Update README.md
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README.md
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@@ -40,22 +40,24 @@ Two possible simple extensions:
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import chess
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from transformers import AutoModelForCausalLM, AutoTokenizer
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def next_move(model, tokenizer, fen):
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input_ids = tokenizer(f"FEN: {fen}\nMOVE:", return_tensors="pt")
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input_ids = {k:v.to(model.device) for k,v in input_ids.items()}
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out = model.generate(
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**input_ids,
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max_new_tokens=10,
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pad_token_id=tokenizer.eos_token_id,
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do_sample=True,
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temperature=0.1,
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out_str = tokenizer.batch_decode(out)[0]
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return out_str.split(
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board = chess.Board()
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model = AutoModelForCausalLM.from_pretrained(
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tokenizer = AutoTokenizer.from_pretrained(
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tokenizer.pad_token = tokenizer.eos_token
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for i in range(100):
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fen = board.fen()
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import chess
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from transformers import AutoModelForCausalLM, AutoTokenizer
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+
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def next_move(model, tokenizer, fen):
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input_ids = tokenizer(f"FEN: {fen}\nMOVE:", return_tensors="pt")
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input_ids = {k: v.to(model.device) for k, v in input_ids.items()}
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out = model.generate(
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**input_ids,
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max_new_tokens=10,
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pad_token_id=tokenizer.eos_token_id,
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do_sample=True,
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temperature=0.1,
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)
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out_str = tokenizer.batch_decode(out)[0]
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return out_str.split("MOVE:")[-1].replace("<|endoftext|>", "").strip()
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board = chess.Board()
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model = AutoModelForCausalLM.from_pretrained("Xmaster6y/gpt2-stockfish-debug")
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tokenizer = AutoTokenizer.from_pretrained("Xmaster6y/gpt2-stockfish-debug") # or "gpt2"
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tokenizer.pad_token = tokenizer.eos_token
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for i in range(100):
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fen = board.fen()
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