLD",
 "MINE_DIAMOND",
 "MINE_OBSIDIAN",
 "CRAFT_ENCHANT_TABLE",
 "CRAFT_ANVIL",
 "CRAFT_BREWING_STAND",
 "CRAFT_BED",
 "CRAFT_BOAT",
 "ENTER_NETHER",
 "EXPLORE_NETHER",
 "FIGHT_BLAZE",
 "ENTER_END",
 "FIGHT_DRAGON",
 "PLANT_CROP",
 "HARVEST_CROP",
 "FISH",
 "SHEAR",
 "MILK",
 "SLEEP_AT_VILLAGE",
 "CHAT_GREETING",
 "CHAT_STATUS",
 "CHAT_THANK",
 "CHAT_QUESTION",
 "CHAT_ALERT",
 "THINK"
 ],
 "dirs_list": [
 "NO_DIR",
 "N",
 "NE",
 "E",
 "SE",
 "S",
 "SW",
 "W",
 "NW"
 ],
 "feature_minmax": {
 "health": [
 0,
 20
 ],
 "food": [
 0,
 20
 ],
 "y_level": [
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 320
 ],
 "xp_level": [
 0,
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 ],
 "time_of_day": [
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 ],
 "biome": [
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 ],
 "dimension": [
 0,
 2
 ],
 "light_level": [
 0,
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 ],
 "is_raining": [
 0,
 1
 ],
 "can_see_sky": [
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 ],
 "is_in_water": [
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 ],
 "is_on_lava": [
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 ],
 "block_below": [
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 ],
 "block_above": [
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 ],
 "is_on_ladder": [
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 "is_in_shelter": [
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 "is_in_danger": [
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 "mobs_nearby": [
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 ],
 "danger_mobs": [
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 "items_nearby": [
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 "inventory_pct": [
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 100
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 "has_weapon": [
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 "has_pickaxe": [
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 "has_axe": [
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 "has_shield": [
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 "has_bow": [
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 "has_logs": [
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 "has_diamond_raw": [
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 "has_building_blocks": [
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 "player_nearby": [
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 "bot_count": [
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 "is_sleeping": [
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 "is_sprinting": [
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 "block_north": [
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 "block_north2": [
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 20
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 "block_east2": [
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 20
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 20
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 "count_logs": [
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 "count_stone": [
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 64
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 "count_iron": [
 0,
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 "count_gold": [
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 "count_diamond": [
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 "count_coal": [
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 "count_food_items": [
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 "count_torches": [
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 "pickaxe_level": [
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 "axe_level": [
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 "sword_level": [
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 "shovel_level": [
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 "total_armor": [
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 "has_extra_shield": [
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 1
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 "terrain_flatness": [
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 "elevation_change": [
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 10
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 "near_water": [
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 1
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 "near_lava": [
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 "time_since_hurt": [
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 "is_thundering": [
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 1
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 "portal_nearby": [
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 1
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 "structure_nearby": [
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 "y_relative_surface": [
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 100
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 "has_obsidian": [
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 1
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 "has_flint_steel": [
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 "has_ender_pearl": [
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 "has_blaze_rod": [
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 1
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 "animals_nearby": [
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 5
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 "villagers_nearby": [
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 "explored_radius": [
 0,
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 ],
 "trees_nearby": [
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 ],
 "flowers_nearby": [
 0,
 5
 ]
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}