Comments (2)
Since we are dealing with code languages what would be the downside of whitespaces?
from bigcode-analysis.
Different tokenizers shows slightly different results (all metrics are time in seconds except last two columns):
Model | All | Loading | Minhash | Index | Query | Clustering | Deduplicate | Save | Before | After |
---|---|---|---|---|---|---|---|---|---|---|
codebert-base | 497.50 | 2.42 | 407.31 | 33.21 | 7.14 | 3.39 | 0.77 | 5.37 | 300000 | 265462 |
codegen-2B-multi | 470.88 | 2.29 | 382.11 | 31.97 | 7.00 | 3.32 | 0.77 | 5.73 | 300000 | 265590 |
codeparrot | 485.77 | 2.19 | 396.86 | 32.71 | 7.04 | 3.18 | 0.76 | 5.33 | 300000 | 267085 |
regex | 167.65 | 2.31 | 80.09 | 31.80 | 6.88 | 3.20 | 0.72 | 5.41 | 300000 | 268624 |
incoder-6B | 437.87 | 2.28 | 349.05 | 32.82 | 6.95 | 2.88 | 0.73 | 5.53 | 300000 | 271802 |
space | - | 2.18 | 0.18 | 31.17 | 6.87 | 2.42 | 0.04 | 5.28 | 300000 | 278664 |
from bigcode-analysis.
Related Issues (14)
- Upload github dataset with license column
- Broken link HOT 1
- Decontamination HOT 9
- github scraping speed limit
- [Decontamination] Add readme and instructions to run substring decontamination HOT 1
- Rename model names on HF hub HOT 1
- cannot import AttentionType from gpt2
- Evaluate CodeGen on safe and all-license dataset HOT 3
- Reorganize bigcode-data-analysis repository HOT 1
- Add filtering to the near deduplicated safe dataset HOT 1
- [Near Deduplication] Benchmark HOT 2
- [Exact Substring Deduplication] Analysis HOT 1
- [Near Deduplication] Post processing
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from bigcode-analysis.