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informatica:inteligencia_artificial:falcon

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Falcon40B

pip install torch --no-cache-dir
pip install accelerate
pip install transformers

La B de model es en mayúscula, en la web la pone en minúscula: https://huggingface.co/tiiuae/falcon-40b

from transformers import AutoTokenizer, AutoModelForCausalLM
import transformers
import torch

model = "tiiuae/falcon-40B"

tokenizer = AutoTokenizer.from_pretrained(model)
pipeline = transformers.pipeline(
    "text-generation",
    model=model,
    tokenizer=tokenizer,
    torch_dtype=torch.bfloat16,
    device_map="auto",
)
sequences = pipeline(
   "Inventate una historia de un asesinato en una casa unifamiliar y explica 10 pistas encontradas:",
    max_length=200,
    do_sample=True,
    top_k=10,
    num_return_sequences=1,
    eos_token_id=tokenizer.eos_token_id,
)
for seq in sequences:
    print(f"Result: {seq['generated_text']}")
informatica/inteligencia_artificial/falcon.1698086880.txt.gz · Last modified: 2023/10/23 18:48 by jose