Update README.md

README.md

@@ -1,3 +1,27 @@
 ---
 license: apache-2.0
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+To create the dataset, we do the following for our internal tooling. 
+* rename `turns` to `prompts`,
+* add empty `reference` to remaining prompts (for HF Datasets),
+* Use the following code to load and save as a dataset
+```python
+from datasets import load_dataset
+import hashlib
+
+data = load_dataset("json", data_files="https://huggingface.co/datasets/HuggingFaceH4/mt_bench_prompts/raw/main/raw/question.jsonl", split="train")
+
+# %% create_dataset.ipynb 11
+def format_example(example):
+    return {
+        "prompt": example["prompt"],
+        "prompt_id": int(hashlib.sha256(''.join(example["prompt"]).encode("utf-8")).hexdigest(), 16) % (10 ** 8),
+        "category": example["category"],
+        "reference": example["reference"],
+    }
+
+formatted_ds = data.map(format_example, num_proc=6, remove_columns=data.column_names)
+
+# 
+formatted_ds.push_to_hub("HuggingFaceH4/mt_bench_prompts", split="train")
+```