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BrokenKeyboardMerge

BrokenKeyboardMerge is a merge of the following models using LazyMergekit:

🧩 Configuration

slices:
  - sources:
    - model: dhanushreddy29/BrokenKeyboard
      layer_range: [0, 16]
  - sources:
    - model: udkai/Turdus
      layer_range: [16, 32]
merge_method: passthrough
dtype: float16

💻 Usage

!pip install -qU transformers accelerate

from transformers import AutoTokenizer
import transformers
import torch

model = "dhanushreddy29/BrokenKeyboardMerge"
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"])

Open LLM Leaderboard Evaluation Results

Detailed results can be found here

Metric Value
Avg. 59.33
AI2 Reasoning Challenge (25-Shot) 59.73
HellaSwag (10-Shot) 81.25
MMLU (5-Shot) 58.36
TruthfulQA (0-shot) 52.00
Winogrande (5-shot) 78.69
GSM8k (5-shot) 25.93
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Evaluation results