README.md

metadata

tags:
  - merge
  - mergekit
  - lazymergekit
  - psmathur/orca_mini_v3_13b
  - WizardLM/WizardLM-13B-V1.2
  - garage-bAInd/Platypus2-13B
base_model:
  - psmathur/orca_mini_v3_13b
  - WizardLM/WizardLM-13B-V1.2
  - garage-bAInd/Platypus2-13B

holaa

holaa is a merge of the following models using LazyMergekit:

• psmathur/orca_mini_v3_13b
• WizardLM/WizardLM-13B-V1.2
• garage-bAInd/Platypus2-13B

🧩 Configuration

  - model: psmathur/orca_mini_v3_13b
    parameters:
      weight: 1.0
  - model: WizardLM/WizardLM-13B-V1.2
    parameters:
      weight: 0.3
  - model: garage-bAInd/Platypus2-13B
    parameters:
      weight: 0.5
merge_method: linear
dtype: float16```

## 💻 Usage

```python
!pip install -qU transformers accelerate

from transformers import AutoTokenizer
import transformers
import torch

model = "mgv99/holaa"
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"])