Datasets:
Fix split to 35k train / 500 val / 500 test
Browse files- README.md +3 -5
- all.jsonl +2 -2
- metadata.json +35 -36
- test.jsonl +2 -2
- train.jsonl +2 -2
- val.jsonl +2 -2
README.md
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@@ -20,13 +20,11 @@ The data is extracted from `bigcode/the-stack-v2-dedup`, Python subset. The extr
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## Splits
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- `train.jsonl`:
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- `val.jsonl`:
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- `test.jsonl`:
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- `all.jsonl`: 36,000
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Note: the requested split `35k/5k/5k` sums to 45k, not 36k. This 36k snapshot keeps validation and test at 5k each and assigns the remaining 26k to train.
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## Record Format
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Each JSONL row is one Python class sample. Important fields include:
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## Splits
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- `train.jsonl`: 35,000
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- `val.jsonl`: 500
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- `test.jsonl`: 500
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- `all.jsonl`: 36,000
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## Record Format
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Each JSONL row is one Python class sample. Important fields include:
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all.jsonl
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@@ -1,3 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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oid sha256:
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size
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version https://git-lfs.github.com/spec/v1
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oid sha256:8a2be28fdd4e89ae72ae5f1bbfb7e1fc5e535f3c8186a44d7ec96aa989aa26ea
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size 444179967
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metadata.json
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@@ -6,11 +6,10 @@
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"snapshot_size": 36000,
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"snapshot_seed": 42,
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"bad_json_lines_skipped": 0,
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"requested_split_note": "User requested a 36k dataset and also 35k/5k/5k splits, which sums to 45k. This 36k snapshot uses 26k/5k/5k to keep validation and test at 5k each.",
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"splits": {
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"train":
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"val":
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"test":
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},
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"format": "class-level Python code generation with prompt, skeleton, method bodies, and reconstructed solution",
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"filters": {
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@@ -26,48 +25,48 @@
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"pyflakes_hard_filter": false
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},
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"method_count_distribution": {
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"2":
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"3":
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"4":
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"5":
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"6":
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},
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"top_repos": [
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[
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"cohesity/management-sdk-python",
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],
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[
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"microsoftgraph/msgraph-sdk-python",
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],
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[
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"home-assistant/core",
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],
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[
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"
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[
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"953250587/leetcode-python",
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],
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[
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"Shiv2157k/leet_code",
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],
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[
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"Jimmy-INL/google-research",
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],
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[
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"metoppv/improver",
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],
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[
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"bssrdf/pyleet",
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],
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[
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"dealflowteam/Idfy",
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],
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[
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"vincent-lg/tsunami",
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76
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],
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[
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"oxhead/CodingYourWay",
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75
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],
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[
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"vsdrun/lc_public",
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75
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],
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[
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"JavaRod/SP_Python220B_2019",
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],
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"
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],
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[
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"inventree/InvenTree",
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67
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],
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[
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"
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],
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[
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"luque/better-ways-of-thinking-about-software",
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]
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],
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"avg_body_lines": 9.
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"task": "Given class/method signatures and docstrings, generate class skeleton and method bodies for Diffusion + AR hybrid code generation experiments."
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}
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"snapshot_size": 36000,
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"snapshot_seed": 42,
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"bad_json_lines_skipped": 0,
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"splits": {
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"train": 35000,
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"val": 500,
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"test": 500
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},
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"format": "class-level Python code generation with prompt, skeleton, method bodies, and reconstructed solution",
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"filters": {
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"pyflakes_hard_filter": false
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},
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"method_count_distribution": {
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"2": 21551,
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"3": 8022,
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"4": 3599,
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"5": 1850,
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"6": 978
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},
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"top_repos": [
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[
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"cohesity/management-sdk-python",
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+
449
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],
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[
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"microsoftgraph/msgraph-sdk-python",
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394
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],
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[
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"home-assistant/core",
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286
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],
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[
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"sungminoh/algorithms",
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122
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],
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[
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"jansel/pytorch-jit-paritybench",
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122
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],
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[
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"953250587/leetcode-python",
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119
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],
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[
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"Shiv2157k/leet_code",
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117
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],
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[
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"Jimmy-INL/google-research",
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100
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],
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[
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"metoppv/improver",
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90
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],
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[
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"bssrdf/pyleet",
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],
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[
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"dealflowteam/Idfy",
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],
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[
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"vsdrun/lc_public",
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75
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],
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[
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"JavaRod/SP_Python220B_2019",
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74
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],
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[
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"oxhead/CodingYourWay",
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73
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],
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[
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"vincent-lg/tsunami",
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73
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],
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[
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"mindspore-ai/models",
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71
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],
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[
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"inventree/InvenTree",
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67
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],
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[
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"log2timeline/plaso",
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66
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],
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[
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"luque/better-ways-of-thinking-about-software",
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63
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],
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+
[
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"yiming1012/MyLeetCode",
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63
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]
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],
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"avg_body_lines": 9.1440909372996,
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"task": "Given class/method signatures and docstrings, generate class skeleton and method bodies for Diffusion + AR hybrid code generation experiments."
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}
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test.jsonl
CHANGED
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@@ -1,3 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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oid sha256:
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size
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version https://git-lfs.github.com/spec/v1
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oid sha256:45428812dea1255651ef87f387dcdc9fda1dc948c77f439fb93814cc0b1a363f
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size 6119695
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train.jsonl
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@@ -1,3 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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-
oid sha256:
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size
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version https://git-lfs.github.com/spec/v1
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oid sha256:2085f61548444e77c5d824a18111f593779d70060833f336435a93f82ae232b5
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size 431871109
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val.jsonl
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@@ -1,3 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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oid sha256:
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size
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version https://git-lfs.github.com/spec/v1
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oid sha256:6ed2725fd07e42e8d4557667a7edbd5eeab56399c024afb5e559de11b95a9a77
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size 6189163
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