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 |