README.md

metadata

tags:
  - merge
  - mergekit
  - lazymergekit
  - appvoid/palmer-003
  - microsoft/rho-math-1b-v0.1
base_model:
  - appvoid/palmer-003
  - microsoft/rho-math-1b-v0.1

test-cody-001

test-cody-001 is a merge of the following models using LazyMergekit:

• appvoid/palmer-003
• microsoft/rho-math-1b-v0.1

🧩 Configuration

models:
  - model: TinyLlama/TinyLlama-1.1B-Chat-v1.0
    #no parameters necessary for base model
  - model: appvoid/palmer-003
    parameters:
      density: 0.5
      weight: 0.5
  - model: microsoft/rho-math-1b-v0.1
    parameters:
      density: 0.5
      weight: 0.5

merge_method: ties
base_model: TinyLlama/TinyLlama-1.1B-Chat-v1.0
parameters:
  normalize: false
  int8_mask: true
dtype: float16

💻 Usage

!pip install -qU transformers accelerate

from transformers import AutoTokenizer
import transformers
import torch

model = "appvoid/test-cody-001"
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"])