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sha256:5a57816ff3f04b1bdc6a6d5a1d175d1e47567d142418d61c26cc68a9ce1fdbc1 +size 495 diff --git a/.zeno_cache/slices.pickle b/.zeno_cache/slices.pickle new file mode 100644 index 0000000000000000000000000000000000000000..99e9aaf7f62861009f6995e7403ce004249c7bed --- /dev/null +++ b/.zeno_cache/slices.pickle @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:dd65105a5888dad5c884bdf3843c502a0f9c39e39812df8812b669e3a1a0ad31 +size 562 diff --git a/config.toml b/config.toml index 268887eacbede080efffe9d44557cd068c32c710..043aac6f76daddfc69d14097b3af5c6a8090fc07 100644 --- a/config.toml +++ b/config.toml @@ -1,9 +1,26 @@ view = "text-classification" functions = "model.py" -models = ["translation_sources"] -metadata = "wmt20-de-en.tsv" +models = [ + 'UEDIN.1066', + 'Huoshan_Translate.789', + 'Online-A.1571', + 'yolo.1052', + 'zlabs-nlp.1153', + 'Online-B.1587', + 'OPPO.1360', + 'Online-G.1553', + 'refb', + 'PROMT_NMT.77', + 'ref', + 'Tohoku-AIP-NTT.1442', + 'Online-Z.1629', + 'WMTBiomedBaseline.387', +] +metadata = "./data/ref_entries.tsv" +# Use this to get the output TSVs in a different directory +label_path = "./models/" data_column = "text" -label_column = "label" +label_column = "reference" batch_size = 2000 -port = 7860 -host = "0.0.0.0" \ No newline at end of file +port = 7860 +host = "0.0.0.0" diff --git a/data/data_full.tsv b/data/data_full.tsv new file mode 100644 index 0000000000000000000000000000000000000000..701e68d9fb27c449511ce7bcac23453d2b8b481a --- /dev/null +++ b/data/data_full.tsv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4ea9e6abde5290551bcbac8f3aa8c2d35952166479a4437818551d4926a32730 +size 9233054 diff --git a/data/ref_entries.tsv b/data/ref_entries.tsv new file mode 100644 index 0000000000000000000000000000000000000000..a4a25764440a5c0ceb03ae85e51df92e8956b3b3 --- /dev/null +++ b/data/ref_entries.tsv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:344a44ff30aaece05439cdc1079d5d89bbb74218eb713930211941f3fcdd533d +size 450240 diff --git a/model.py b/model.py index b5d311d67a2f55087d3f9ef76c86337df9915b86..0ce96c8eaac72270a16a9f3f5ab47d83a6df093a 100644 --- a/model.py +++ b/model.py @@ -1,19 +1,36 @@ -from zeno import distill, model, metric, ZenoOptions -from inspiredco.critique import Critique import os -from sentence_transformers import SentenceTransformer + +import numpy as np +import pandas as pd +from inspiredco.critique import Critique + +from zeno import ZenoOptions, distill, metric, model # client = Critique(api_key=os.environ["INSPIREDCO_API_KEY"]) -client = lambda x: x @model def pred_fns(name): - sentence_embed = SentenceTransformer("paraphrase-multilingual-mpnet-base-v2") - def pred(df, ops): - embed = sentence_embed.encode(df[ops.data_column].tolist()).tolist() - return df["translation"], embed + model_df = pd.read_csv( + ops.label_path + "/{}.tsv".format(name), + sep="\t", + quoting=3, + keep_default_na=False, + ) + embed_df = pd.read_csv( + ops.label_path + "/ref_embed.tsv", + sep="\t", + keep_default_na=False, + quoting=3, + ) + df_join = df[["text"]].merge( + model_df[["text", "translation"]], on="text", how="left" + ) + df_join = df_join.merge(embed_df, on="text", how="left") + return df_join["translation"].fillna(""), [ + np.fromstring(d[1:-1], sep=",") for d in df_join["embed"] + ] return pred diff --git a/models/Huoshan_Translate.789.tsv b/models/Huoshan_Translate.789.tsv new file mode 100644 index 0000000000000000000000000000000000000000..4f60107c7a19b982a06522932974e91aedcb3695 --- /dev/null +++ b/models/Huoshan_Translate.789.tsv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5349ccf86a511ebf172d669e5cf1b1ac28573027b5551960ece0ac473acd1c72 +size 673520 diff --git a/models/OPPO.1360.tsv b/models/OPPO.1360.tsv new file mode 100644 index 0000000000000000000000000000000000000000..8c1735a7ae32f59cc958a1548e5a136baf331c44 --- /dev/null +++ b/models/OPPO.1360.tsv 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