Update README.md

README.md

@@ -9,11 +9,19 @@ language:
 tags:
 - Long Context
 - reasoning
+- llama.cpp
 size_categories:
 - n<1K
 license: apache-2.0
 ---
 
+LongBench v2 converted for the llama.cpp perplexity multiple chice tool.
+
+> [!WARNING]
+> !! Currently does not work, will fix it in the near future. Probably.
+
+---
+
 # LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks
 
 🌐 Project Page: https://longbench2.github.io
@@ -28,45 +36,6 @@ To elaborate, LongBench v2 consists of 503 challenging multiple-choice questions
 
 **🔍 With LongBench v2, we are eager to find out how scaling inference-time compute will affect deep understanding and reasoning in long-context scenarios. View our 🏆 leaderboard [here](https://longbench2.github.io/#leaderboard) (updating).**
 
-# 🔨 How to use it?
-
-#### Loading Data
-
-You can download and load the **LongBench v2** data through the Hugging Face datasets ([🤗 HF Repo](https://huggingface.co/datasets/THUDM/LongBench-v2)):
-```python
-from datasets import load_dataset
-dataset = load_dataset('THUDM/LongBench-v2', split='train')
-```
-Alternatively, you can download the file from [this link](https://huggingface.co/datasets/THUDM/LongBench-v2/resolve/main/data.json) to load the data.
-
-#### Data Format
-
-All data in **LongBench v2** are standardized to the following format:
-
-```json
-{
-    "_id": "Unique identifier for each piece of data",
-    "domain": "The primary domain category of the data",
-    "sub_domain": "The specific sub-domain category within the domain",
-    "difficulty": "The difficulty level of the task, either 'easy' or 'hard'",
-    "length": "The length category of the task, which can be 'short', 'medium', or 'long'",
-    "question": "The input/command for the task, usually short, such as questions in QA, queries in many-shot learning, etc",
-    "choice_A": "Option A", "choice_B": "Option B", "choice_C": "Option C", "choice_D": "Option D",
-    "answer": "The groundtruth answer, denoted as A, B, C, or D",
-    "context": "The long context required for the task, such as documents, books, code repositories, etc."
-}
-```
-
-#### Evaluation
-
-This repository provides data download for LongBench v2. If you wish to use this dataset for automated evaluation, please refer to our [github](https://github.com/THUDM/LongBench).
-
-# Dataset Statistics
-
-<p align="left"><img width="60%" alt="data_instance" src="https://cdn-uploads.huggingface.co/production/uploads/64ed568ccf6118a9379a61b8/6i10a4KKy5WS2xGAQ8h9E.png"></p>
-
-<p align="left"><img width="70%" alt="data_instance" src="https://cdn-uploads.huggingface.co/production/uploads/64ed568ccf6118a9379a61b8/qWMf-xKmX17terdKxu9oa.png"></p>
-
 # Citation
 ```
 @article{bai2024longbench2,