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Tokenizer for Qwen 2.5-Coder-7b-Instruct .:. Instructions

ambient technologies answered on November 16, 2024 Popularity 4/10 Helpfulness 1/10

answer Tokenizer for Qwen 2.5-Coder-7b-Instruct .:. Instructions

related how to use rest parameters with function parameters in ES6 JavaScript

Tokenizer for Qwen 2.5-Coder-7b-Instruct .:. Instructions

Comment

from transformers import AutoModelForCausalLM, AutoTokenizer

model_name = "Qwen/Qwen2.5-Coder-7B-Instruct"

model = AutoModelForCausalLM.from_pretrained(
    model_name,
    torch_dtype="auto",
    device_map="auto"
)
tokenizer = AutoTokenizer.from_pretrained(model_name)

prompt = "write a quick sort algorithm."
messages = [
    {"role": "system", "content": "You are Qwen, created by Alibaba Cloud. You are a helpful assistant."},
    {"role": "user", "content": prompt}
]
text = tokenizer.apply_chat_template(
    messages,
    tokenize=False,
    add_generation_prompt=True
)
model_inputs = tokenizer([text], return_tensors="pt").to(model.device)

generated_ids = model.generate(
    **model_inputs,
    max_new_tokens=512
)
generated_ids = [
    output_ids[len(input_ids):] for input_ids, output_ids in zip(model_inputs.input_ids, generated_ids)
]

response = tokenizer.batch_decode(generated_ids, skip_special_tokens=True)[0]

Popularity 4/10 Helpfulness 1/10 Language python

Source: huggingface.co

Tags: instructions python

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Contributed on Nov 16 2024

ambient technologies

0 Answers Avg Quality 2/10

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how to use rest parameters with function parameters in ES6 JavaScript

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const sum = (...args) => {
  let total = 0;
  for (let i = 0; i < args.length; i++) {
    total += args[i];
  }
  return total;
}

console.log(sum(1, 2, 3)); // Output: 6

Popularity 1/10 Helpfulness 1/10 Language javascript

Source: Grepper

Tags: javascript rest-parameters

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Contributed on Nov 16 2024

Matthew “matwal” Walton

0 Answers Avg Quality 2/10

Tokenizer for Qwen 2.5-Coder-7b-Instruct .:. Instructions

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