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: 76314341
num_examples: 56344
- name: train_minus_64
num_bytes: 75719743.60366677
num_examples: 55905
- name: valid_64
num_bytes: 594597.3963332387
num_examples: 439
download_size: 26311569
dataset_size: 152628682.00000003
Self-Labelled MultiWOZ Dataset
Manifest Group: tod_zero_bqag3oyb
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.
- 03k4y84p (
train_7900_7950) - 09m5k42d (
train_8250_8300) - 0ay5m9nu (
train_1550_1600) - 0byjie84 (
train_6750_6800) - 0g4cqozr (
train_5100_5150) - 0kc1d22c (
train_900_950) - 0lzfyhzq (
train_5800_5850) - 0wsenpyo (
train_7850_7900) - 1fh9tekh (
train_8000_8050) - 2delj5ug (
train_5500_5550) - 2e0nqqw6 (
train_3000_3050) - 2kdmhqb0 (
train_5300_5350) - 2mvzpu37 (
train_4400_4450) - 2mxrr0rv (
train_3400_3450) - 2rp8o6id (
train_1850_1900) - 2zm8uer3 (
train_6850_6900) - 334mfpjv (
train_150_200) - 34eube7c (
train_7600_7650) - 37h20nqo (
train_7400_7450) - 3blzocyc (
train_4700_4750) - 3jxokmvi (
train_3450_3500) - 3l98at9r (
train_7150_7200) - 40rq1msv (
train_4050_4100) - 46waftwc (
train_7700_7750) - 4capi6fa (
train_7500_7550) - 4hog01ir (
train_5700_5750) - 4p0vko35 (
train_5750_5800) - 511a7fqt (
train_300_350) - 5pe6tvnh (
train_7250_7300) - 5wf3q5qb (
train_1600_1650) - 60gxq8g5 (
train_4750_4800) - 662zhncu (
train_6350_6400) - 6fx207tn (
train_6700_6750) - 6ld2eg1r (
train_3250_3300) - 6rfvggdd (
train_200_250) - 7092az53 (
train_2350_2400) - 7vtlqjl4 (
train_1700_1750) - 7whmdg40 (
train_5350_5400) - 8c563by0 (
train_400_450) - 8d7z4m3i (
train_6950_7000) - 8ddw9lwk (
train_6650_6700) - 8kiys9ev (
train_7550_7600) - 8pl9lq6u (
train_2550_2600) - 8uld3ib3 (
train_3300_3350) - 8xhx14x2 (
train_4650_4700) - 97paxza5 (
train_6250_6300) - 99yo1u53 (
train_2150_2200) - 9n2kolv1 (
train_6400_6450) - 9nilwtuy (
train_6900_6950) - 9oygnwpq (
train_3950_4000) - 9sx9ipa5 (
train_2100_2150) - a12nl114 (
train_1800_1850) - ahx4s5ob (
train_6600_6650) - ai66uyol (
train_600_650) - akjd0gsc (
train_1650_1700) - b8jnm3sw (
train_5900_5950) - c564z7or (
train_4300_4350) - c6f8va5g (
train_5200_5250) - c6zz86qz (
train_7050_7100) - cwyiyzfu (
train_5550_5600) - dnrnm8ul (
train_2000_2050) - dy4htcyo (
train_5850_5900) - eoprhuya (
train_950_1000) - eu5bgmt2 (
train_6200_6250) - ew1enrr0 (
train_3100_3150) - f11xsztj (
train_5150_5200) - f218fch1 (
train_500_550) - f84xznn1 (
train_6050_6100) - ffsjamn2 (
train_7800_7850) - fgogagui (
train_4250_4300) - fptt2l4p (
train_1900_1950) - fwrqp5bd (
train_3800_3850) - g6d3vvpt (
train_2500_2550) - g6eb5jb0 (
train_6450_6500) - glbdf4gg (
train_3850_3900) - gy952vxk (
train_3200_3250) - gzabzq7b (
train_2700_2750) - hp1cdoim (
train_7200_7250) - hr8skyjk (
train_3900_3950) - i17lwmea (
train_5000_5050) - iq8f2qc8 (
train_6150_6200) - iuofb4e1 (
train_850_900) - ivpscb57 (
train_1300_1350) - iwusd254 (
train_4200_4250) - izdnbzup (
train_3350_3400) - j2zvjjth (
train_8300_8324) - j6sojyz1 (
train_3150_3200) - jk54rdgq (
train_5250_5300) - jts3rfd3 (
train_800_850) - jy22zhk2 (
train_6550_6600) - k3vxgvd4 (
train_1500_1550) - k9iis722 (
train_6100_6150) - khr6ag6d (
train_1450_1500) - kmrfil2g (
train_7950_8000) - kzfoviy0 (
train_7650_7700) - l1rc1fwi (
train_100_150) - lsxesn11 (
train_2900_2950) - lw8ifp9g (
train_50_100) - mbthy04h (
train_3550_3600) - mp42pcmx (
train_8050_8100) - n9zzokz9 (
train_350_400) - ni62pcle (
train_6000_6050) - nk15rug4 (
train_2300_2350) - nk33l3w5 (
train_7100_7150) - np1m6puj (
train_2750_2800) - nz705s94 (
train_7000_7050) - o1oinztm (
train_1350_1400) - og1a7vwf (
train_4800_4850) - olpgzytb (
train_4450_4500) - omvwnqqs (
train_2850_2900) - op88vl9s (
train_4850_4900) - p5wmwmxk (
train_4900_4950) - p64bybqg (
train_2250_2300) - pao0ejs4 (
train_8150_8200) - pawgapk2 (
train_700_750) - pe0lhtz7 (
train_1000_1050) - pf958apo (
train_4500_4550) - ponq8ia4 (
train_2200_2250) - q124vzwl (
train_5600_5650) - q3zpasb2 (
train_7300_7350) - q7s8h28c (
train_5950_6000) - qgd3y8nc (
train_1400_1450) - rb3xw6cd (
train_250_300) - risfe93e (
train_4350_4400) - rrhqlwse (
train_3650_3700) - rtkyui8a (
train_2600_2650) - s0cenw8m (
train_0_50) - s2p2y6p0 (
train_6500_6550) - s2rd5kiv (
train_2950_3000) - s4z2nskq (
train_1150_1200) - shcw1n2s (
train_750_800) - sqd8vsi8 (
train_4550_4600) - sqmsmdf1 (
train_7450_7500) - sy4k3ikk (
train_8200_8250) - t1hexzp4 (
train_3050_3100) - t7lyld6s (
train_3750_3800) - tv5x6002 (
train_4150_4200) - u386prmw (
train_1050_1100) - u5kxqak7 (
train_8100_8150) - u6wm77ki (
train_6300_6350) - ubl8b6zo (
train_3500_3550) - uej6x3za (
train_550_600) - ufrm27en (
train_5050_5100) - uy6dzv30 (
train_7350_7400) - uyupf90w (
train_1250_1300) - v3xhj9nn (
train_5450_5500) - ve0ixuxb (
train_2400_2450) - vfpgm67f (
train_3600_3650) - vuochyz9 (
train_1200_1250) - vw032ag9 (
train_2650_2700) - w86hzksx (
train_4100_4150) - wcskunyn (
train_5650_5700) - wikqk11v (
train_4000_4050) - wjg7bl9u (
train_2450_2500) - wk0a6bp6 (
train_650_700) - wm545y79 (
train_1950_2000) - wu36t85f (
train_1100_1150) - x2l7b3q2 (
train_2800_2850) - xn5mx552 (
train_1750_1800) - xo1btvo6 (
train_5400_5450) - xo7w5dez (
train_3700_3750) - yc0shrmu (
train_6800_6850) - yg83ni4m (
train_450_500) - yxojpd6y (
train_2050_2100) - zcvchjk0 (
train_7750_7800) - zg099mxl (
train_4600_4650) - zjpcd8c3 (
train_4950_5000)
Here is the configuration of the 'first' job in this manifest group, if found.
{
"dst": {
"model": {
"examples": null,
"batch_size": 128,
"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": "Brendan/tod-zero-bqag3oyb-32000",
"attn_implementation": "flash_attention_2",
"use_past_key_value_cache": true
},
"retriever": {
"type": "mpnet",
"k_examples": 0,
"from_artifact": false,
"use_retriever": false,
"example_warmup": 0,
"use_normalizer": false,
"minimum_distinct": 1,
"model_name_or_path": null,
"index_set_split_name": null,
"index_set_path_or_name": null,
"retrieval_input_format": null
},
"module_type": "dst",
"generation_cfg": {
"prompt_mode": "causal_dst",
"sampling_args": {
"n": 16,
"top_p": 0.95,
"best_of": 16
},
"generation_mode": "noisy_channel_cond",
"noisy_channel_prompt_mode": "noisy_channel_dst"
},
"add_predictions_to_index": false
},
"data": {
"eval_set_split_name": "train_7900_7950",
"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-tod-zero-bqag3oyb-dependents-train_7900_7950",
"run_tags": [
"Starcoder Self Label - Mar 26 Re-Label",
"E-Step 2"
],
"run_group": "kwargs-full_self_label-tod-zero-bqag3oyb-dependents",
"run_notes": null
},
"output": {
"output_dir": "/data/users/bking2/tod_zero/outputs/runs/kwargs/full_self_label/tod-zero-bqag3oyb/dependents/03k4y84p",
"on_end_copy_to_dir": null
},
"act_tag": {
"model": {
"examples": null,
"batch_size": 128,
"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": "Brendan/tod-zero-bqag3oyb-32000",
"attn_implementation": "flash_attention_2",
"use_past_key_value_cache": true
},
"retriever": {
"type": "mpnet",
"k_examples": 0,
"from_artifact": false,
"use_retriever": false,
"example_warmup": 0,
"use_normalizer": false,
"minimum_distinct": 1,
"model_name_or_path": null,
"index_set_split_name": null,
"index_set_path_or_name": null,
"retrieval_input_format": null
},
"module_type": "act_tag",
"generation_cfg": {
"prompt_mode": "non_causal_sys_act_resp_only",
"sampling_args": {
"n": 16,
"top_p": 0.95,
"best_of": 16
},
"generation_mode": "noisy_channel_cond",
"noisy_channel_prompt_mode": "non_causal_sys_act_resp_only_noisy_channel"
},
"add_predictions_to_index": false
},
"profile": false,
"manifest": {
"type": "dynamo",
"group_id": "tod_zero_bqag3oyb",
"manifest_path": "TodZeroExperimentLogsManifestTable",
"write_to_manifest": true,
"group_id_must_exist": false,
"manifest_must_exist": true,
"seed_retrievers_from_manifest": false
},
"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": "simple_kwargs",
"resume_from_logs": null,
"data_num_partitions": 0,
"publish_labelled_dataset_as": {
"split_name": "train",
"push_to_hub": false,
"path_or_name": "Brendan/starcoder_mar_26_job_0_multiwoz_turns_v22"
},
"create_self_labelled_dataset": false
}
The dataset was created from the following manifest entries:
[
{
"run_id": "03k4y84p",
"dataset": "Brendan/multiwoz_turns_v22_partitioned",
"split": "train_7900_7950"
},
{
"run_id": "09m5k42d",
"dataset": "Brendan/multiwoz_turns_v22_partitioned",
"split": "train_8250_8300"
},
{
"run_id": "0ay5m9nu",
"dataset": "Brendan/multiwoz_turns_v22_partitioned",
"split": "train_1550_1600"
},
{
"run_id": "0byjie84",
"dataset": "Brendan/multiwoz_turns_v22_partitioned",
"split": "train_6750_6800"
},
{
"run_id": "0g4cqozr",
"dataset": "Brendan/multiwoz_turns_v22_partitioned",
"split": "train_5100_5150"
},
{
"run_id": "0kc1d22c",
"dataset": "Brendan/multiwoz_turns_v22_partitioned",
"split": "train_900_950"
},
{
"run_id": "0lzfyhzq",
"dataset": "Brendan/multiwoz_turns_v22_partitioned",
"split": "train_5800_5850"
},
{
"run_id": "0wsenpyo",
"dataset": "Brendan/multiwoz_turns_v22_partitioned",
"split": "train_7850_7900"
},
{
"run_id": "1fh9tekh",
"dataset": "Brendan/multiwoz_turns_v22_partitioned",
"split": "train_8000_8050"
},
{
"run_id": "2delj5ug",
"dataset": "Brendan/multiwoz_turns_v22_partitioned",
"split": "train_5500_5550"
},
{
"run_id": "2e0nqqw6",
"dataset": "Brendan/multiwoz_turns_v22_partitioned",
"split": "train_3000_3050"
},
{
"run_id": "2kdmhqb0",
"dataset": "Brendan/multiwoz_turns_v22_partitioned",
"split": "train_5300_5350"
},
{
"run_id": "2mvzpu37",
"dataset": "Brendan/multiwoz_turns_v22_partitioned",
"split": "train_4400_4450"
},
{
"run_id": "2mxrr0rv",
"dataset": "Brendan/multiwoz_turns_v22_partitioned",
"split": "train_3400_3450"
},
{
"run_id": "2rp8o6id",
"dataset": "Brendan/multiwoz_turns_v22_partitioned",
"split": "train_1850_1900"
},
{
"run_id": "2zm8uer3",
"dataset": "Brendan/multiwoz_turns_v22_partitioned",
"split": "train_6850_6900"
},
{
"run_id": "334mfpjv",
"dataset": "Brendan/multiwoz_turns_v22_partitioned",
"split": "train_150_200"
},
{
"run_id": "34eube7c",
"dataset": "Brendan/multiwoz_turns_v22_partitioned",
"split": "train_7600_7650"
},
{
"run_id": "37h20nqo",
"dataset": "Brendan/multiwoz_turns_v22_partitioned",
"split": "train_7400_7450"
},
{
"run_id": "3blzocyc",
"dataset": "Brendan/multiwoz_turns_v22_partitioned",
"split": "train_4700_4750"
},
{
"run_id": "3jxokmvi",
"dataset": "Brendan/multiwoz_turns_v22_partitioned",
"split": "train_3450_3500"
},
{
"run_id": "3l98at9r",
"dataset": "Brendan/multiwoz_turns_v22_partitioned",
"split": "train_7150_7200"
},
{
"run_id": "40rq1msv",
"dataset": "Brendan/multiwoz_turns_v22_partitioned",
"split": "train_4050_4100"
},
{
"run_id": "46waftwc",
"dataset": "Brendan/multiwoz_turns_v22_partitioned",
"split": "train_7700_7750"
},
{
"run_id": "4capi6fa",
"dataset": "Brendan/multiwoz_turns_v22_partitioned",
"split": "train_7500_7550"
},
{
"run_id": "4hog01ir",
"dataset": "Brendan/multiwoz_turns_v22_partitioned",
"split": "train_5700_5750"
},
{
"run_id": "4p0vko35",
"dataset": "Brendan/multiwoz_turns_v22_partitioned",
"split": "train_5750_5800"
},
{
"run_id": "511a7fqt",
"dataset": "Brendan/multiwoz_turns_v22_partitioned",
"split": "train_300_350"
},
{
"run_id": "5pe6tvnh",
"dataset": "Brendan/multiwoz_turns_v22_partitioned",
"split": "train_7250_7300"
},
{
"run_id": "5wf3q5qb",
"dataset": "Brendan/multiwoz_turns_v22_partitioned",
"split": "train_1600_1650"
},
{
"run_id": "60gxq8g5",
"dataset": "Brendan/multiwoz_turns_v22_partitioned",
"split": "train_4750_4800"
},
{
"run_id": "662zhncu",
"dataset": "Brendan/multiwoz_turns_v22_partitioned",
"split": "train_6350_6400"
},
{
"run_id": "6fx207tn",
"dataset": "Brendan/multiwoz_turns_v22_partitioned",
"split": "train_6700_6750"
},
{
"run_id": "6ld2eg1r",
"dataset": "Brendan/multiwoz_turns_v22_partitioned",
"split": "train_3250_3300"
},
{
"run_id": "6rfvggdd",
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