Keiana-L3-Test6.2-8B-18
Keiana-L3-Test6.2-8B-18 is a merge of the following models using LazyMergekit:
Keep in mind that, this merged model isn't usually tested at the moment, which could benefit in vocabulary error.
🧩 Configuration
merge_method: model_stock
dtype: float16
base_model: Kaoeiri/Keiana-L3-Test5.75-8B-13.5
models:
- model: Kaoeiri/Keiana-L3-Test5.4-8B-10
parameters:
weight: .2
density: .25
- model: Kaoeiri/Keiana-L3-Test4.7-8B-3
parameters:
weight: .25
density: .5
- model: Kaoeiri/Keiana-L3-Test6-8B-16
parameters:
weight: .2
density: .35
parameters:
int8_mask: true
💻 Usage
!pip install -qU transformers accelerate
from transformers import AutoTokenizer
import transformers
import torch
model = "Kaoeiri/Keiana-L3-Test6.2-8B-18"
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"])