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  1. arxiv/.gitattributes +54 -0
  2. arxiv/README.md +3 -0
  3. arxiv/arxiv.py +86 -0
  4. arxiv/data/test/domain_test_0.jsonl.zst +3 -0
  5. arxiv/data/test/domain_test_1.jsonl.zst +3 -0
  6. arxiv/data/test/domain_test_2.jsonl.zst +3 -0
  7. arxiv/data/test/pile_test_0.jsonl.zst +3 -0
  8. arxiv/data/train/domain_01_0.jsonl.zst +3 -0
  9. arxiv/data/train/domain_01_1.jsonl.zst +3 -0
  10. arxiv/data/train/domain_01_10.jsonl.zst +3 -0
  11. arxiv/data/train/domain_01_11.jsonl.zst +3 -0
  12. arxiv/data/train/domain_01_12.jsonl.zst +3 -0
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  14. arxiv/data/train/domain_01_14.jsonl.zst +3 -0
  15. arxiv/data/train/domain_01_15.jsonl.zst +3 -0
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  17. arxiv/data/train/domain_01_17.jsonl.zst +3 -0
  18. arxiv/data/train/domain_01_18.jsonl.zst +3 -0
  19. arxiv/data/train/domain_01_19.jsonl.zst +3 -0
  20. arxiv/data/train/domain_01_2.jsonl.zst +3 -0
  21. arxiv/data/train/domain_01_20.jsonl.zst +3 -0
  22. arxiv/data/train/domain_01_21.jsonl.zst +3 -0
  23. arxiv/data/train/domain_01_22.jsonl.zst +3 -0
  24. arxiv/data/train/domain_01_23.jsonl.zst +3 -0
  25. arxiv/data/train/domain_01_24.jsonl.zst +3 -0
  26. arxiv/data/train/domain_01_25.jsonl.zst +3 -0
  27. arxiv/data/train/domain_01_26.jsonl.zst +3 -0
  28. arxiv/data/train/domain_01_27.jsonl.zst +3 -0
  29. arxiv/data/train/domain_01_28.jsonl.zst +3 -0
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  32. arxiv/data/train/domain_01_30.jsonl.zst +3 -0
  33. arxiv/data/train/domain_01_31.jsonl.zst +3 -0
  34. arxiv/data/train/domain_01_32.jsonl.zst +3 -0
  35. arxiv/data/train/domain_01_33.jsonl.zst +3 -0
  36. arxiv/data/train/domain_01_34.jsonl.zst +3 -0
  37. arxiv/data/train/domain_01_35.jsonl.zst +3 -0
  38. arxiv/data/train/domain_01_36.jsonl.zst +3 -0
  39. arxiv/data/train/domain_01_37.jsonl.zst +3 -0
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  41. arxiv/data/train/domain_01_39.jsonl.zst +3 -0
  42. arxiv/data/train/domain_01_4.jsonl.zst +3 -0
  43. arxiv/data/train/domain_01_40.jsonl.zst +3 -0
  44. arxiv/data/train/domain_01_41.jsonl.zst +3 -0
  45. arxiv/data/train/domain_01_42.jsonl.zst +3 -0
  46. arxiv/data/train/domain_01_43.jsonl.zst +3 -0
  47. arxiv/data/train/domain_01_44.jsonl.zst +3 -0
  48. arxiv/data/train/domain_01_45.jsonl.zst +3 -0
  49. arxiv/data/train/domain_01_46.jsonl.zst +3 -0
  50. arxiv/data/train/domain_01_47.jsonl.zst +3 -0
arxiv/.gitattributes ADDED
@@ -0,0 +1,54 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ *.7z filter=lfs diff=lfs merge=lfs -text
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+ *.arrow filter=lfs diff=lfs merge=lfs -text
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+ *.bin filter=lfs diff=lfs merge=lfs -text
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+ *.bz2 filter=lfs diff=lfs merge=lfs -text
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+ *.ckpt filter=lfs diff=lfs merge=lfs -text
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+ *.ftz filter=lfs diff=lfs merge=lfs -text
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+ *.gz filter=lfs diff=lfs merge=lfs -text
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+ *.h5 filter=lfs diff=lfs merge=lfs -text
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+ *.joblib filter=lfs diff=lfs merge=lfs -text
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+ *.lfs.* filter=lfs diff=lfs merge=lfs -text
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+ *.lz4 filter=lfs diff=lfs merge=lfs -text
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+ *.rar filter=lfs diff=lfs merge=lfs -text
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+ *.safetensors filter=lfs diff=lfs merge=lfs -text
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+ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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+ *.tar.* filter=lfs diff=lfs merge=lfs -text
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+ *.zst filter=lfs diff=lfs merge=lfs -text
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+ *tfevents* filter=lfs diff=lfs merge=lfs -text
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+ # Audio files - uncompressed
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+ *.pcm filter=lfs diff=lfs merge=lfs -text
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+ *.sam filter=lfs diff=lfs merge=lfs -text
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+ *.raw filter=lfs diff=lfs merge=lfs -text
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+ # Audio files - compressed
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+ # Image files - uncompressed
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+ # Image files - compressed
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arxiv/README.md ADDED
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+ ---
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+ license: apache-2.0
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+ ---
arxiv/arxiv.py ADDED
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1
+ import io
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+ import json
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+ import os
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+ from glob import glob
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+
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+ import datasets
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+ import zstandard as zstd
8
+ from datasets import GeneratorBasedBuilder
9
+ from datasets.utils import Version
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+ from huggingface_hub import snapshot_download
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+
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+ # Requires REPO_NAME and file name to be same e.g. uspto.py
13
+ REPO_NAME = "Multi-Domain-Expert-Layers/arxiv"
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+
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+ class PileDomainDataset(GeneratorBasedBuilder):
16
+ VERSION = Version("1.0.0")
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+
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+ def _info(self):
19
+ return datasets.DatasetInfo(
20
+ description="Pile Domain Dataset",
21
+ features=datasets.Features(
22
+ {
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+ "text": datasets.Value("string"),
24
+ }
25
+ ),
26
+ supervised_keys=None,
27
+ )
28
+
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+ def _split_generators(self, dl_manager):
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+
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+ dl_path = snapshot_download(repo_id=REPO_NAME, repo_type="dataset")
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+
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+ return [
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+ datasets.SplitGenerator(
35
+ name=datasets.Split.TRAIN,
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+ gen_kwargs={
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+ "data_dir": os.path.join(dl_path, "data/train"),
38
+ "split": None,
39
+ },
40
+ ),
41
+ datasets.SplitGenerator(
42
+ name="validation",
43
+ gen_kwargs={
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+ "data_dir": os.path.join(dl_path, "data/val"),
45
+ "split": None,
46
+ },
47
+ ),
48
+ datasets.SplitGenerator(
49
+ name="validation_pile",
50
+ gen_kwargs={
51
+ "data_dir": os.path.join(dl_path, "data/val"),
52
+ "split": "pile",
53
+ },
54
+ ),
55
+ datasets.SplitGenerator(
56
+ name="validation_domain",
57
+ gen_kwargs={
58
+ "data_dir": os.path.join(dl_path, "data/val"),
59
+ "split": "domain",
60
+ },
61
+ ),
62
+ datasets.SplitGenerator(
63
+ name="test_pile",
64
+ gen_kwargs={"data_dir": os.path.join(dl_path, "data/test"), "split": "pile"},
65
+ ),
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+ datasets.SplitGenerator(
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+ name="test_domain",
68
+ gen_kwargs={"data_dir": os.path.join(dl_path, "data/test"), "split": "domain"},
69
+ ),
70
+ ]
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+
72
+ def _generate_examples(self, data_dir, split):
73
+ dctx = zstd.ZstdDecompressor()
74
+ idx = -1
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+ file_paths = glob(os.path.join(data_dir, f"*.jsonl.zst"))
76
+ if split is not None:
77
+ file_paths = [f for f in file_paths if split in f]
78
+ for file in file_paths:
79
+ with open(file, "rb") as f:
80
+ reader = dctx.stream_reader(f)
81
+ buffer = io.BufferedReader(reader)
82
+ for _, line in enumerate(buffer.readlines()):
83
+ data = json.loads(line)
84
+ idx += 1
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+ yield idx, data
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+
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