Create TM.py

TM.py

@@ -0,0 +1,56 @@
+import datasets
+from datasets import DatasetBuilder, DatasetInfo
+import pandas as pd
+
+class TMDataset(datasets.GeneratorBasedBuilder):
+    def __init__(self):
+        self.downloads = [
+            "https://huggingface.co/datasets/Locutusque/InstructMix-V2/resolve/main/data/combined_datasets_batch_1.parquet",
+            "https://huggingface.co/datasets/Locutusque/InstructMix-V2/resolve/main/data/combined_datasets_batch_10.parquet",
+            "https://huggingface.co/datasets/Locutusque/InstructMix-V2/resolve/main/data/combined_datasets_batch_11.parquet",
+            "https://huggingface.co/datasets/Locutusque/InstructMix-V2/resolve/main/data/combined_datasets_batch_12.parquet",
+            "https://huggingface.co/datasets/Locutusque/InstructMix-V2/resolve/main/data/combined_datasets_batch_13.parquet",
+            "https://huggingface.co/datasets/Locutusque/InstructMix-V2/resolve/main/data/combined_datasets_batch_14.parquet",
+            "https://huggingface.co/datasets/Locutusque/InstructMix-V2/resolve/main/data/combined_datasets_batch_15.parquet",
+            "https://huggingface.co/datasets/Locutusque/InstructMix-V2/resolve/main/data/combined_datasets_batch_16.parquet",
+            "https://huggingface.co/datasets/Locutusque/InstructMix-V2/resolve/main/data/combined_datasets_batch_17.parquet",
+            "https://huggingface.co/datasets/Locutusque/InstructMix-V2/resolve/main/data/combined_datasets_batch_18.parquet",
+            "https://huggingface.co/datasets/Locutusque/InstructMix-V2/resolve/main/data/combined_datasets_batch_2.parquet",
+            "https://huggingface.co/datasets/Locutusque/InstructMix-V2/resolve/main/data/combined_datasets_batch_3.parquet",
+            "https://huggingface.co/datasets/Locutusque/InstructMix-V2/resolve/main/data/combined_datasets_batch_4.parquet",
+            "https://huggingface.co/datasets/Locutusque/InstructMix-V2/resolve/main/data/combined_datasets_batch_5.parquet",
+            "https://huggingface.co/datasets/Locutusque/InstructMix-V2/resolve/main/data/combined_datasets_batch_6.parquet",
+            "https://huggingface.co/datasets/Locutusque/InstructMix-V2/resolve/main/data/combined_datasets_batch_7.parquet",
+            "https://huggingface.co/datasets/Locutusque/InstructMix-V2/resolve/main/data/combined_datasets_batch_8.parquet",
+            "https://huggingface.co/datasets/Locutusque/InstructMix-V2/resolve/main/data/combined_datasets_batch_9.parquet"
+
+        ]
+    VERSION = datasets.Version("1.0.0")
+
+    def _info(self):
+       
+        features = datasets.Features({
+            "text": datasets.Value("string"),
+        })
+        
+        return datasets.DatasetInfo(
+            description="Combination of text completion datasets",
+            features=features,
+            supervised_keys=None
+        )
+
+    def _split_generators(self, dl_manager):
+
+        data_dir = dl_manager.download_and_extract(self.downloads)
+        return [
+            datasets.SplitGenerator(name=datasets.Split.TRAIN, gen_kwargs={"filepath": data_dir})
+        ]
+
+    def _generate_examples(self, filepath):
+        for file in filepath: 
+            df = pd.read_parquet(file)
+            
+            for idx, row in df.iterrows():
+                yield idx, {
+                    "text": row["text"],
+                }