MS-Inky-2409-22B

MS-Inky-2409-22B 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

models:
 - model: unsloth/Mistral-Small-Instruct-2409+estrogen/MS-22b-RP-Ink-adpt

merge_method: task_arithmetic
base_model: unsloth/Mistral-Small-Instruct-2409+estrogen/MS-22b-RP-Ink-adpt
parameters:
  normalize: false

dtype: bfloat16
tokenizer_source: union

💻 Usage

!pip install -qU transformers accelerate

from transformers import AutoTokenizer
import transformers
import torch

model = "Kaoeiri/MS-Inky-2409-22B"
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"])