|
--- |
|
widget: |
|
- text: Hello, My name is Junpei Iori, who are you? |
|
example_title: Identity |
|
- text: Describe Aurora Borealis |
|
example_title: Capabilities |
|
- text: Create a fastapi endpoint to retrieve the weather given a zip code. |
|
example_title: Coding |
|
pipeline_tag: text-generation |
|
license: apache-2.0 |
|
language: |
|
- en |
|
tags: |
|
- conversational |
|
--- |
|
|
|
delta-4b-super is a frankenmerge of Phi-2-super. |
|
|
|
## 💻 Usage |
|
|
|
```python |
|
!pip install -qU transformers accelerate |
|
|
|
from transformers import AutoTokenizer |
|
import transformers |
|
import torch |
|
|
|
model = "gmonsoon/Delta-4B-Base" |
|
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"]) |
|
``` |
