Datasets:
Formats:
parquet
Languages:
English
Size:
10K - 100K
ArXiv:
Tags:
reinforcement-learning-from-human-feedback
reinforcement-learning
dialogue
conversational-ai
preference-alignment
License:
Update README.md
Browse files
README.md
CHANGED
|
@@ -1,173 +1,175 @@
|
|
| 1 |
-
---
|
| 2 |
-
language:
|
| 3 |
-
- en
|
| 4 |
-
license: apache-2.0
|
| 5 |
-
dataset_info:
|
| 6 |
-
- config_name: feedback_decoder_binary
|
| 7 |
-
features:
|
| 8 |
-
- name: predictions
|
| 9 |
-
dtype: int64
|
| 10 |
-
- name: labels
|
| 11 |
-
dtype: int64
|
| 12 |
-
- name: game_turn_id
|
| 13 |
-
dtype: string
|
| 14 |
-
- name: text
|
| 15 |
-
dtype: string
|
| 16 |
-
splits:
|
| 17 |
-
- name: train
|
| 18 |
-
num_bytes: 5115528
|
| 19 |
-
num_examples: 7003
|
| 20 |
-
download_size: 651037
|
| 21 |
-
dataset_size: 5115528
|
| 22 |
-
- config_name: feedback_decoder_ternary
|
| 23 |
-
features:
|
| 24 |
-
- name: predictions
|
| 25 |
-
dtype: int64
|
| 26 |
-
- name: labels
|
| 27 |
-
dtype: int64
|
| 28 |
-
- name: game_turn_id
|
| 29 |
-
dtype: string
|
| 30 |
-
- name: text
|
| 31 |
-
dtype: string
|
| 32 |
-
splits:
|
| 33 |
-
- name: train
|
| 34 |
-
num_bytes: 4936671
|
| 35 |
-
num_examples: 7003
|
| 36 |
-
download_size: 640213
|
| 37 |
-
dataset_size: 4936671
|
| 38 |
-
- config_name: human_eval
|
| 39 |
-
features:
|
| 40 |
-
- name: correctness
|
| 41 |
-
dtype: string
|
| 42 |
-
- name: feedback
|
| 43 |
-
dtype: string
|
| 44 |
-
- name: delta_clicks
|
| 45 |
-
sequence: string
|
| 46 |
-
- name: game_id
|
| 47 |
-
dtype: string
|
| 48 |
-
- name: turn_id
|
| 49 |
-
dtype: int64
|
| 50 |
-
- name: round
|
| 51 |
-
dtype: int64
|
| 52 |
-
- name: policy_name
|
| 53 |
-
dtype: string
|
| 54 |
-
- name: targets
|
| 55 |
-
sequence: string
|
| 56 |
-
- name: selected
|
| 57 |
-
sequence: string
|
| 58 |
-
- name: deselected
|
| 59 |
-
sequence: string
|
| 60 |
-
- name: context
|
| 61 |
-
sequence: string
|
| 62 |
-
- name: end
|
| 63 |
-
dtype: int8
|
| 64 |
-
- name: currently_selected
|
| 65 |
-
sequence: string
|
| 66 |
-
splits:
|
| 67 |
-
- name: train
|
| 68 |
-
num_bytes: 3190406
|
| 69 |
-
num_examples: 8111
|
| 70 |
-
download_size: 347537
|
| 71 |
-
dataset_size: 3190406
|
| 72 |
-
- config_name: interaction
|
| 73 |
-
features:
|
| 74 |
-
- name: game_id
|
| 75 |
-
dtype: string
|
| 76 |
-
- name: turn
|
| 77 |
-
dtype: int64
|
| 78 |
-
- name: end
|
| 79 |
-
dtype: string
|
| 80 |
-
- name: s comments
|
| 81 |
-
dtype: string
|
| 82 |
-
- name: speaker
|
| 83 |
-
dtype: string
|
| 84 |
-
- name: len
|
| 85 |
-
dtype: string
|
| 86 |
-
- name: clicks
|
| 87 |
-
sequence:
|
| 88 |
-
sequence: string
|
| 89 |
-
- name: context
|
| 90 |
-
sequence: string
|
| 91 |
-
- name: targets
|
| 92 |
-
sequence: string
|
| 93 |
-
- name: chat
|
| 94 |
-
sequence: string
|
| 95 |
-
- name: dataset_alias
|
| 96 |
-
dtype: string
|
| 97 |
-
- name: policy_name
|
| 98 |
-
dtype: string
|
| 99 |
-
- name: date
|
| 100 |
-
dtype: date32
|
| 101 |
-
- name: round
|
| 102 |
-
dtype: int64
|
| 103 |
-
splits:
|
| 104 |
-
- name: train
|
| 105 |
-
num_bytes: 8775426
|
| 106 |
-
num_examples: 7920
|
| 107 |
-
download_size: 2120499
|
| 108 |
-
dataset_size: 8775426
|
| 109 |
-
- config_name: turn
|
| 110 |
-
features:
|
| 111 |
-
- name: chats
|
| 112 |
-
sequence: string
|
| 113 |
-
- name: clicks
|
| 114 |
-
sequence:
|
| 115 |
-
sequence: string
|
| 116 |
-
- name: targets
|
| 117 |
-
sequence: string
|
| 118 |
-
- name: game_id
|
| 119 |
-
dtype: string
|
| 120 |
-
- name: end
|
| 121 |
-
dtype: int8
|
| 122 |
-
- name: context
|
| 123 |
-
sequence: string
|
| 124 |
-
- name: turn_id
|
| 125 |
-
dtype: int8
|
| 126 |
-
- name: currently_selected
|
| 127 |
-
sequence: string
|
| 128 |
-
- name: deselected
|
| 129 |
-
sequence: string
|
| 130 |
-
- name: selected
|
| 131 |
-
sequence: string
|
| 132 |
-
- name: chat_feedback
|
| 133 |
-
dtype: string
|
| 134 |
-
- name: game_turn_id
|
| 135 |
-
dtype: string
|
| 136 |
-
- name: prob_action
|
| 137 |
-
dtype: float64
|
| 138 |
-
- name: dataset_alias
|
| 139 |
-
dtype: string
|
| 140 |
-
- name: policy_name
|
| 141 |
-
dtype: string
|
| 142 |
-
- name: date
|
| 143 |
-
dtype: date32
|
| 144 |
-
- name: round
|
| 145 |
-
dtype: int64
|
| 146 |
-
splits:
|
| 147 |
-
- name: train
|
| 148 |
-
num_bytes: 45674609
|
| 149 |
-
num_examples: 59431
|
| 150 |
-
download_size: 6438021
|
| 151 |
-
dataset_size: 45674609
|
| 152 |
-
configs:
|
| 153 |
-
- config_name: feedback_decoder_binary
|
| 154 |
-
data_files:
|
| 155 |
-
- split: train
|
| 156 |
-
path: feedback_decoder_binary/train-*
|
| 157 |
-
- config_name: feedback_decoder_ternary
|
| 158 |
-
data_files:
|
| 159 |
-
- split: train
|
| 160 |
-
path: feedback_decoder_ternary/train-*
|
| 161 |
-
- config_name: human_eval
|
| 162 |
-
data_files:
|
| 163 |
-
- split: train
|
| 164 |
-
path: human_eval/train-*
|
| 165 |
-
- config_name: interaction
|
| 166 |
-
data_files:
|
| 167 |
-
- split: train
|
| 168 |
-
path: interaction/train-*
|
| 169 |
-
- config_name: turn
|
| 170 |
-
data_files:
|
| 171 |
-
- split: train
|
| 172 |
-
path: turn/train-*
|
| 173 |
-
---
|
|
|
|
|
|
|
|
|
| 1 |
+
---
|
| 2 |
+
language:
|
| 3 |
+
- en
|
| 4 |
+
license: apache-2.0
|
| 5 |
+
dataset_info:
|
| 6 |
+
- config_name: feedback_decoder_binary
|
| 7 |
+
features:
|
| 8 |
+
- name: predictions
|
| 9 |
+
dtype: int64
|
| 10 |
+
- name: labels
|
| 11 |
+
dtype: int64
|
| 12 |
+
- name: game_turn_id
|
| 13 |
+
dtype: string
|
| 14 |
+
- name: text
|
| 15 |
+
dtype: string
|
| 16 |
+
splits:
|
| 17 |
+
- name: train
|
| 18 |
+
num_bytes: 5115528
|
| 19 |
+
num_examples: 7003
|
| 20 |
+
download_size: 651037
|
| 21 |
+
dataset_size: 5115528
|
| 22 |
+
- config_name: feedback_decoder_ternary
|
| 23 |
+
features:
|
| 24 |
+
- name: predictions
|
| 25 |
+
dtype: int64
|
| 26 |
+
- name: labels
|
| 27 |
+
dtype: int64
|
| 28 |
+
- name: game_turn_id
|
| 29 |
+
dtype: string
|
| 30 |
+
- name: text
|
| 31 |
+
dtype: string
|
| 32 |
+
splits:
|
| 33 |
+
- name: train
|
| 34 |
+
num_bytes: 4936671
|
| 35 |
+
num_examples: 7003
|
| 36 |
+
download_size: 640213
|
| 37 |
+
dataset_size: 4936671
|
| 38 |
+
- config_name: human_eval
|
| 39 |
+
features:
|
| 40 |
+
- name: correctness
|
| 41 |
+
dtype: string
|
| 42 |
+
- name: feedback
|
| 43 |
+
dtype: string
|
| 44 |
+
- name: delta_clicks
|
| 45 |
+
sequence: string
|
| 46 |
+
- name: game_id
|
| 47 |
+
dtype: string
|
| 48 |
+
- name: turn_id
|
| 49 |
+
dtype: int64
|
| 50 |
+
- name: round
|
| 51 |
+
dtype: int64
|
| 52 |
+
- name: policy_name
|
| 53 |
+
dtype: string
|
| 54 |
+
- name: targets
|
| 55 |
+
sequence: string
|
| 56 |
+
- name: selected
|
| 57 |
+
sequence: string
|
| 58 |
+
- name: deselected
|
| 59 |
+
sequence: string
|
| 60 |
+
- name: context
|
| 61 |
+
sequence: string
|
| 62 |
+
- name: end
|
| 63 |
+
dtype: int8
|
| 64 |
+
- name: currently_selected
|
| 65 |
+
sequence: string
|
| 66 |
+
splits:
|
| 67 |
+
- name: train
|
| 68 |
+
num_bytes: 3190406
|
| 69 |
+
num_examples: 8111
|
| 70 |
+
download_size: 347537
|
| 71 |
+
dataset_size: 3190406
|
| 72 |
+
- config_name: interaction
|
| 73 |
+
features:
|
| 74 |
+
- name: game_id
|
| 75 |
+
dtype: string
|
| 76 |
+
- name: turn
|
| 77 |
+
dtype: int64
|
| 78 |
+
- name: end
|
| 79 |
+
dtype: string
|
| 80 |
+
- name: s comments
|
| 81 |
+
dtype: string
|
| 82 |
+
- name: speaker
|
| 83 |
+
dtype: string
|
| 84 |
+
- name: len
|
| 85 |
+
dtype: string
|
| 86 |
+
- name: clicks
|
| 87 |
+
sequence:
|
| 88 |
+
sequence: string
|
| 89 |
+
- name: context
|
| 90 |
+
sequence: string
|
| 91 |
+
- name: targets
|
| 92 |
+
sequence: string
|
| 93 |
+
- name: chat
|
| 94 |
+
sequence: string
|
| 95 |
+
- name: dataset_alias
|
| 96 |
+
dtype: string
|
| 97 |
+
- name: policy_name
|
| 98 |
+
dtype: string
|
| 99 |
+
- name: date
|
| 100 |
+
dtype: date32
|
| 101 |
+
- name: round
|
| 102 |
+
dtype: int64
|
| 103 |
+
splits:
|
| 104 |
+
- name: train
|
| 105 |
+
num_bytes: 8775426
|
| 106 |
+
num_examples: 7920
|
| 107 |
+
download_size: 2120499
|
| 108 |
+
dataset_size: 8775426
|
| 109 |
+
- config_name: turn
|
| 110 |
+
features:
|
| 111 |
+
- name: chats
|
| 112 |
+
sequence: string
|
| 113 |
+
- name: clicks
|
| 114 |
+
sequence:
|
| 115 |
+
sequence: string
|
| 116 |
+
- name: targets
|
| 117 |
+
sequence: string
|
| 118 |
+
- name: game_id
|
| 119 |
+
dtype: string
|
| 120 |
+
- name: end
|
| 121 |
+
dtype: int8
|
| 122 |
+
- name: context
|
| 123 |
+
sequence: string
|
| 124 |
+
- name: turn_id
|
| 125 |
+
dtype: int8
|
| 126 |
+
- name: currently_selected
|
| 127 |
+
sequence: string
|
| 128 |
+
- name: deselected
|
| 129 |
+
sequence: string
|
| 130 |
+
- name: selected
|
| 131 |
+
sequence: string
|
| 132 |
+
- name: chat_feedback
|
| 133 |
+
dtype: string
|
| 134 |
+
- name: game_turn_id
|
| 135 |
+
dtype: string
|
| 136 |
+
- name: prob_action
|
| 137 |
+
dtype: float64
|
| 138 |
+
- name: dataset_alias
|
| 139 |
+
dtype: string
|
| 140 |
+
- name: policy_name
|
| 141 |
+
dtype: string
|
| 142 |
+
- name: date
|
| 143 |
+
dtype: date32
|
| 144 |
+
- name: round
|
| 145 |
+
dtype: int64
|
| 146 |
+
splits:
|
| 147 |
+
- name: train
|
| 148 |
+
num_bytes: 45674609
|
| 149 |
+
num_examples: 59431
|
| 150 |
+
download_size: 6438021
|
| 151 |
+
dataset_size: 45674609
|
| 152 |
+
configs:
|
| 153 |
+
- config_name: feedback_decoder_binary
|
| 154 |
+
data_files:
|
| 155 |
+
- split: train
|
| 156 |
+
path: feedback_decoder_binary/train-*
|
| 157 |
+
- config_name: feedback_decoder_ternary
|
| 158 |
+
data_files:
|
| 159 |
+
- split: train
|
| 160 |
+
path: feedback_decoder_ternary/train-*
|
| 161 |
+
- config_name: human_eval
|
| 162 |
+
data_files:
|
| 163 |
+
- split: train
|
| 164 |
+
path: human_eval/train-*
|
| 165 |
+
- config_name: interaction
|
| 166 |
+
data_files:
|
| 167 |
+
- split: train
|
| 168 |
+
path: interaction/train-*
|
| 169 |
+
- config_name: turn
|
| 170 |
+
data_files:
|
| 171 |
+
- split: train
|
| 172 |
+
path: turn/train-*
|
| 173 |
+
---
|
| 174 |
+
|
| 175 |
+
<https://arxiv.org/abs/2410.13852>
|