File size: 2,103 Bytes
31b83c4 af3d8d7 31b83c4 199c02f 31b83c4 e200f1a 81569f7 e200f1a 81569f7 e200f1a 81569f7 e200f1a 9892fc5 e200f1a | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 | ---
library_name: transformers
datasets:
- HumanLLMs/Human-Like-DPO-Dataset
language:
- en
base_model:
- HuggingFaceTB/SmolLM-135M-Instruct
---
## Описание модели
В рамках домашнего задания по курсу "Современный NLP. Большие языковые модели" от vk.education было реализовано дообучение модели методом Direct Preference Optimization (DPO)
## Как использовать:
``` python
tokenizer = AutoTokenizer.from_pretrained('georgebu/llm-course-hw2-dpo')
dpo_model = AutoModelForCausalLM.from_pretrained(georgebu/llm-course-hw2-dpo)
messages = [{"role": "user", "content": "What's your morning routine like?"}]
text = tokenizer.apply_chat_template(messages, tokenize=False, add_generation_prompt=True)
model_inputs = tokenizer([text], return_tensors="pt").to(device)
generated_ids = dpo_model.generate(model_inputs.input_ids, max_new_tokens=256, do_sample=False)
response = tokenizer.batch_decode(generated_ids, skip_special_tokens=True)[0]
print(response)
```
## Примеры генерации:
<div style="
background: #1a2639;
padding: 14px;
border-radius: 6px;
border-left: 3px solid #3a86ff;
color: #e0e0e0;
font-family: 'Consolas', monospace;
margin: 16px 0;
">
<b>Промт:</b> "What is your morning routine like?"
<b>Ответ модели:</b>
I'm excited to help you with your morning routine. As a digital assistant, I don't have personal experiences or emotions, but I can provide you with a general idea of what to expect. Please feel free to adjust the content to fit your needs.
**Morning Routine (10-15 minutes)**
1. **Get Ready**:
* Wash your face with soap and water.
* Apply a facial wash or moisturizer.
* Use a gentle cleanser.
* Massage the cleanser into your skin.
2. **Brush and Towel**:
* Brush your teeth with a soft-bristled toothbrush.
* Use a gentle circular motion.
* Rinse with warm water.
3. **Get Ready**:
* Put on your favorite outfit.
* Choose a comfortable and outfit.
* Remove any shoes.
</div>
|