Datasets:
Upload dataset
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
CHANGED
|
@@ -1,4 +1,69 @@
|
|
| 1 |
---
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 2 |
---
|
| 3 |
# Needle Threading: Can LLMs Follow Threads through Near-Million-Scale Haystacks?
|
| 4 |
|
|
|
|
| 1 |
---
|
| 2 |
+
dataset_info:
|
| 3 |
+
features:
|
| 4 |
+
- name: id
|
| 5 |
+
dtype: int64
|
| 6 |
+
- name: haystack
|
| 7 |
+
dtype: string
|
| 8 |
+
- name: keys
|
| 9 |
+
dtype: string
|
| 10 |
+
- name: values
|
| 11 |
+
dtype: string
|
| 12 |
+
- name: question
|
| 13 |
+
dtype: string
|
| 14 |
+
- name: context_length
|
| 15 |
+
dtype: int64
|
| 16 |
+
- name: num_kv_pairs
|
| 17 |
+
dtype: int64
|
| 18 |
+
- name: repeat_number
|
| 19 |
+
dtype: int64
|
| 20 |
+
- name: needle_depth
|
| 21 |
+
dtype: string
|
| 22 |
+
- name: num_needles
|
| 23 |
+
dtype: int64
|
| 24 |
+
- name: needle_placement
|
| 25 |
+
dtype: string
|
| 26 |
+
- name: conditional_character
|
| 27 |
+
dtype: string
|
| 28 |
+
- name: thread_length
|
| 29 |
+
dtype: int64
|
| 30 |
+
- name: thread_direction
|
| 31 |
+
dtype: string
|
| 32 |
+
- name: num_threads
|
| 33 |
+
dtype: int64
|
| 34 |
+
splits:
|
| 35 |
+
- name: Single_Needle
|
| 36 |
+
num_bytes: 159048560
|
| 37 |
+
num_examples: 660
|
| 38 |
+
- name: Multiple_Needles
|
| 39 |
+
num_bytes: 261371340
|
| 40 |
+
num_examples: 1080
|
| 41 |
+
- name: Conditional_Needles
|
| 42 |
+
num_bytes: 260974140
|
| 43 |
+
num_examples: 1080
|
| 44 |
+
- name: Single_Threads
|
| 45 |
+
num_bytes: 564730140
|
| 46 |
+
num_examples: 2340
|
| 47 |
+
- name: Multi_Threads
|
| 48 |
+
num_bytes: 1391847750
|
| 49 |
+
num_examples: 5700
|
| 50 |
+
download_size: 1798326219
|
| 51 |
+
dataset_size: 2637971930
|
| 52 |
+
configs:
|
| 53 |
+
- config_name: default
|
| 54 |
+
data_files:
|
| 55 |
+
- split: Single_Needle
|
| 56 |
+
path: data/Single_Needle-*
|
| 57 |
+
- split: Multiple_Needles
|
| 58 |
+
path: data/Multiple_Needles-*
|
| 59 |
+
- split: Conditional_Needles
|
| 60 |
+
path: data/Conditional_Needles-*
|
| 61 |
+
- split: Single_Threads
|
| 62 |
+
path: data/Single_Threads-*
|
| 63 |
+
- split: Multi_Threads
|
| 64 |
+
path: data/Multi_Threads-*
|
| 65 |
+
---
|
| 66 |
+
---
|
| 67 |
---
|
| 68 |
# Needle Threading: Can LLMs Follow Threads through Near-Million-Scale Haystacks?
|
| 69 |
|
data/Conditional_Needles-00000-of-00001.parquet
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:04a5ae5286b33ad47ab8eee3e4fe1759e0c485128ce0cbddda49a104293155f0
|
| 3 |
+
size 235844141
|
data/Multi_Threads-00000-of-00003.parquet
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:246ccbb7e13bf393ec37a6536000e9dcc759db2fac96e0620da15e8cee810492
|
| 3 |
+
size 326581960
|
data/Multi_Threads-00001-of-00003.parquet
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:65e36ddf5a3f4422fe85037e946bb5d50b3fcbfcea56009a462ec0db0f207068
|
| 3 |
+
size 367196792
|
data/Multi_Threads-00002-of-00003.parquet
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:b0308f244d69f30b9e5a7ff06651319a3bbe5cf2e5f55b5344cd71bfb03757b3
|
| 3 |
+
size 362410200
|
data/Multiple_Needles-00000-of-00001.parquet
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:ff60179350d262e6dd4a8bd7746c89ea8c633695ea640e31c4bd279ca26a64bb
|
| 3 |
+
size 16383424
|
data/Single_Needle-00000-of-00001.parquet
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:624a82eba1e8eefa545a7f817045b5abcb67d52a7cb4995484a6d41c43212d13
|
| 3 |
+
size 13170374
|
data/Single_Threads-00000-of-00002.parquet
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:b649b01047aa48f3d0294d11aba0814bd5085d882ab67844322b3470488958a6
|
| 3 |
+
size 221415764
|
data/Single_Threads-00001-of-00002.parquet
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:7ab3ee6c08ef69af9afab93e1351e984599a4eb17e3e7d023507a629325e5c7c
|
| 3 |
+
size 255323564
|