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Model: Samee-ur/NeuralPipe-7B-slerp-DPO
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---
license: apache-2.0
datasets:
- Intel/orca_dpo_pairs
language:
- en
---
# NeuralPipe-7B-slerp-DPO
NeuralPipe-7B-slerp is a Direct Preference Optimized version of [Samee-ur/NeuralPipe-7B-slerp](https://huggingface.co/Samee-ur/NeuralPipe-7B-slerp).
I performed Direct Preference Optimization on the [Intel/orca_dpo_pairs dataset](https://huggingface.co/datasets/Intel/orca_dpo_pairs)
## 💻 Usage
```python
!pip install -qU transformers accelerate
from transformers import AutoTokenizer
import transformers
import torch
model = "Samee-ur/NeuralPipe-7B-slerp-DPO"
messages = [{"role": "user", "content": "What is a large language model?"}]
tokenizer = AutoTokenizer.from_pretrained(model)
prompt = tokenizer.apply_chat_template(messages, tokenize=False, add_generation_prompt=True)
pipeline = transformers.pipeline(
"text-generation",
model=model,
torch_dtype=torch.float16,
device_map="auto",
)
outputs = pipeline(prompt, max_new_tokens=256, do_sample=True, temperature=0.7, top_k=50, top_p=0.95)
print(outputs[0]["generated_text"])
```

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"tie_word_embeddings": false,
"torch_dtype": "float16",
"transformers_version": "4.35.2",
"use_cache": true,
"vocab_size": 32000
}

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