Datasets:
Formats:
parquet
Languages:
English
Size:
10K - 100K
ArXiv:
Tags:
long-context
biography
factuality
hallucination-detection
uncertainty-estimation
token-level-annotations
License:
| { | |
| "dataset": "Saria307/biosum-cuh", | |
| "format": "Hugging Face Dataset / Parquet", | |
| "benchmark_rows": { | |
| "train": 10000, | |
| "validation": 120, | |
| "test": 100 | |
| }, | |
| "benchmark_test": { | |
| "source": "data_long_long_common_100", | |
| "example_ids": "0..99", | |
| "historical_inherited_rows": "0..29 from data_long_long_common_short, byte-for-byte", | |
| "generated_rows": "30..99 from data_nature_old with wiki_common_knowledge", | |
| "seed_for_generated_rows": 42, | |
| "whitespace_word_range_inclusive": [ | |
| 128000, | |
| 512000 | |
| ], | |
| "wiki_file_count": 99, | |
| "wiki_corpus_sha256": "c37e6675d1e19035c30dbb1a30ab19f8dcfe43db48058fbc0f9f4a7d0bd6cac0", | |
| "metadata_sha256": "8a8722e4a7fcfaf89c3635a995cc7e99b4d59e1e9fc34eb9585b5957b416d187", | |
| "parquet_sha256": "5ac537d160dbd045e01cc2915560fc94335a717baed8a34e0b7176f1a0d82f26", | |
| "length_statistics": { | |
| "characters": { | |
| "min": 831117, | |
| "median": 999024, | |
| "mean": 1111049.5, | |
| "max": 1989229 | |
| }, | |
| "whitespace_words": { | |
| "min": 128191, | |
| "median": 151393.5, | |
| "mean": 168874.1, | |
| "max": 301409 | |
| }, | |
| "llama_3_1_8b_instruct_tokens_without_special_tokens": { | |
| "min": 168249, | |
| "median": 201749.5, | |
| "mean": 224648.9, | |
| "max": 399756 | |
| } | |
| } | |
| }, | |
| "activation_splits": { | |
| "train": { | |
| "rows": 7767, | |
| "unique_source_rows": 5500, | |
| "shards": 31, | |
| "valid_tokens": 122453, | |
| "label_counts": { | |
| "0": 19832, | |
| "1": 101924, | |
| "2": 697 | |
| } | |
| }, | |
| "detector_eval": { | |
| "rows": 139, | |
| "unique_source_validation_rows": 103, | |
| "source_overlap": { | |
| "benchmark_train": 0, | |
| "benchmark_validation": 103, | |
| "benchmark_test": 0 | |
| }, | |
| "shards": 1, | |
| "valid_tokens": 1631, | |
| "label_counts": { | |
| "0": 400, | |
| "1": 1052, | |
| "2": 179 | |
| }, | |
| "paper_filter": "activation_id >= 22", | |
| "paper_rows": 117, | |
| "paper_unique_source_validation_rows": 88, | |
| "paper_valid_tokens": 1454, | |
| "paper_label_counts": { | |
| "0": 400, | |
| "1": 1036, | |
| "2": 18 | |
| }, | |
| "trimmed_redundant_label_rows": [ | |
| 55, | |
| 58 | |
| ] | |
| } | |
| }, | |
| "tensor_schema": { | |
| "attn_act": [ | |
| 30, | |
| 4096 | |
| ], | |
| "logit_margin": [ | |
| 30, | |
| 1 | |
| ], | |
| "logit_topk": [ | |
| 30, | |
| 50 | |
| ] | |
| }, | |
| "tensor_dtype": "float32" | |
| } | |