35 lines
928 B
Markdown
35 lines
928 B
Markdown
---
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license: apache-2.0
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base_model:
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- Qwen/Qwen3-0.6B
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tags:
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- distillation
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language:
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- en
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pipeline_tag: text-generation
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---
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***Work in progress***
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---
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```python
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from transformers import AutoModelForCausalLM, AutoTokenizer
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import torch
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model_id = "tabularisai/Qwen3-0.3B-distil"
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device = "cuda" if torch.cuda.is_available() else "cpu"
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tokenizer = AutoTokenizer.from_pretrained(model_id)
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model = AutoModelForCausalLM.from_pretrained(model_id, torch_dtype=torch.bfloat16, device_map="auto")
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messages = [
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{"role": "system", "content": "You are a helpful assistant."},
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{"role": "user", "content": "What is a capital of France?"}
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]
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inputs = tokenizer.apply_chat_template(messages, add_generation_prompt=True, return_tensors="pt").to(model.device)
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outputs = model.generate(inputs, max_new_tokens=100, temperature=0.5, repetition_penalty=1.2)
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print(tokenizer.decode(outputs[0], skip_special_tokens=True))
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```
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tabularis.ai |