
# Lily-v3

Lily-v3 is a merge of the following models using [LazyMergekit](https://colab.research.google.com/drive/1obulZ1ROXHjYLn6PPZJwRR6GzgQogxxb?usp=sharing):
* [vicgalle/CarbonBeagle-11B-truthy](https://huggingface.co/vicgalle/CarbonBeagle-11B-truthy)
* [LunaticPython161/WhiteLlamaNeo-26b](https://huggingface.co/LunaticPython161/WhiteLlamaNeo-26b)

## 🧩 Configuration

```yaml
slices:
  - sources:
    - model: vicgalle/CarbonBeagle-11B-truthy
      layer_range: [16, 32]
  - sources:
    - model: LunaticPython161/WhiteLlamaNeo-26b
      layer_range: [0, 32]
merge_method: passthrough
dtype: bfloat16
```

## 💻 Usage

```python
!pip install -qU transformers accelerate

from transformers import AutoTokenizer
import transformers
import torch

model = "LunaticPython161/Lily-v3"
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"])
```
{"tags": ["merge", "mergekit", "lazymergekit", "vicgalle/CarbonBeagle-11B-truthy", "LunaticPython161/WhiteLlamaNeo-26b"], "base_model": ["vicgalle/CarbonBeagle-11B-truthy", "LunaticPython161/WhiteLlamaNeo-26b"]}
transformers safetensors mistral text-generation merge mergekit lazymergekit vicgalle/CarbonBeagle-11B-truthy LunaticPython161/WhiteLlamaNeo-26b conversational base_model:vicgalle/CarbonBeagle-11B-truthy base_model:LunaticPython161/WhiteLlamaNeo-26b autotrain_compatible endpoints_compatible text-generation-inference region:us