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| """Tiny Hanabi: Play Hanabi with a trained AI model.""" | |
| import json | |
| import random | |
| import re | |
| from dataclasses import dataclass | |
| import gradio as gr | |
| import torch | |
| from transformers import AutoModelForCausalLM, AutoTokenizer | |
| # Game Configuration | |
| COLORS = ("R", "G") | |
| RANKS = (1, 2, 3) | |
| HAND_SIZE = 2 | |
| MAX_INFO_TOKENS = 8 | |
| MAX_LIFE_TOKENS = 3 | |
| MODEL_ID = "nph4rd/Qwen3-1.7B-Tiny-Hanabi-XML-RL-12-2" | |
| COLOR_NAMES = {"R": "Red", "G": "Green"} | |
| COLOR_HEX = {"R": "#e63946", "G": "#2a9d8f"} | |
| COLOR_HEX_DARK = {"R": "#9d2933", "G": "#1d6e64"} | |
| # Hanabi-themed CSS | |
| CUSTOM_CSS = """ | |
| .gradio-container { | |
| background: linear-gradient(135deg, #1a1a2e 0%, #16213e 50%, #0f0f23 100%) !important; | |
| min-height: 100vh; | |
| } | |
| .main-title { | |
| text-align: center; | |
| color: #ffd700 !important; | |
| text-shadow: 0 0 20px #ffd700, 0 0 40px #ff6b6b; | |
| font-size: 2.5em !important; | |
| margin-bottom: 0.2em !important; | |
| } | |
| .subtitle { | |
| text-align: center; | |
| color: #a0a0a0 !important; | |
| font-size: 1.1em !important; | |
| } | |
| .game-panel { | |
| background: rgba(255, 255, 255, 0.05) !important; | |
| border: 1px solid rgba(255, 215, 0, 0.3) !important; | |
| border-radius: 12px !important; | |
| padding: 20px !important; | |
| } | |
| .firework-display { | |
| background: linear-gradient(180deg, #1a1a2e 0%, #0d0d1a 100%) !important; | |
| border: 2px solid #ffd700 !important; | |
| border-radius: 12px !important; | |
| padding: 15px !important; | |
| text-align: center; | |
| } | |
| .card-red { | |
| background: linear-gradient(135deg, #e63946 0%, #9d2933 100%) !important; | |
| color: white !important; | |
| padding: 8px 16px !important; | |
| border-radius: 8px !important; | |
| font-weight: bold !important; | |
| display: inline-block !important; | |
| margin: 4px !important; | |
| min-width: 50px !important; | |
| text-align: center !important; | |
| box-shadow: 0 4px 6px rgba(0, 0, 0, 0.3) !important; | |
| } | |
| .card-green { | |
| background: linear-gradient(135deg, #2a9d8f 0%, #1d6e64 100%) !important; | |
| color: white !important; | |
| padding: 8px 16px !important; | |
| border-radius: 8px !important; | |
| font-weight: bold !important; | |
| display: inline-block !important; | |
| margin: 4px !important; | |
| min-width: 50px !important; | |
| text-align: center !important; | |
| box-shadow: 0 4px 6px rgba(0, 0, 0, 0.3) !important; | |
| } | |
| .card-unknown { | |
| background: linear-gradient(135deg, #4a4a6a 0%, #2d2d4a 100%) !important; | |
| color: #ffd700 !important; | |
| padding: 8px 16px !important; | |
| border-radius: 8px !important; | |
| font-weight: bold !important; | |
| display: inline-block !important; | |
| margin: 4px !important; | |
| min-width: 50px !important; | |
| text-align: center !important; | |
| box-shadow: 0 4px 6px rgba(0, 0, 0, 0.3) !important; | |
| border: 2px dashed #ffd700 !important; | |
| } | |
| .card-empty { | |
| background: rgba(50, 50, 70, 0.5) !important; | |
| color: #666 !important; | |
| padding: 8px 16px !important; | |
| border-radius: 8px !important; | |
| display: inline-block !important; | |
| margin: 4px !important; | |
| min-width: 50px !important; | |
| text-align: center !important; | |
| border: 1px dashed #444 !important; | |
| } | |
| .token-info { | |
| color: #4dabf7 !important; | |
| font-size: 1.3em !important; | |
| } | |
| .token-life { | |
| color: #e63946 !important; | |
| font-size: 1.3em !important; | |
| } | |
| .score-display { | |
| color: #ffd700 !important; | |
| font-size: 1.5em !important; | |
| font-weight: bold !important; | |
| } | |
| .history-panel { | |
| background: rgba(0, 0, 0, 0.4) !important; | |
| border: 1px solid rgba(255, 255, 255, 0.1) !important; | |
| border-radius: 8px !important; | |
| padding: 15px !important; | |
| max-height: 200px !important; | |
| overflow-y: auto !important; | |
| color: #ffffff !important; | |
| } | |
| .history-panel p { | |
| color: #ffffff !important; | |
| } | |
| .action-btn { | |
| background: linear-gradient(135deg, #ffd700 0%, #ffaa00 100%) !important; | |
| color: #1a1a2e !important; | |
| font-weight: bold !important; | |
| border: none !important; | |
| padding: 10px 20px !important; | |
| border-radius: 8px !important; | |
| } | |
| .action-btn:hover { | |
| background: linear-gradient(135deg, #ffaa00 0%, #ff8800 100%) !important; | |
| } | |
| .new-game-btn { | |
| background: linear-gradient(135deg, #2a9d8f 0%, #1d6e64 100%) !important; | |
| color: white !important; | |
| font-weight: bold !important; | |
| } | |
| .status-text { | |
| color: #ffffff !important; | |
| font-size: 1.1em !important; | |
| line-height: 1.6 !important; | |
| padding: 10px !important; | |
| background: rgba(0, 0, 0, 0.4) !important; | |
| border-radius: 8px !important; | |
| margin-top: 10px !important; | |
| } | |
| .status-text p { | |
| color: #ffffff !important; | |
| } | |
| .game-over-text { | |
| color: #ffd700 !important; | |
| font-size: 1.2em !important; | |
| font-weight: bold !important; | |
| text-align: center !important; | |
| } | |
| """ | |
| class GameConfig: | |
| colors: tuple = COLORS | |
| ranks: tuple = RANKS | |
| hand_size: int = HAND_SIZE | |
| max_info_tokens: int = MAX_INFO_TOKENS | |
| max_life_tokens: int = MAX_LIFE_TOKENS | |
| def num_colors(self) -> int: | |
| return len(self.colors) | |
| def max_rank(self) -> int: | |
| return max(self.ranks) | |
| def max_score(self) -> int: | |
| return self.num_colors * self.max_rank | |
| def card_distribution(self) -> list[int]: | |
| """Standard Hanabi distribution: 3 copies of lowest, 2 of middle, 1 of highest.""" | |
| dist = [] | |
| for i, rank in enumerate(self.ranks): | |
| if i == 0: | |
| dist.extend([rank, rank, rank]) | |
| elif i == len(self.ranks) - 1: | |
| dist.append(rank) | |
| else: | |
| dist.extend([rank, rank]) | |
| return dist | |
| CONFIG = GameConfig() | |
| def generate_system_prompt(player_id: int) -> str: | |
| """Generate the system prompt for a player.""" | |
| config = CONFIG | |
| colors_formatted = ", ".join(f"{c} ({COLOR_NAMES[c]})" for c in config.colors) | |
| max_rank = config.max_rank | |
| min_rank = min(config.ranks) | |
| max_score = config.max_score | |
| hand_size = config.hand_size | |
| last_pos = hand_size - 1 | |
| positions = ", ".join(str(i) for i in range(hand_size)) | |
| dist = config.card_distribution() | |
| cards_per_color = len(dist) | |
| total_cards = config.num_colors * cards_per_color | |
| return f"""You are playing Hanabi, a cooperative card game where players work together to build fireworks. | |
| ## OBJECTIVE | |
| Build {config.num_colors} fireworks (one per color) by playing cards in sequence from {min_rank} to {max_rank}. | |
| - Colors: {colors_formatted} | |
| - Score: sum of fireworks' highest cards | |
| - Perfect score: {max_score} points (all fireworks at {max_rank}) | |
| - Game ends when: all fireworks reach {max_rank}, you lose all {config.max_life_tokens} lives, or final round completes | |
| ## FINAL ROUND | |
| When the deck runs out, each player (including the one who drew the last card) gets one final turn. The game ends after the player before the one who drew the last card takes their turn. | |
| ## CRITICAL RULE | |
| You CANNOT see your own cards! You can only see other players' hands. You must use hints and deduce what you're holding. | |
| ## CARD DISTRIBUTION | |
| The deck has {total_cards} cards total ({cards_per_color} per color): | |
| - Rank 1: 3 copies per color ({3 * config.num_colors} total) - safest to discard duplicates | |
| - Rank 2: 2 copies per color ({2 * config.num_colors} total) | |
| - Rank 3: 1 copy per color ({1 * config.num_colors} total) - NEVER discard, irreplaceable! | |
| ## CRITICAL CARDS | |
| - Rank 3s: Only ONE copy of each - if discarded, that color can never reach 3! | |
| - Last copies: Before discarding, check if both copies of a rank 2 are already gone | |
| - Next playable: Cards that are exactly +1 of current firework level are high priority | |
| ## STRATEGY PRIORITIES | |
| 1. SAFE PLAYS: Play cards you KNOW are playable (confirmed color AND rank match next firework) | |
| 2. CRITICAL HINTS: Give hints that enable immediate plays or save critical cards (3s, last copies) | |
| 3. SAFE DISCARDS: Discard cards confirmed as unneeded (already played ranks, or known duplicates) | |
| 4. RISKY PLAYS: Only when necessary and probability is favorable | |
| ## CARD FORMAT | |
| Cards are represented as ColorRank (single letter + number). Examples: R1 (for Red 1), G3 (for Green 3), etc. To represent empty slots (no card), we use -- | |
| ## YOUR HAND | |
| Your hand has positions {positions} (left to right). You don't know what cards you have unless you've received hints. | |
| What you know about your hand from previous hints is shown as an array, using the following format: | |
| - ?? = unknown color, unknown rank | |
| - C? = known color, unknown rank | |
| - ?R = unknown color, known rank | |
| - CR = known color and known rank | |
| You have full knowledge over other players' hands (e.g., ["R1", "G3"]). | |
| When you play or discard a card, the remaining cards shift left to fill the gap, and the new card is drawn into the rightmost position (position {last_pos}). Hint information shifts with the cards. | |
| ## HINT DEDUCTION | |
| When you receive a hint, use it to deduce BOTH positive and negative information: | |
| - Positive: Cards identified by the hint have that color/rank | |
| - Negative: Cards NOT identified by the hint do NOT have that color/rank | |
| ## MESSAGE FORMAT | |
| Each turn you'll receive a message with two parts: | |
| 1. **Previously** (what happened since your last turn): | |
| - Player 0: <action result> | |
| - Player 1: <action result> | |
| - ... | |
| 2. **Current game state** (JSON): | |
| - info_tokens: Available hint tokens (max {config.max_info_tokens}, gain 1 by discarding) | |
| - life_tokens: Remaining lives (game over at 0) | |
| - deck_count: Number of cards remaining in deck | |
| - fireworks: Object mapping each color to its current level | |
| - score: Current score (0-{max_score}) | |
| - discards: Array of discarded cards | |
| - hands: Object with each player's hand (your hand shows hints, others show actual cards) | |
| ## AVAILABLE ACTIONS | |
| 1. P + position: Play a card from your hand | |
| - Example: <action>P0</action> (plays card at position 0) | |
| - If valid (next in sequence), it's added to the firework | |
| - If invalid, you lose a life and discard the card | |
| 2. D + position: Discard a card to gain a hint token | |
| - Example: <action>D0</action> (discards card at position 0) | |
| - Gain 1 info token (up to max of {config.max_info_tokens}) | |
| 3. player + H + color/rank: Give a hint to another player | |
| - Example: <action>0HR</action> (tells Player 0 which cards are Red) | |
| - Example: <action>0H2</action> (tells Player 0 which cards are 2s) | |
| - Costs 1 info token | |
| - Cannot hint yourself | |
| You are player {player_id}. | |
| Respond with EXACTLY ONE action wrapped in <action></action> tags. | |
| """ | |
| def card_to_str(card: tuple[int, int] | None) -> str: | |
| """Convert card tuple to string like 'R1' or '--' for empty.""" | |
| if card is None: | |
| return "--" | |
| color_idx, rank_idx = card | |
| return f"{CONFIG.colors[color_idx]}{CONFIG.ranks[rank_idx]}" | |
| class TinyHanabiGame: | |
| """Manages game state for a Tiny Hanabi game.""" | |
| def __init__(self, seed: int | None = None): | |
| self.config = CONFIG | |
| self.seed = seed if seed is not None else random.randint(0, 10000) | |
| self.reset() | |
| def reset(self): | |
| """Reset the game to initial state.""" | |
| random.seed(self.seed) | |
| # Build and shuffle deck | |
| dist = self.config.card_distribution() | |
| self.deck: list[tuple[int, int] | None] = [ | |
| (c, self.config.ranks.index(r)) | |
| for c in range(self.config.num_colors) | |
| for r in dist | |
| ] | |
| random.shuffle(self.deck) | |
| # Deal hands (2 players) | |
| self.hands: list[list[tuple[int, int] | None]] = [] | |
| for _ in range(2): | |
| hand = [self.deck.pop() for _ in range(self.config.hand_size)] | |
| self.hands.append(hand) | |
| # Game state | |
| self.fireworks = {color: 0 for color in self.config.colors} | |
| self.info_tokens = self.config.max_info_tokens | |
| self.life_tokens = self.config.max_life_tokens | |
| self.discard_pile: list[tuple[int, int]] = [] | |
| self.colors_revealed = [[None] * self.config.hand_size for _ in range(2)] | |
| self.ranks_revealed = [[None] * self.config.hand_size for _ in range(2)] | |
| self.current_player = 0 | |
| self.score = 0 | |
| self.final_round_turns: int | None = None | |
| self.game_over = False | |
| self.game_over_reason: str | None = None | |
| self.turn_history: list[dict] = [] | |
| # AI conversation history for multi-turn context | |
| self.ai_messages: list[dict] = [ | |
| {"role": "system", "content": generate_system_prompt(player_id=1)} | |
| ] | |
| def get_observation(self, player_id: int) -> str: | |
| """Generate observation JSON for a player.""" | |
| # Own hand (hints only) | |
| hand_hints = [] | |
| for idx in range(len(self.hands[player_id])): | |
| color_hint = self.colors_revealed[player_id][idx] | |
| rank_hint = self.ranks_revealed[player_id][idx] | |
| color_str = color_hint if color_hint else "?" | |
| rank_str = str(rank_hint) if rank_hint else "?" | |
| hand_hints.append(f"{color_str}{rank_str}") | |
| # Build hands dict | |
| hands = {f"player_{player_id}": hand_hints} | |
| for pid in range(2): | |
| if pid != player_id: | |
| cards = [card_to_str(card) for card in self.hands[pid]] | |
| hands[f"player_{pid}"] = cards | |
| game_state = { | |
| "info_tokens": self.info_tokens, | |
| "life_tokens": self.life_tokens, | |
| "deck_count": len(self.deck), | |
| "fireworks": self.fireworks, | |
| "score": self.score, | |
| "discards": [card_to_str(card) for card in self.discard_pile], | |
| "hands": hands, | |
| } | |
| if self.game_over: | |
| game_state["game_over"] = True | |
| if self.game_over_reason: | |
| game_state["game_over_reason"] = self.game_over_reason | |
| # Build output with history | |
| parts = [] | |
| if self.turn_history: | |
| parts.append("Previously:") | |
| for fb in self.turn_history: | |
| pid = fb["player"] | |
| msg = fb["feedback"] | |
| msg_lower = msg[0].lower() + msg[1:] if msg else msg | |
| parts.append(f"- Player {pid} {msg_lower}") | |
| parts.append("") | |
| parts.append("Current game state:") | |
| parts.append(json.dumps(game_state, indent=2)) | |
| return "\n".join(parts) | |
| def get_valid_actions(self, player_idx: int) -> list[tuple[str, str]]: | |
| """Get list of valid actions as (action_code, description) tuples.""" | |
| actions = [] | |
| hand = self.hands[player_idx] | |
| # Play actions - always valid if card exists | |
| for pos, card in enumerate(hand): | |
| if card is not None: | |
| actions.append((f"P{pos}", f"Play card at position {pos}")) | |
| # Discard actions - only if below max info tokens | |
| if self.info_tokens < self.config.max_info_tokens: | |
| for pos, card in enumerate(hand): | |
| if card is not None: | |
| actions.append((f"D{pos}", f"Discard card at position {pos}")) | |
| # Hint actions - only if have info tokens | |
| if self.info_tokens > 0: | |
| target = 1 - player_idx # The other player | |
| target_hand = self.hands[target] | |
| # Find which colors exist in target's hand | |
| colors_in_hand = set() | |
| ranks_in_hand = set() | |
| for card in target_hand: | |
| if card is not None: | |
| color_idx, rank_idx = card | |
| colors_in_hand.add(self.config.colors[color_idx]) | |
| ranks_in_hand.add(self.config.ranks[rank_idx]) | |
| # Add valid color hints | |
| for color in colors_in_hand: | |
| color_name = COLOR_NAMES[color] | |
| actions.append((f"{target}H{color}", f"Tell AI about {color_name} cards")) | |
| # Add valid rank hints | |
| for rank in sorted(ranks_in_hand): | |
| actions.append((f"{target}H{rank}", f"Tell AI about {rank}s")) | |
| return actions | |
| def execute_action(self, player_idx: int, action: str | None) -> str: | |
| """Execute an action and return feedback.""" | |
| if not action: | |
| return self._penalize("No action provided.") | |
| action = action.strip().upper() | |
| # Play action: P0, P1 | |
| if action.startswith("P") and len(action) >= 2: | |
| try: | |
| position = int(action[1]) | |
| return self._play_card(player_idx, position) | |
| except (ValueError, IndexError): | |
| return self._penalize(f"Invalid play action '{action}'.") | |
| # Discard action: D0, D1 | |
| elif action.startswith("D") and len(action) >= 2: | |
| try: | |
| position = int(action[1]) | |
| return self._discard_card(player_idx, position) | |
| except (ValueError, IndexError): | |
| return self._penalize(f"Invalid discard action '{action}'.") | |
| # Hint action: 0HR, 1H2, etc. | |
| elif len(action) >= 3 and action[1] == "H": | |
| try: | |
| target = int(action[0]) | |
| hint_value = action[2] | |
| return self._give_hint(player_idx, target, hint_value) | |
| except (ValueError, IndexError): | |
| return self._penalize(f"Invalid hint action '{action}'.") | |
| else: | |
| return self._penalize(f"Unknown action '{action}'.") | |
| def _penalize(self, feedback: str) -> str: | |
| """Deduct a life for invalid action.""" | |
| self.life_tokens -= 1 | |
| if self.life_tokens <= 0: | |
| self.game_over = True | |
| self.game_over_reason = "Lost all lives" | |
| return f"{feedback} Lost 1 life. Game Over!" | |
| return f"{feedback} Lost 1 life." | |
| def _play_card(self, player_idx: int, position: int) -> str: | |
| """Execute play action.""" | |
| hand = self.hands[player_idx] | |
| hand_size = len(hand) | |
| if position < 0 or position >= hand_size: | |
| return self._penalize(f"Invalid position {position}.") | |
| card = hand[position] | |
| if card is None: | |
| return self._penalize(f"No card at position {position}.") | |
| color_idx, rank_idx = card | |
| color = self.config.colors[color_idx] | |
| rank = self.config.ranks[rank_idx] | |
| current_level = self.fireworks[color] | |
| if current_level + 1 == rank: | |
| # Success | |
| self.fireworks[color] = rank | |
| self.score += 1 | |
| feedback = f"Successfully played {card_to_str(card)}!" | |
| if rank == self.config.max_rank and self.info_tokens < self.config.max_info_tokens: | |
| self.info_tokens += 1 | |
| feedback += f" +1 info token for completing {COLOR_NAMES[color]}!" | |
| if self.score == self.config.max_score: | |
| self.game_over = True | |
| self.game_over_reason = "Perfect score!" | |
| feedback += " PERFECT GAME!" | |
| else: | |
| # Failure | |
| self.life_tokens -= 1 | |
| self.discard_pile.append(card) | |
| expected = current_level + 1 | |
| feedback = f"Played {card_to_str(card)}, but {COLOR_NAMES[color]} needs {expected}. Lost 1 life." | |
| if self.life_tokens <= 0: | |
| self.game_over = True | |
| self.game_over_reason = "Lost all lives" | |
| return f"{feedback} Game Over!" | |
| # Shift hand and draw | |
| self._shift_and_draw(player_idx, position) | |
| return feedback | |
| def _discard_card(self, player_idx: int, position: int) -> str: | |
| """Execute discard action.""" | |
| hand = self.hands[player_idx] | |
| hand_size = len(hand) | |
| if position < 0 or position >= hand_size: | |
| return self._penalize(f"Invalid position {position}.") | |
| if self.info_tokens >= self.config.max_info_tokens: | |
| return self._penalize(f"Already at max info tokens ({self.config.max_info_tokens}).") | |
| card = hand[position] | |
| if card is None: | |
| return self._penalize(f"No card at position {position}.") | |
| self.discard_pile.append(card) | |
| self.info_tokens += 1 | |
| feedback = f"Discarded {card_to_str(card)}. +1 info token." | |
| self._shift_and_draw(player_idx, position) | |
| return feedback | |
| def _give_hint(self, player_idx: int, target: int, hint_value: str) -> str: | |
| """Execute hint action.""" | |
| if self.info_tokens <= 0: | |
| return self._penalize("No info tokens available.") | |
| if target < 0 or target >= 2: | |
| return self._penalize(f"Invalid target player {target}.") | |
| if target == player_idx: | |
| return self._penalize("Cannot hint yourself.") | |
| target_hand = self.hands[target] | |
| matching = [] | |
| if hint_value in self.config.colors: | |
| color_idx = self.config.colors.index(hint_value) | |
| for idx, card in enumerate(target_hand): | |
| if card is not None and card[0] == color_idx: | |
| matching.append(idx) | |
| self.colors_revealed[target][idx] = hint_value | |
| hint_type = COLOR_NAMES[hint_value] | |
| else: | |
| try: | |
| hint_num = int(hint_value) | |
| if hint_num not in self.config.ranks: | |
| return self._penalize(f"Invalid rank {hint_num}.") | |
| rank_idx = self.config.ranks.index(hint_num) | |
| for idx, card in enumerate(target_hand): | |
| if card is not None and card[1] == rank_idx: | |
| matching.append(idx) | |
| self.ranks_revealed[target][idx] = hint_num | |
| hint_type = f"{hint_num}s" | |
| except ValueError: | |
| return self._penalize(f"Invalid hint value '{hint_value}'.") | |
| if not matching: | |
| return self._penalize(f"Player {target} has no {hint_type} cards.") | |
| self.info_tokens -= 1 | |
| positions_str = ", ".join(str(p) for p in matching) | |
| target_name = "AI" if target == 1 else "you" | |
| return f"Hinted {target_name}: {hint_type} at position(s) [{positions_str}]" | |
| def _shift_and_draw(self, player_idx: int, position: int): | |
| """Shift cards left and draw new card.""" | |
| hand = self.hands[player_idx] | |
| hand_size = len(hand) | |
| for i in range(position, hand_size - 1): | |
| hand[i] = hand[i + 1] | |
| self.colors_revealed[player_idx][i] = self.colors_revealed[player_idx][i + 1] | |
| self.ranks_revealed[player_idx][i] = self.ranks_revealed[player_idx][i + 1] | |
| if self.deck: | |
| hand[hand_size - 1] = self.deck.pop() | |
| if self.final_round_turns is None and len(self.deck) == 0: | |
| self.final_round_turns = 2 # 2 players | |
| else: | |
| hand[hand_size - 1] = None | |
| self.colors_revealed[player_idx][hand_size - 1] = None | |
| self.ranks_revealed[player_idx][hand_size - 1] = None | |
| def advance_turn(self, feedback: str): | |
| """Record feedback and advance to next player.""" | |
| self.turn_history.append({ | |
| "player": self.current_player, | |
| "feedback": feedback, | |
| }) | |
| # Check final round | |
| if self.final_round_turns is not None: | |
| self.final_round_turns -= 1 | |
| if self.final_round_turns <= 0: | |
| self.game_over = True | |
| self.game_over_reason = "Final round complete" | |
| self.current_player = 1 - self.current_player | |
| # Global model and tokenizer (loaded once) | |
| model = None | |
| tokenizer = None | |
| def load_model(): | |
| """Load the model and tokenizer.""" | |
| global model, tokenizer | |
| if model is None: | |
| tokenizer = AutoTokenizer.from_pretrained(MODEL_ID) | |
| model = AutoModelForCausalLM.from_pretrained( | |
| MODEL_ID, | |
| torch_dtype=torch.float32, | |
| device_map="auto", | |
| ) | |
| model.eval() | |
| return model, tokenizer | |
| def get_ai_action(game: TinyHanabiGame) -> str: | |
| """Get action from the AI model with full conversation history.""" | |
| model, tokenizer = load_model() | |
| # Get current observation and add to AI's conversation history | |
| observation = game.get_observation(player_id=1) | |
| game.ai_messages.append({"role": "user", "content": observation}) | |
| # Generate using full conversation history | |
| text = tokenizer.apply_chat_template(game.ai_messages, tokenize=False, add_generation_prompt=True) | |
| inputs = tokenizer(text, return_tensors="pt").to(model.device) | |
| with torch.no_grad(): | |
| outputs = model.generate( | |
| **inputs, | |
| max_new_tokens=64, | |
| do_sample=False, | |
| pad_token_id=tokenizer.eos_token_id, | |
| ) | |
| response = tokenizer.decode(outputs[0][inputs["input_ids"].shape[1]:], skip_special_tokens=True) | |
| # Store AI's response in conversation history | |
| game.ai_messages.append({"role": "assistant", "content": response}) | |
| # Parse action from <action>...</action> | |
| match = re.search(r"<action>(.*?)</action>", response, re.IGNORECASE | re.DOTALL) | |
| if match: | |
| return match.group(1).strip() | |
| return "" | |
| def format_card_html(card_str: str, is_unknown: bool = False) -> str: | |
| """Format a card as HTML with appropriate styling.""" | |
| if card_str == "--": | |
| return '<span class="card-empty">--</span>' | |
| if is_unknown or "?" in card_str: | |
| return f'<span class="card-unknown">{card_str}</span>' | |
| color = card_str[0] if card_str else "" | |
| if color == "R": | |
| return f'<span class="card-red">{card_str}</span>' | |
| elif color == "G": | |
| return f'<span class="card-green">{card_str}</span>' | |
| else: | |
| return f'<span class="card-unknown">{card_str}</span>' | |
| def format_fireworks_html(game: TinyHanabiGame) -> str: | |
| """Format fireworks display as HTML.""" | |
| parts = [] | |
| for color in CONFIG.colors: | |
| level = game.fireworks[color] | |
| color_name = COLOR_NAMES[color] | |
| color_class = "card-red" if color == "R" else "card-green" | |
| # Show completed cards | |
| cards_html = "" | |
| for rank in range(1, level + 1): | |
| cards_html += f'<span class="{color_class}" style="margin: 2px;">{color}{rank}</span>' | |
| # Show remaining slots | |
| for rank in range(level + 1, CONFIG.max_rank + 1): | |
| cards_html += f'<span class="card-empty" style="margin: 2px;">{rank}</span>' | |
| parts.append(f'<div style="margin: 10px 0;"><strong style="color: {COLOR_HEX[color]};">{color_name}:</strong> {cards_html}</div>') | |
| return "".join(parts) | |
| def format_game_display(game: TinyHanabiGame) -> str: | |
| """Format the main game display as HTML.""" | |
| if game is None: | |
| return "<p style='text-align: center; color: #888;'>Start a new game to begin!</p>" | |
| html = [] | |
| # Score and tokens | |
| html.append(f''' | |
| <div style="text-align: center; margin-bottom: 20px;"> | |
| <span class="score-display">Score: {game.score} / {CONFIG.max_score}</span> | |
| </div> | |
| ''') | |
| # Tokens | |
| info_dots = "🔵 " * game.info_tokens + "⚫ " * (CONFIG.max_info_tokens - game.info_tokens) | |
| life_dots = "❤️ " * game.life_tokens + "🖤 " * (CONFIG.max_life_tokens - game.life_tokens) | |
| html.append(f''' | |
| <div style="display: flex; justify-content: space-around; margin-bottom: 20px;"> | |
| <div><span class="token-info">Info: {info_dots}</span></div> | |
| <div><span class="token-life">Lives: {life_dots}</span></div> | |
| <div style="color: #888;">Deck: {len(game.deck)} cards</div> | |
| </div> | |
| ''') | |
| # Fireworks | |
| html.append('<div class="firework-display">') | |
| html.append('<h3 style="color: #ffd700; margin-top: 0;">Fireworks</h3>') | |
| html.append(format_fireworks_html(game)) | |
| html.append('</div>') | |
| # Hands | |
| html.append('<div style="margin-top: 20px;">') | |
| # Your hand (with hints) | |
| html.append('<div style="margin-bottom: 15px;">') | |
| html.append('<strong style="color: #ffd700;">Your Hand (Player 0):</strong> ') | |
| for idx in range(CONFIG.hand_size): | |
| card = game.hands[0][idx] | |
| color_hint = game.colors_revealed[0][idx] | |
| rank_hint = game.ranks_revealed[0][idx] | |
| if card is None: | |
| card_str = "--" | |
| else: | |
| color_str = color_hint if color_hint else "?" | |
| rank_str = str(rank_hint) if rank_hint else "?" | |
| card_str = f"{color_str}{rank_str}" | |
| html.append(f'<span style="margin-right: 5px;">[{idx}]</span>') | |
| html.append(format_card_html(card_str, is_unknown=True)) | |
| html.append('</div>') | |
| # AI hand (fully visible) | |
| html.append('<div style="margin-bottom: 15px;">') | |
| html.append('<strong style="color: #4dabf7;">AI Hand (Player 1):</strong> ') | |
| for idx, card in enumerate(game.hands[1]): | |
| card_str = card_to_str(card) | |
| html.append(f'<span style="margin-right: 5px;">[{idx}]</span>') | |
| html.append(format_card_html(card_str)) | |
| html.append('</div>') | |
| html.append('</div>') | |
| # Discards | |
| if game.discard_pile: | |
| html.append('<div style="margin-top: 15px; padding: 10px; background: rgba(0,0,0,0.2); border-radius: 8px;">') | |
| html.append('<strong style="color: #888;">Discards:</strong> ') | |
| for card in game.discard_pile: | |
| html.append(format_card_html(card_to_str(card))) | |
| html.append('</div>') | |
| return "".join(html) | |
| def format_history(game: TinyHanabiGame) -> str: | |
| """Format turn history.""" | |
| if game is None or not game.turn_history: | |
| return "<p style='color: #aaa; font-style: italic;'>No actions yet</p>" | |
| lines = [] | |
| for entry in game.turn_history: | |
| player = "You" if entry["player"] == 0 else "AI" | |
| color = "#ffd700" if entry["player"] == 0 else "#4dabf7" | |
| lines.append(f'<p style="margin: 5px 0; color: #fff;"><strong style="color: {color};">{player}:</strong> {entry["feedback"]}</p>') | |
| return "".join(lines) | |
| def new_game(seed_input: str): | |
| """Start a new game.""" | |
| try: | |
| seed = int(seed_input) if seed_input.strip() else None | |
| except ValueError: | |
| seed = None | |
| game = TinyHanabiGame(seed=seed) | |
| valid_actions = game.get_valid_actions(0) | |
| action_choices = [f"{code}: {desc}" for code, desc in valid_actions] | |
| status = f'<p style="color: #2a9d8f;">Game started! Seed: {game.seed}</p>' | |
| status += '<p style="color: #ffd700; font-weight: bold;">Your turn!</p>' | |
| return ( | |
| game, | |
| format_game_display(game), | |
| format_history(game), | |
| status, | |
| gr.update(choices=action_choices, value=action_choices[0] if action_choices else None, interactive=True), | |
| gr.update(interactive=True), | |
| ) | |
| def play_action(game: TinyHanabiGame, action_choice: str): | |
| """Process human action and AI response.""" | |
| if game is None: | |
| return ( | |
| None, | |
| format_game_display(None), | |
| "", | |
| '<p style="color: #e63946;">Please start a new game first.</p>', | |
| gr.update(choices=[], interactive=False), | |
| gr.update(interactive=False), | |
| ) | |
| if game.game_over: | |
| return ( | |
| game, | |
| format_game_display(game), | |
| format_history(game), | |
| f'<p style="color: #ffd700; font-weight: bold;">Game over! {game.game_over_reason}. Final score: {game.score}/{CONFIG.max_score}</p>', | |
| gr.update(choices=[], interactive=False), | |
| gr.update(interactive=False), | |
| ) | |
| # Extract action code from choice string | |
| action = action_choice.split(":")[0].strip() if action_choice else "" | |
| # Execute human action | |
| feedback = game.execute_action(0, action) | |
| game.advance_turn(feedback) | |
| if game.game_over: | |
| status = f'<p><strong style="color: #ffd700;">You:</strong> {feedback}</p>' | |
| status += f'<p style="color: #ffd700; font-weight: bold; margin-top: 10px;">Game over! {game.game_over_reason}. Final score: {game.score}/{CONFIG.max_score}</p>' | |
| return ( | |
| game, | |
| format_game_display(game), | |
| format_history(game), | |
| status, | |
| gr.update(choices=[], interactive=False), | |
| gr.update(interactive=False), | |
| ) | |
| # AI turn | |
| ai_action = get_ai_action(game) | |
| ai_feedback = game.execute_action(1, ai_action) | |
| game.advance_turn(ai_feedback) | |
| status = f'<p><strong style="color: #ffd700;">You:</strong> {feedback}</p>' | |
| status += f'<p><strong style="color: #4dabf7;">AI ({ai_action}):</strong> {ai_feedback}</p>' | |
| if game.game_over: | |
| status += f'<p style="color: #ffd700; font-weight: bold; margin-top: 10px;">Game over! {game.game_over_reason}. Final score: {game.score}/{CONFIG.max_score}</p>' | |
| return ( | |
| game, | |
| format_game_display(game), | |
| format_history(game), | |
| status, | |
| gr.update(choices=[], interactive=False), | |
| gr.update(interactive=False), | |
| ) | |
| # Update valid actions for next turn | |
| valid_actions = game.get_valid_actions(0) | |
| action_choices = [f"{code}: {desc}" for code, desc in valid_actions] | |
| status += '<p style="color: #2a9d8f; margin-top: 10px;">Your turn!</p>' | |
| return ( | |
| game, | |
| format_game_display(game), | |
| format_history(game), | |
| status, | |
| gr.update(choices=action_choices, value=action_choices[0] if action_choices else None, interactive=True), | |
| gr.update(interactive=True), | |
| ) | |
| # Build UI | |
| with gr.Blocks(title="Tiny Hanabi", css=CUSTOM_CSS, theme=gr.themes.Base()) as demo: | |
| gr.HTML('<h1 class="main-title">Tiny Hanabi</h1>') | |
| gr.HTML('<p class="subtitle">Like Hanabi, but tiny: 2 colors, 3 ranks, 2-card hands.</p>') | |
| gr.HTML('<p class="subtitle" style="font-size: 0.95em; color: #888;">Card distribution per color: 1s (×3), 2s (×2), 3s (×1) — 12 cards total</p>') | |
| game_state = gr.State(None) | |
| with gr.Row(): | |
| with gr.Column(scale=2): | |
| game_display = gr.HTML( | |
| "<p style='text-align: center; color: #888;'>Start a new game to begin!</p>", | |
| elem_classes=["game-panel"] | |
| ) | |
| gr.HTML('<h3 style="color: #ffd700; margin-top: 20px;">History</h3>') | |
| history_display = gr.HTML("", elem_classes=["history-panel"]) | |
| with gr.Column(scale=1): | |
| gr.HTML('<h3 style="color: #ffd700;">New Game</h3>') | |
| with gr.Row(): | |
| seed_input = gr.Textbox( | |
| label="Seed (optional)", | |
| placeholder="Random", | |
| scale=2 | |
| ) | |
| new_game_btn = gr.Button( | |
| "New Game", | |
| variant="primary", | |
| elem_classes=["new-game-btn"], | |
| scale=1 | |
| ) | |
| gr.HTML('<h3 style="color: #ffd700; margin-top: 20px;">Your Action</h3>') | |
| action_dropdown = gr.Dropdown( | |
| label="Choose Action", | |
| choices=[], | |
| interactive=False, | |
| allow_custom_value=False | |
| ) | |
| play_btn = gr.Button( | |
| "Submit Action", | |
| variant="primary", | |
| interactive=False, | |
| elem_classes=["action-btn"] | |
| ) | |
| status_display = gr.HTML("", elem_classes=["status-text"]) | |
| # Events | |
| new_game_btn.click( | |
| new_game, | |
| inputs=[seed_input], | |
| outputs=[game_state, game_display, history_display, status_display, action_dropdown, play_btn], | |
| ) | |
| play_btn.click( | |
| play_action, | |
| inputs=[game_state, action_dropdown], | |
| outputs=[game_state, game_display, history_display, status_display, action_dropdown, play_btn], | |
| ) | |
| if __name__ == "__main__": | |
| demo.launch() | |