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
Downloads last month
88
Safetensors
Model size
7.24B params
Tensor type
FP16
·
Inference Examples
This model does not have enough activity to be deployed to Inference API (serverless) yet. Increase its social visibility and check back later, or deploy to Inference Endpoints (dedicated) instead.

Model tree for dhanushreddy29/BrokenKeyboardMerge

Merge model
this model
Quantizations
1 model

Evaluation results