Holosumika 7B Test

🚀 HoloSumika-7B-test

HoloSumika-7B-test is a merged model. The initial testing impression indicates that it might be unstable.

HoloSumika-7B-test is a merge of the following models using LazyMergekit:

• localfultonextractor/Erosumika-7B-v3-0.2
• KoboldAI/Mistral-7B-Holodeck-1

📚 Documentation

🧩 Configuration

slices:
  - sources:
      - model: localfultonextractor/Erosumika-7B-v3-0.2
        layer_range: [0, 32]
      - model: KoboldAI/Mistral-7B-Holodeck-1
        layer_range: [0, 32]
merge_method: slerp
base_model: localfultonextractor/Erosumika-7B-v3-0.2
parameters:
  t:
    - value: 0.32
dtype: bfloat16

💻 Usage Examples

Basic Usage

!pip install -qU transformers accelerate

from transformers import AutoTokenizer
import transformers
import torch

model = "son-of-man/HoloSumika-7B-test"
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"])