L3-UI-v1-8B

L3-UI-v1-8B is a merge of the following models using LazyMergekit:

• Casual-Autopsy/L3-Umbral-Mind-RP-v0.3-8B

🧩 Configuration

slices:
- sources:
  - model: Casual-Autopsy/L3-Umbral-Mind-RP-v0.3-8B
    layer_range: [0, 32]
    parameters:
      weight: 1.0
  - model: princeton-nlp/Llama-3-Instruct-8B-SimPO
    layer_range: [0, 32]
    parameters:
      weight: 1.0
merge_method: task_arithmetic
base_model: Casual-Autopsy/L3-Umbral-Mind-RP-v0.3-8B
normalize: False
dtype: bfloat16

💻 Usage

!pip install -qU transformers accelerate

from transformers import AutoTokenizer
import transformers
import torch

model = "Frowning/L3-UI-v1-8B"
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"])