Datasets:
Update README.md
Browse files
README.md
CHANGED
|
@@ -1,66 +1,75 @@
|
|
| 1 |
-
---
|
| 2 |
-
license: mit
|
| 3 |
-
dataset_info:
|
| 4 |
-
features:
|
| 5 |
-
- name: id
|
| 6 |
-
dtype: int64
|
| 7 |
-
- name: haystack
|
| 8 |
-
dtype: string
|
| 9 |
-
- name: keys
|
| 10 |
-
dtype: string
|
| 11 |
-
- name: values
|
| 12 |
-
dtype: string
|
| 13 |
-
- name: question
|
| 14 |
-
dtype: string
|
| 15 |
-
- name: context_length
|
| 16 |
-
dtype: int64
|
| 17 |
-
- name: num_kv_pairs
|
| 18 |
-
dtype: int64
|
| 19 |
-
- name: repeat_number
|
| 20 |
-
dtype: int64
|
| 21 |
-
- name: needle_depth
|
| 22 |
-
dtype: string
|
| 23 |
-
- name: num_needles
|
| 24 |
-
dtype: int64
|
| 25 |
-
- name: needle_placement
|
| 26 |
-
dtype: string
|
| 27 |
-
- name: conditional_character
|
| 28 |
-
dtype: string
|
| 29 |
-
- name: thread_length
|
| 30 |
-
dtype: int64
|
| 31 |
-
- name: thread_direction
|
| 32 |
-
dtype: string
|
| 33 |
-
- name: num_threads
|
| 34 |
-
dtype: int64
|
| 35 |
-
splits:
|
| 36 |
-
- name: Single_Needle
|
| 37 |
-
num_bytes: 159048560.0
|
| 38 |
-
num_examples: 660
|
| 39 |
-
- name: Multiple_Needles
|
| 40 |
-
num_bytes: 261371340.0
|
| 41 |
-
num_examples: 1080
|
| 42 |
-
- name: Conditional_Needles
|
| 43 |
-
num_bytes: 260974140.0
|
| 44 |
-
num_examples: 1080
|
| 45 |
-
- name: Single_Threads
|
| 46 |
-
num_bytes: 564730140.0
|
| 47 |
-
num_examples: 2340
|
| 48 |
-
- name: Multi_Threads
|
| 49 |
-
num_bytes: 1390072950.0
|
| 50 |
-
num_examples: 5700
|
| 51 |
-
download_size: 2368028868
|
| 52 |
-
dataset_size: 2636197130.0
|
| 53 |
-
configs:
|
| 54 |
-
- config_name: default
|
| 55 |
-
data_files:
|
| 56 |
-
- split: Single_Needle
|
| 57 |
-
path: data/Single_Needle-*
|
| 58 |
-
- split: Multiple_Needles
|
| 59 |
-
path: data/Multiple_Needles-*
|
| 60 |
-
- split: Conditional_Needles
|
| 61 |
-
path: data/Conditional_Needles-*
|
| 62 |
-
- split: Single_Threads
|
| 63 |
-
path: data/Single_Threads-*
|
| 64 |
-
- split: Multi_Threads
|
| 65 |
-
path: data/Multi_Threads-*
|
| 66 |
-
---
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
---
|
| 2 |
+
license: mit
|
| 3 |
+
dataset_info:
|
| 4 |
+
features:
|
| 5 |
+
- name: id
|
| 6 |
+
dtype: int64
|
| 7 |
+
- name: haystack
|
| 8 |
+
dtype: string
|
| 9 |
+
- name: keys
|
| 10 |
+
dtype: string
|
| 11 |
+
- name: values
|
| 12 |
+
dtype: string
|
| 13 |
+
- name: question
|
| 14 |
+
dtype: string
|
| 15 |
+
- name: context_length
|
| 16 |
+
dtype: int64
|
| 17 |
+
- name: num_kv_pairs
|
| 18 |
+
dtype: int64
|
| 19 |
+
- name: repeat_number
|
| 20 |
+
dtype: int64
|
| 21 |
+
- name: needle_depth
|
| 22 |
+
dtype: string
|
| 23 |
+
- name: num_needles
|
| 24 |
+
dtype: int64
|
| 25 |
+
- name: needle_placement
|
| 26 |
+
dtype: string
|
| 27 |
+
- name: conditional_character
|
| 28 |
+
dtype: string
|
| 29 |
+
- name: thread_length
|
| 30 |
+
dtype: int64
|
| 31 |
+
- name: thread_direction
|
| 32 |
+
dtype: string
|
| 33 |
+
- name: num_threads
|
| 34 |
+
dtype: int64
|
| 35 |
+
splits:
|
| 36 |
+
- name: Single_Needle
|
| 37 |
+
num_bytes: 159048560.0
|
| 38 |
+
num_examples: 660
|
| 39 |
+
- name: Multiple_Needles
|
| 40 |
+
num_bytes: 261371340.0
|
| 41 |
+
num_examples: 1080
|
| 42 |
+
- name: Conditional_Needles
|
| 43 |
+
num_bytes: 260974140.0
|
| 44 |
+
num_examples: 1080
|
| 45 |
+
- name: Single_Threads
|
| 46 |
+
num_bytes: 564730140.0
|
| 47 |
+
num_examples: 2340
|
| 48 |
+
- name: Multi_Threads
|
| 49 |
+
num_bytes: 1390072950.0
|
| 50 |
+
num_examples: 5700
|
| 51 |
+
download_size: 2368028868
|
| 52 |
+
dataset_size: 2636197130.0
|
| 53 |
+
configs:
|
| 54 |
+
- config_name: default
|
| 55 |
+
data_files:
|
| 56 |
+
- split: Single_Needle
|
| 57 |
+
path: data/Single_Needle-*
|
| 58 |
+
- split: Multiple_Needles
|
| 59 |
+
path: data/Multiple_Needles-*
|
| 60 |
+
- split: Conditional_Needles
|
| 61 |
+
path: data/Conditional_Needles-*
|
| 62 |
+
- split: Single_Threads
|
| 63 |
+
path: data/Single_Threads-*
|
| 64 |
+
- split: Multi_Threads
|
| 65 |
+
path: data/Multi_Threads-*
|
| 66 |
+
---
|
| 67 |
+
|
| 68 |
+
|
| 69 |
+
# Needle Threading: Can LLMs Follow Threads through Near-Million-Scale Haystacks?
|
| 70 |
+
|
| 71 |
+
## Dataset Description
|
| 72 |
+
|
| 73 |
+
- **Homepage:** [https://needle-threading.github.io](https://needle-threading.github.io)
|
| 74 |
+
- **Paper:** [Needle Threading: Can LLMs Follow Threads through Near-Million-Scale Haystacks?](https://arxiv.org/abs/)
|
| 75 |
+
- **Repository** [Needle Threading](https://github.com/jonathan-roberts1/needle-threading)
|