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Commit 7604b873 authored by cardy20's avatar cardy20
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conflict changed

parents 17b04444 e8f38aee
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results/xglm/xglm-7.5B/xglm-7.5B_xcopa_0-shot.json 0 → 100644
View file @ 7604b873
{
"results": {
"xcopa_et": {
"acc": 0.612,
"acc_stderr": 0.021814300984787635
},
"xcopa_th": {
"acc": 0.594,
"acc_stderr": 0.02198396209008634
},
"xcopa_qu": {
"acc": 0.488,
"acc_stderr": 0.02237662679792717
},
"xcopa_ta": {
"acc": 0.544,
"acc_stderr": 0.02229623834840705
},
"xcopa_zh": {
"acc": 0.638,
"acc_stderr": 0.0215136625275824
},
"xcopa_vi": {
"acc": 0.702,
"acc_stderr": 0.02047511809298897
},
"xcopa_sw": {
"acc": 0.6,
"acc_stderr": 0.021930844120728505
},
"xcopa_it": {
"acc": 0.636,
"acc_stderr": 0.021539170637317685
},
"xcopa_tr": {
"acc": 0.584,
"acc_stderr": 0.022064943313928848
},
"xcopa_id": {
"acc": 0.694,
"acc_stderr": 0.0206295699983454
},
"xcopa_ht": {
"acc": 0.574,
"acc_stderr": 0.022136577335085637
}
},
"versions": {
"xcopa_et": 0,
"xcopa_th": 0,
"xcopa_qu": 0,
"xcopa_ta": 0,
"xcopa_zh": 0,
"xcopa_vi": 0,
"xcopa_sw": 0,
"xcopa_it": 0,
"xcopa_tr": 0,
"xcopa_id": 0,
"xcopa_ht": 0
},
"config": {
"model": "hf-causal-experimental",
"model_args": "pretrained=facebook/xglm-7.5B,use_accelerate=True",
"num_fewshot": 0,
"batch_size": "auto",
"device": "cuda",
"no_cache": true,
"limit": null,
"bootstrap_iters": 100000,
"description_dict": {}
}
}
results/xglm/xglm-7.5B/xglm-7.5B_xnli_0-shot.json 0 → 100644
View file @ 7604b873
{
"results": {
"xnli_ar": {
"acc": 0.3337325349301397,
"acc_stderr": 0.00666266628252267
},
"xnli_bg": {
"acc": 0.4489021956087824,
"acc_stderr": 0.007027723874210379
},
"xnli_de": {
"acc": 0.48982035928143713,
"acc_stderr": 0.0070632481147059134
},
"xnli_el": {
"acc": 0.40658682634730536,
"acc_stderr": 0.006940323712177368
},
"xnli_en": {
"acc": 0.5385229540918164,
"acc_stderr": 0.0070437128985425335
},
"xnli_es": {
"acc": 0.47704590818363274,
"acc_stderr": 0.007057263845316342
},
"xnli_fr": {
"acc": 0.4694610778443114,
"acc_stderr": 0.007051522651006734
},
"xnli_hi": {
"acc": 0.4720558882235529,
"acc_stderr": 0.007053670508441103
},
"xnli_ru": {
"acc": 0.46327345309381235,
"acc_stderr": 0.007045628330322907
},
"xnli_sw": {
"acc": 0.45828343313373254,
"acc_stderr": 0.007040080446339805
},
"xnli_th": {
"acc": 0.437125748502994,
"acc_stderr": 0.007008633817895695
},
"xnli_tr": {
"acc": 0.4626746506986028,
"acc_stderr": 0.007045000071900887
},
"xnli_ur": {
"acc": 0.42095808383233535,
"acc_stderr": 0.006975878576227385
},
"xnli_vi": {
"acc": 0.46327345309381235,
"acc_stderr": 0.007045628330322896
},
"xnli_zh": {
"acc": 0.3536926147704591,
"acc_stderr": 0.006755492859492898
}
},
"versions": {
"xnli_ar": 0,
"xnli_bg": 0,
"xnli_de": 0,
"xnli_el": 0,
"xnli_en": 0,
"xnli_es": 0,
"xnli_fr": 0,
"xnli_hi": 0,
"xnli_ru": 0,
"xnli_sw": 0,
"xnli_th": 0,
"xnli_tr": 0,
"xnli_ur": 0,
"xnli_vi": 0,
"xnli_zh": 0
},
"config": {
"model": "hf-causal-experimental",
"model_args": "pretrained=facebook/xglm-7.5B,use_accelerate=True",
"num_fewshot": 0,
"batch_size": "auto",
"device": "cuda",
"no_cache": true,
"limit": null,
"bootstrap_iters": 100000,
"description_dict": {}
}
}
results/xglm/xglm-7.5B/xglm-7.5B_xstory_cloze_0-shot.json 0 → 100644
View file @ 7604b873
{
"results": {
"xstory_cloze_es": {
"acc": 0.6406353408338848,
"acc_stderr": 0.012347659802101675
},
"xstory_cloze_zh": {
"acc": 0.5890138980807412,
"acc_stderr": 0.012661578894368948
},
"xstory_cloze_sw": {
"acc": 0.5929847782925215,
"acc_stderr": 0.012642664836816926
},
"xstory_cloze_en": {
"acc": 0.6982131039046989,
"acc_stderr": 0.011812877848905303
},
"xstory_cloze_hi": {
"acc": 0.5876902713434812,
"acc_stderr": 0.012667694122397068
},
"xstory_cloze_ar": {
"acc": 0.5618795499669094,
"acc_stderr": 0.012768206616277757
},
"xstory_cloze_eu": {
"acc": 0.5771012574454004,
"acc_stderr": 0.0127132250091262
},
"xstory_cloze_id": {
"acc": 0.6293845135671741,
"acc_stderr": 0.012428861084065903
},
"xstory_cloze_ru": {
"acc": 0.6353408338848445,
"acc_stderr": 0.012386781532906161
},
"xstory_cloze_te": {
"acc": 0.6022501654533422,
"acc_stderr": 0.012595197856703525
},
"xstory_cloze_my": {
"acc": 0.57114493712773,
"acc_stderr": 0.01273620271314778
}
},
"versions": {
"xstory_cloze_es": 0,
"xstory_cloze_zh": 0,
"xstory_cloze_sw": 0,
"xstory_cloze_en": 0,
"xstory_cloze_hi": 0,
"xstory_cloze_ar": 0,
"xstory_cloze_eu": 0,
"xstory_cloze_id": 0,
"xstory_cloze_ru": 0,
"xstory_cloze_te": 0,
"xstory_cloze_my": 0
},
"config": {
"model": "hf-causal-experimental",
"model_args": "pretrained=facebook/xglm-7.5B,use_accelerate=True",
"num_fewshot": 0,
"batch_size": "auto",
"device": "cuda",
"no_cache": true,
"limit": null,
"bootstrap_iters": 100000,
"description_dict": {}
}
}
results/xglm/xglm-7.5B/xglm-7.5B_xwinograd_0-shot.json 0 → 100644
View file @ 7604b873
{
"results": {
"xwinograd_zh": {
"acc": 0.7281746031746031,
"acc_stderr": 0.01983712759311063
},
"xwinograd_ru": {
"acc": 0.6317460317460317,
"acc_stderr": 0.027219500732466696
},
"xwinograd_pt": {
"acc": 0.6730038022813688,
"acc_stderr": 0.028982074243683254
},
"xwinograd_en": {
"acc": 0.7948387096774193,
"acc_stderr": 0.008376626547826555
},
"xwinograd_jp": {
"acc": 0.6496350364963503,
"acc_stderr": 0.01541389159576608
},
"xwinograd_fr": {
"acc": 0.6506024096385542,
"acc_stderr": 0.05265151356440471
}
},
"versions": {
"xwinograd_zh": 0,
"xwinograd_ru": 0,
"xwinograd_pt": 0,
"xwinograd_en": 0,
"xwinograd_jp": 0,
"xwinograd_fr": 0
},
"config": {
"model": "hf-causal-experimental",
"model_args": "pretrained=facebook/xglm-7.5B,use_accelerate=True",
"num_fewshot": 0,
"batch_size": "auto",
"device": "cuda",
"no_cache": true,
"limit": null,
"bootstrap_iters": 100000,
"description_dict": {}
}
}
scripts/make_table_results.py 0 → 100644
View file @ 7604b873
"""
Usage:
python make_table_tasks.py --output <markdown_filename>
"""
import logging
from lm_eval import tasks
from pytablewriter import MarkdownTableWriter, LatexTableWriter
import os
import json
logging.basicConfig(level=logging.INFO)
logger = logging.getLogger(__name__)
def make_table(result_dict):
"""Generate table of results."""
md_writer = MarkdownTableWriter()
latex_writer = LatexTableWriter()
md_writer.headers = ["Task", "Version", "Metric", "Value", "", "Stderr"]
latex_writer.headers = ["Task", "Version", "Metric", "Value", "", "Stderr"]
values = []
for k, dic in sorted(result_dict["results"].items()):
version = result_dict["versions"][k]
percent = k == "squad2"
for m, v in dic.items():
if m.endswith("_stderr"):
continue
if m + "_stderr" in dic:
se = dic[m + "_stderr"]
if percent or m == "ppl":
values.append([k, version, m, "%.2f" % v, "±", "%.2f" % se])
else:
values.append(
[k, version, m, "%.2f" % (v * 100), "±", "%.2f" % (se * 100)]
)
else:
if percent or m == "ppl":
values.append([k, version, m, "%.2f" % v, "", ""])
else:
values.append([k, version, m, "%.2f" % (v * 100), "", ""])
k = ""
version = ""
md_writer.value_matrix = values
latex_writer.value_matrix = values
# todo: make latex table look good
# print(latex_writer.dumps())
return md_writer.dumps()
if __name__ == "__main__":
task_names = tasks.ALL_TASKS
# loop dirs and subdirs in results dir
# for each dir, load json files
for dirpath, dirnames, filenames in os.walk("../results"):
# skip dirs without files
if not filenames:
continue
path_readme = os.path.join(dirpath, "README.md")
with open(path_readme, "w") as f:
# get path name, only last folder
path_name = dirpath.split("/")[-1]
f.write(f"# {path_name} \n\n")
for filename in sorted([f for f in filenames if f.endswith(".json")]):
path = os.path.join(dirpath, filename)
with open(path, "r") as f:
result_dict = json.load(f)
with open(path_readme, "a") as f:
f.write(f"## {filename} \n")
f.write(f"{make_table(result_dict)} \n")
setup.py
View file @ 7604b873
...@@ -38,7 +38,7 @@ setuptools.setup( ...@@ -38,7 +38,7 @@ setuptools.setup(
"tqdm-multiprocess", "tqdm-multiprocess",
"transformers>=4.1", "transformers>=4.1",
"zstandard", "zstandard",
"accelerate>=0.17.1" "accelerate>=0.17.1",
], ],
extras_require={ extras_require={
"dev": ["black", "flake8", "pre-commit", "pytest", "pytest-cov"], "dev": ["black", "flake8", "pre-commit", "pytest", "pytest-cov"],
......
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