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Browse files- README.md +65 -0
- data/Conditional_Needles-00000-of-00001.parquet +3 -0
- data/Multi_Threads-00000-of-00003.parquet +3 -0
- data/Multi_Threads-00001-of-00003.parquet +3 -0
- data/Multi_Threads-00002-of-00003.parquet +3 -0
- data/Multiple_Needles-00000-of-00001.parquet +3 -0
- data/Single_Needle-00000-of-00001.parquet +3 -0
- data/Single_Threads-00000-of-00002.parquet +3 -0
- data/Single_Threads-00001-of-00002.parquet +3 -0
README.md
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---
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---
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# Needle Threading: Can LLMs Follow Threads through Near-Million-Scale Haystacks?
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---
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dataset_info:
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features:
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- name: id
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dtype: int64
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- name: haystack
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dtype: string
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- name: keys
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dtype: string
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- name: values
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dtype: string
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- name: question
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dtype: string
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- name: context_length
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dtype: int64
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- name: num_kv_pairs
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dtype: int64
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- name: repeat_number
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dtype: int64
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- name: needle_depth
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dtype: string
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- name: num_needles
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dtype: int64
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- name: needle_placement
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dtype: string
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- name: conditional_character
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dtype: string
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- name: thread_length
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dtype: int64
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- name: thread_direction
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dtype: string
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- name: num_threads
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dtype: int64
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splits:
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- name: Single_Needle
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num_bytes: 159048560
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num_examples: 660
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- name: Multiple_Needles
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num_bytes: 261371340
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num_examples: 1080
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- name: Conditional_Needles
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num_bytes: 260974140
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num_examples: 1080
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- name: Single_Threads
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num_bytes: 564730140
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num_examples: 2340
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- name: Multi_Threads
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num_bytes: 1391847750
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num_examples: 5700
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download_size: 1798326219
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dataset_size: 2637971930
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configs:
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- config_name: default
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data_files:
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- split: Single_Needle
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path: data/Single_Needle-*
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- split: Multiple_Needles
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path: data/Multiple_Needles-*
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- split: Conditional_Needles
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path: data/Conditional_Needles-*
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- split: Single_Threads
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path: data/Single_Threads-*
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- split: Multi_Threads
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path: data/Multi_Threads-*
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---
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---
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---
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# Needle Threading: Can LLMs Follow Threads through Near-Million-Scale Haystacks?
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data/Conditional_Needles-00000-of-00001.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:04a5ae5286b33ad47ab8eee3e4fe1759e0c485128ce0cbddda49a104293155f0
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size 235844141
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data/Multi_Threads-00000-of-00003.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:246ccbb7e13bf393ec37a6536000e9dcc759db2fac96e0620da15e8cee810492
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size 326581960
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data/Multi_Threads-00001-of-00003.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:65e36ddf5a3f4422fe85037e946bb5d50b3fcbfcea56009a462ec0db0f207068
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size 367196792
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data/Multi_Threads-00002-of-00003.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:b0308f244d69f30b9e5a7ff06651319a3bbe5cf2e5f55b5344cd71bfb03757b3
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size 362410200
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data/Multiple_Needles-00000-of-00001.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:ff60179350d262e6dd4a8bd7746c89ea8c633695ea640e31c4bd279ca26a64bb
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size 16383424
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data/Single_Needle-00000-of-00001.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:624a82eba1e8eefa545a7f817045b5abcb67d52a7cb4995484a6d41c43212d13
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size 13170374
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data/Single_Threads-00000-of-00002.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:b649b01047aa48f3d0294d11aba0814bd5085d882ab67844322b3470488958a6
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size 221415764
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data/Single_Threads-00001-of-00002.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:7ab3ee6c08ef69af9afab93e1351e984599a4eb17e3e7d023507a629325e5c7c
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size 255323564
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