metadata
configs:
- config_name: default
data_files:
- split: train
path: data/train-*
- split: train_minus_64
path: data/train_minus_64-*
- split: valid_64
path: data/valid_64-*
dataset_info:
features:
- name: dialogue_id
dtype: string
- name: turn_id
dtype: int8
- name: user_utterances
sequence: string
- name: system_utterances
sequence: string
- name: system_response
dtype: string
- name: system_response_acts
sequence: string
- name: turn_slot_values
struct:
- name: hotel
struct:
- name: price range
dtype: string
- name: type
dtype: string
- name: parking
dtype: string
- name: book day
dtype: string
- name: book people
dtype: string
- name: book stay
dtype: string
- name: stars
dtype: string
- name: internet
dtype: string
- name: name
dtype: string
- name: area
dtype: string
- name: train
struct:
- name: arrive by
dtype: string
- name: departure
dtype: string
- name: day
dtype: string
- name: book people
dtype: string
- name: leave at
dtype: string
- name: destination
dtype: string
- name: attraction
struct:
- name: area
dtype: string
- name: name
dtype: string
- name: type
dtype: string
- name: restaurant
struct:
- name: price range
dtype: string
- name: area
dtype: string
- name: food
dtype: string
- name: name
dtype: string
- name: book day
dtype: string
- name: book people
dtype: string
- name: book time
dtype: string
- name: taxi
struct:
- name: leave at
dtype: string
- name: destination
dtype: string
- name: departure
dtype: string
- name: arrive by
dtype: string
- name: slot_values
struct:
- name: hotel
struct:
- name: price range
dtype: string
- name: type
dtype: string
- name: parking
dtype: string
- name: book day
dtype: string
- name: book people
dtype: string
- name: book stay
dtype: string
- name: stars
dtype: string
- name: internet
dtype: string
- name: name
dtype: string
- name: area
dtype: string
- name: train
struct:
- name: arrive by
dtype: string
- name: departure
dtype: string
- name: day
dtype: string
- name: book people
dtype: string
- name: leave at
dtype: string
- name: destination
dtype: string
- name: attraction
struct:
- name: area
dtype: string
- name: name
dtype: string
- name: type
dtype: string
- name: restaurant
struct:
- name: price range
dtype: string
- name: area
dtype: string
- name: food
dtype: string
- name: name
dtype: string
- name: book day
dtype: string
- name: book people
dtype: string
- name: book time
dtype: string
- name: taxi
struct:
- name: leave at
dtype: string
- name: destination
dtype: string
- name: departure
dtype: string
- name: arrive by
dtype: string
- name: last_slot_values
struct:
- name: hotel
struct:
- name: price range
dtype: string
- name: type
dtype: string
- name: parking
dtype: string
- name: book day
dtype: string
- name: book people
dtype: string
- name: book stay
dtype: string
- name: stars
dtype: string
- name: internet
dtype: string
- name: name
dtype: string
- name: area
dtype: string
- name: train
struct:
- name: arrive by
dtype: string
- name: departure
dtype: string
- name: day
dtype: string
- name: book people
dtype: string
- name: leave at
dtype: string
- name: destination
dtype: string
- name: attraction
struct:
- name: area
dtype: string
- name: name
dtype: string
- name: type
dtype: string
- name: restaurant
struct:
- name: price range
dtype: string
- name: area
dtype: string
- name: food
dtype: string
- name: name
dtype: string
- name: book day
dtype: string
- name: book people
dtype: string
- name: book time
dtype: string
- name: taxi
struct:
- name: leave at
dtype: string
- name: destination
dtype: string
- name: departure
dtype: string
- name: arrive by
dtype: string
- name: domains
sequence: string
- name: last_system_response_acts
sequence: string
splits:
- name: train
num_bytes: 76929212
num_examples: 56344
- name: train_minus_64
num_bytes: 76327093.18536136
num_examples: 55903
- name: valid_64
num_bytes: 602118.8146386483
num_examples: 441
download_size: 25959448
dataset_size: 153858424
Self-Labelled MultiWOZ Dataset
Manifest Group: mar_18
Number of Dialogues: 8324
Number of Turns: 56344
This dataset was created via a self-labelling process composed of multiple runs, in which un-labelled dialogue data (utterances from the user and system only) is labelled with pseudo-annotations for the belief state, system acts, and de-lexicalized system response.
Here is the list of W&B runs contributing to this dataset. Each run is a self-labelling run, and should be well defined as partitioning a larger dataset in to chunks labelled with the same process. Consult each run to validate the git revision and configuration parameters.
- 0i9bvfc5 (
train_1550_1600) - 135s25yy (
train_5600_5650) - 137u2woa (
train_2900_2950) - 169d45nv (
train_6100_6150) - 1ivbqbkk (
train_1000_1050) - 2ve48tlz (
train_6750_6800) - 2xlv8mdx (
train_7950_8000) - 2y230i0u (
train_1100_1150) - 2zix7ufu (
train_7400_7450) - 372be96t (
train_2000_2050) - 3in1zz6h (
train_4850_4900) - 3vhsh54v (
train_4350_4400) - 3ygw1vsk (
train_7250_7300) - 40g8ajwa (
train_3850_3900) - 4241pcl4 (
train_7550_7600) - 43p84mzi (
train_5650_5700) - 45d5jnru (
train_3700_3750) - 46fp0gd4 (
train_3950_4000) - 49nrb7xf (
train_400_450) - 4hajaprn (
train_1150_1200) - 4i11no5o (
train_1850_1900) - 4i9h8s4x (
train_3300_3350) - 4ma1apxn (
train_800_850) - 4p1f9j2m (
train_5550_5600) - 4sqvuzyr (
train_3200_3250) - 50cuj0w2 (
train_3050_3100) - 5m02vqe4 (
train_700_750) - 5nfc6rps (
train_6000_6050) - 5sri2wi8 (
train_1700_1750) - 61k5zbbj (
train_3500_3550) - 6gemz3ys (
train_6250_6300) - 6is5t5xd (
train_250_300) - 6kx3giba (
train_4800_4850) - 6zx9303b (
train_1450_1500) - 7dpcclkx (
train_5750_5800) - 7wxk9zot (
train_6050_6100) - 80s34u62 (
train_7850_7900) - 8r77d39g (
train_2300_2350) - 8vjtgf7m (
train_4150_4200) - 9142nl1u (
train_5300_5350) - 91ovqf24 (
train_5150_5200) - 95qcavn4 (
train_6500_6550) - 97qdb4u8 (
train_1200_1250) - 97yvvliw (
train_1250_1300) - 9hj6vkqh (
train_5950_6000) - 9wrx96v6 (
train_450_500) - a8pg45cf (
train_5450_5500) - aeyqmu1x (
train_200_250) - alq7c6yg (
train_2100_2150) - apxay4bn (
train_1950_2000) - atobwsd2 (
train_6900_6950) - ba1vqmjc (
train_0_50) - bfevkhmy (
train_100_150) - bwhnoc1p (
train_4700_4750) - cgf7z459 (
train_7900_7950) - cokojdyc (
train_6950_7000) - czcciytg (
train_3800_3850) - czpdrft3 (
train_2150_2200) - db33jv1f (
train_2750_2800) - dj2nr0bb (
train_1650_1700) - dpyjftek (
train_6150_6200) - duj1ob70 (
train_1900_1950) - ed2m0ei0 (
train_2700_2750) - ew6082oj (
train_600_650) - ewhuboyn (
train_1350_1400) - f66tqnro (
train_1500_1550) - f94nsbm4 (
train_1400_1450) - fbnmwlwh (
train_2400_2450) - flzn3rbi (
train_6350_6400) - fuqpd8iq (
train_1050_1100) - fzlkyeri (
train_2650_2700) - gfczwrg4 (
train_4450_4500) - gmt2xf67 (
train_3150_3200) - gmur1pj7 (
train_2050_2100) - gpvne6h7 (
train_5100_5150) - h2dof5a1 (
train_5800_5850) - h3h4rd93 (
train_7500_7550) - hb4ckbp3 (
train_5500_5550) - hb9zgjtb (
train_3750_3800) - hrxesqfd (
train_4400_4450) - hts2rbxh (
train_650_700) - i8vcu5mp (
train_3100_3150) - ie66dmnr (
train_5250_5300) - ijakxj8g (
train_500_550) - ijp7kzpq (
train_2500_2550) - j2qsxu16 (
train_5350_5400) - j9egi0jy (
train_7800_7850) - jfeno5yn (
train_3400_3450) - jfgcm3ou (
train_5700_5750) - jhn7zs1o (
train_4050_4100) - jl5lw1aj (
train_8100_8150) - jsvfjrj5 (
train_7200_7250) - jy060vij (
train_50_100) - k9asn3p7 (
train_7150_7200) - kat0ct2k (
train_5900_5950) - kl5i8mpu (
train_1300_1350) - kpnxcte1 (
train_5200_5250) - kt9tdqah (
train_750_800) - kvihk53s (
train_4200_4250) - lbf9bt3y (
train_2350_2400) - lkt72t3x (
train_1800_1850) - lxrlze5h (
train_3350_3400) - m4r19qmx (
train_8200_8250) - m6jj9dq9 (
train_8150_8200) - m8p42cao (
train_950_1000) - mdzmjump (
train_8250_8300) - mf8djkq5 (
train_6800_6850) - mv3a0275 (
train_8000_8050) - mvv1se0d (
train_2450_2500) - n6dear3s (
train_1750_1800) - ne3d7uor (
train_2950_3000) - nxyrpbwy (
train_7350_7400) - oiz6v6yc (
train_6300_6350) - on7ithft (
train_1600_1650) - oxqoqvf7 (
train_7600_7650) - p8n3ln6m (
train_3000_3050) - pohbyksd (
train_4900_4950) - pww2rtv4 (
train_3550_3600) - qtfilwog (
train_8050_8100) - qxiop8hm (
train_5050_5100) - rb7sttfv (
train_5000_5050) - ruyj3xrm (
train_7750_7800) - s3quhqdd (
train_4250_4300) - sjvai36s (
train_4500_4550) - snbobszd (
train_900_950) - szr54wth (
train_7000_7050) - t37dxcmo (
train_150_200) - tanjgcal (
train_2550_2600) - tia5uhtg (
train_7050_7100) - tvtm4u00 (
train_7650_7700) - txajwv6w (
train_4600_4650) - u17h7hxd (
train_550_600) - ugwo1am8 (
train_6200_6250) - ut95nj0m (
train_6450_6500) - uukp17ou (
train_6400_6450) - uvjvysc2 (
train_6850_6900) - uyfs2967 (
train_7300_7350) - uzwt0ud2 (
train_3650_3700) - v2f7s2wn (
train_4550_4600) - v5g9bn1b (
train_6600_6650) - voukwq6c (
train_5400_5450) - vwdk4get (
train_4000_4050) - w3seddzb (
train_2850_2900) - w4e7xfl8 (
train_4300_4350) - w4sfyi9t (
train_8300_8324) - we6a5feq (
train_3600_3650) - wkmf3m9j (
train_2800_2850) - wku441g9 (
train_3250_3300) - wrewjce8 (
train_2200_2250) - ws92r6oe (
train_6650_6700) - x0p34mxq (
train_6550_6600) - x5xr75it (
train_7450_7500) - xglfou0w (
train_4650_4700) - xkqdu4c1 (
train_5850_5900) - xvlz9n3c (
train_850_900) - xywo834d (
train_6700_6750) - yahjf4y7 (
train_350_400) - ym4676wm (
train_4100_4150) - yqpux0gq (
train_2250_2300) - yswwwowd (
train_4950_5000) - yto8b5pq (
train_3900_3950) - z2joakdi (
train_2600_2650) - zikf15kt (
train_3450_3500) - zpxirdmo (
train_4750_4800) - zqciqswu (
train_300_350) - zqlou89x (
train_7700_7750) - zu715f2r (
train_7100_7150)
Here is the configuration of the 'first' job in this manifest group, if found.
{
"dst": {
"model": {
"examples": null,
"batch_size": 16,
"model_type": "starcoder",
"torch_dtype": "bfloat16",
"adapter_path": null,
"do_not_cache": false,
"load_in_8bit": false,
"stop_sequences": [
"\n\n",
"#",
"]"
],
"mock_from_run_id": null,
"model_name_or_path": "bigcode/starcoder",
"attn_implementation": "flash_attention_2",
"use_past_key_value_cache": true
},
"retriever": {
"type": "mpnet",
"k_examples": 8,
"from_artifact": false,
"use_retriever": true,
"example_warmup": 0,
"use_normalizer": true,
"minimum_distinct": 4,
"model_name_or_path": "sentence-transformers/all-mpnet-base-v2",
"index_set_split_name": null,
"index_set_path_or_name": null,
"retrieval_input_format": "context_system_user"
},
"module_type": "dst",
"generation_cfg": {
"prompt_mode": "causal_dst",
"sampling_args": {
"n": 8,
"top_p": 0.7,
"best_of": 8
},
"generation_mode": "noisy_channel_joint",
"noisy_channel_prompt_mode": "noisy_channel_dst"
},
"add_predictions_to_index": true
},
"data": {
"eval_set_split_name": "train_1550_1600",
"train_set_split_name": null,
"eval_set_path_or_name": "Brendan/multiwoz_turns_v22_partitioned",
"train_set_path_or_name": null
},
"wandb": {
"run_name": "kwargs-full_self_label-starcoder-mar_18-dependents-train_1550_1600",
"run_tags": [
"Starcoder Self Label - March 18"
],
"run_group": "kwargs-full_self_label-starcoder-mar_18-dependents",
"run_notes": null
},
"output": {
"output_dir": "/data/users/bking2/tod_zero/outputs/runs/kwargs/full_self_label/starcoder/mar_18/dependents/0i9bvfc5",
"on_end_copy_to_dir": null
},
"act_tag": {
"model": {
"examples": null,
"batch_size": 16,
"model_type": "starcoder",
"torch_dtype": "bfloat16",
"adapter_path": null,
"do_not_cache": false,
"load_in_8bit": false,
"stop_sequences": [
"\n\n",
"#",
"],"
],
"mock_from_run_id": null,
"model_name_or_path": "bigcode/starcoder",
"attn_implementation": "flash_attention_2",
"use_past_key_value_cache": true
},
"retriever": {
"type": "mpnet",
"k_examples": 6,
"from_artifact": false,
"use_retriever": true,
"example_warmup": 0,
"use_normalizer": false,
"minimum_distinct": 4,
"model_name_or_path": "sentence-transformers/all-mpnet-base-v2",
"index_set_split_name": null,
"index_set_path_or_name": null,
"retrieval_input_format": "user_response"
},
"module_type": "act_tag",
"generation_cfg": {
"prompt_mode": "non_causal_sys_act_resp_only",
"sampling_args": {
"n": 8,
"top_p": 0.8,
"best_of": 8
},
"generation_mode": "noisy_channel_cond",
"noisy_channel_prompt_mode": "non_causal_sys_act_resp_only_noisy_channel"
},
"add_predictions_to_index": true
},
"profile": false,
"manifest": {
"type": "dynamo",
"group_id": "mar_18",
"manifest_path": "TodZeroExperimentLogsManifestTable",
"write_to_manifest": true,
"group_id_must_exist": true,
"manifest_must_exist": true,
"seed_retrievers_from_manifest": true
},
"data_warmup": 0,
"schema_config": {
"name": "multiwoz",
"ontology": "tod_zero.ontology.multiwoz.ontology.MultiWOZOntology.create_ontology",
"ontology_file": "db/multiwoz/2.4/ontology.json",
"schema_loader": "tod_zero.schemas.reader.read_multiwoz_schema"
},
"prompt_generator": "kwargs",
"resume_from_logs": null,
"data_num_partitions": 4,
"publish_labelled_dataset_as": {
"split_name": "train",
"push_to_hub": false,
"path_or_name": "Brendan/starcoder_feb_12_job_0_multiwoz_turns_v22"
},
"create_self_labelled_dataset": false
}
The dataset was created from the following manifest entries:
[
{
"run_id": "0i9bvfc5",
"dataset": "Brendan/multiwoz_turns_v22_partitioned",
"split": "train_1550_1600"
},
{
"run_id": "135s25yy",
"dataset": "Brendan/multiwoz_turns_v22_partitioned",
"split": "train_5600_5650"
},
{
"run_id": "137u2woa",
"dataset": "Brendan/multiwoz_turns_v22_partitioned",
"split": "train_2900_2950"
},
{
"run_id": "169d45nv",
"dataset": "Brendan/multiwoz_turns_v22_partitioned",
"split": "train_6100_6150"
},
{
"run_id": "1ivbqbkk",
"dataset": "Brendan/multiwoz_turns_v22_partitioned",
"split": "train_1000_1050"
},
{
"run_id": "2ve48tlz",
"dataset": "Brendan/multiwoz_turns_v22_partitioned",
"split": "train_6750_6800"
},
{
"run_id": "2xlv8mdx",
"dataset": "Brendan/multiwoz_turns_v22_partitioned",
"split": "train_7950_8000"
},
{
"run_id": "2y230i0u",
"dataset": "Brendan/multiwoz_turns_v22_partitioned",
"split": "train_1100_1150"
},
{
"run_id": "2zix7ufu",
"dataset": "Brendan/multiwoz_turns_v22_partitioned",
"split": "train_7400_7450"
},
{
"run_id": "372be96t",
"dataset": "Brendan/multiwoz_turns_v22_partitioned",
"split": "train_2000_2050"
},
{
"run_id": "3in1zz6h",
"dataset": "Brendan/multiwoz_turns_v22_partitioned",
"split": "train_4850_4900"
},
{
"run_id": "3vhsh54v",
"dataset": "Brendan/multiwoz_turns_v22_partitioned",
"split": "train_4350_4400"
},
{
"run_id": "3ygw1vsk",
"dataset": "Brendan/multiwoz_turns_v22_partitioned",
"split": "train_7250_7300"
},
{
"run_id": "40g8ajwa",
"dataset": "Brendan/multiwoz_turns_v22_partitioned",
"split": "train_3850_3900"
},
{
"run_id": "4241pcl4",
"dataset": "Brendan/multiwoz_turns_v22_partitioned",
"split": "train_7550_7600"
},
{
"run_id": "43p84mzi",
"dataset": "Brendan/multiwoz_turns_v22_partitioned",
"split": "train_5650_5700"
},
{
"run_id": "45d5jnru",
"dataset": "Brendan/multiwoz_turns_v22_partitioned",
"split": "train_3700_3750"
},
{
"run_id": "46fp0gd4",
"dataset": "Brendan/multiwoz_turns_v22_partitioned",
"split": "train_3950_4000"
},
{
"run_id": "49nrb7xf",
"dataset": "Brendan/multiwoz_turns_v22_partitioned",
"split": "train_400_450"
},
{
"run_id": "4hajaprn",
"dataset": "Brendan/multiwoz_turns_v22_partitioned",
"split": "train_1150_1200"
},
{
"run_id": "4i11no5o",
"dataset": "Brendan/multiwoz_turns_v22_partitioned",
"split": "train_1850_1900"
},
{
"run_id": "4i9h8s4x",
"dataset": "Brendan/multiwoz_turns_v22_partitioned",
"split": "train_3300_3350"
},
{
"run_id": "4ma1apxn",
"dataset": "Brendan/multiwoz_turns_v22_partitioned",
"split": "train_800_850"
},
{
"run_id": "4p1f9j2m",
"dataset": "Brendan/multiwoz_turns_v22_partitioned",
"split": "train_5550_5600"
},
{
"run_id": "4sqvuzyr",
"dataset": "Brendan/multiwoz_turns_v22_partitioned",
"split": "train_3200_3250"
},
{
"run_id": "50cuj0w2",
"dataset": "Brendan/multiwoz_turns_v22_partitioned",
"split": "train_3050_3100"
},
{
"run_id": "5m02vqe4",
"dataset": "Brendan/multiwoz_turns_v22_partitioned",
"split": "train_700_750"
},
{
"run_id": "5nfc6rps",
"dataset": "Brendan/multiwoz_turns_v22_partitioned",
"split": "train_6000_6050"
},
{
"run_id": "5sri2wi8",
"dataset": "Brendan/multiwoz_turns_v22_partitioned",
"split": "train_1700_1750"
},
{
"run_id": "61k5zbbj",
"dataset": "Brendan/multiwoz_turns_v22_partitioned",
"split": "train_3500_3550"
},
{
"run_id": "6gemz3ys",
"dataset": "Brendan/multiwoz_turns_v22_partitioned",
"split": "train_6250_6300"
},
{
"run_id": "6is5t5xd",
"dataset": "Brendan/multiwoz_turns_v22_partitioned",
"split": "train_250_300"
},
{
"run_id": "6kx3giba",
"dataset": "Brendan/multiwoz_turns_v22_partitioned",
"split": "train_4800_4850"
},
{
"run_id": "6zx9303b",
"dataset": "Brendan/multiwoz_turns_v22_partitioned",
"split": "train_1450_1500"
},
{
"run_id": "7dpcclkx",
"dataset": "Brendan/multiwoz_turns_v22_partitioned",
"split": "train_5750_5800"
},
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