Quantization made by Richard Erkhov.

[Github](https://github.com/RichardErkhov)

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delta-4b-notso-base - bnb 8bits
- Model creator: https://huggingface.co/frankenmerger/
- Original model: https://huggingface.co/frankenmerger/delta-4b-notso-base/




Original model description:
---
license: apache-2.0
language:
- en
pipeline_tag: text-generation
tags:
- conversational
---


## 💻 Usage

```python
!pip install -qU transformers accelerate

from transformers import AutoTokenizer
import transformers
import torch

model = "gmonsoon/Delta-4B-notso-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"])
```