End of training

.gitattributes

@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+tokenizer.json filter=lfs diff=lfs merge=lfs -text

README.md

@@ -0,0 +1,62 @@
+---
+license: apache-2.0
+base_model: sileod/mdeberta-v3-base-tasksource-nli
+tags:
+- generated_from_trainer
+metrics:
+- accuracy
+model-index:
+- name: test-trainer-persian
+  results: []
+---
+
+<!-- This model card has been generated automatically according to the information the Trainer had access to. You
+should probably proofread and complete it, then remove this comment. -->
+
+# test-trainer-persian
+
+This model is a fine-tuned version of [sileod/mdeberta-v3-base-tasksource-nli](https://huggingface.co/sileod/mdeberta-v3-base-tasksource-nli) on the None dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.1753
+- Accuracy: 0.9463
+
+## Model description
+
+More information needed
+
+## Intended uses & limitations
+
+More information needed
+
+## Training and evaluation data
+
+More information needed
+
+## Training procedure
+
+### Training hyperparameters
+
+The following hyperparameters were used during training:
+- learning_rate: 2e-05
+- train_batch_size: 16
+- eval_batch_size: 16
+- seed: 42
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- num_epochs: 3
+
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss | Accuracy |
+|:-------------:|:-----:|:----:|:---------------:|:--------:|
+| 0.514         | 1.0   | 1708 | 0.3680          | 0.8829   |
+| 0.3639        | 2.0   | 3416 | 0.2282          | 0.9263   |
+| 0.2534        | 3.0   | 5124 | 0.1753          | 0.9463   |
+
+
+### Framework versions
+
+- Transformers 4.35.0
+- Pytorch 2.1.0+cu118
+- Datasets 2.14.6
+- Tokenizers 0.14.1

added_tokens.json

@@ -0,0 +1,3 @@
+{
+  "[MASK]": 250101
+}

config.json

@@ -0,0 +1,847 @@
+{
+  "_name_or_path": "sileod/mdeberta-v3-base-tasksource-nli",
+  "architectures": [
+    "DebertaV2ForSequenceClassification"
+  ],
+  "attention_probs_dropout_prob": 0.1,
+  "classifiers_size": [
+    3,
+    3,
+    3,
+    3,
+    3,
+    3,
+    3,
+    3,
+    3,
+    3,
+    3,
+    3,
+    3,
+    3,
+    3,
+    3,
+    3,
+    1,
+    1,
+    1,
+    1,
+    1,
+    1,
+    1,
+    1,
+    1,
+    1,
+    2,
+    2,
+    2,
+    2,
+    2,
+    2,
+    2,
+    31,
+    12,
+    31,
+    11,
+    15,
+    2,
+    2,
+    2,
+    2,
+    2,
+    2,
+    6,
+    6,
+    6,
+    2,
+    8,
+    10,
+    2,
+    2,
+    5,
+    2,
+    2,
+    2,
+    2,
+    1,
+    1,
+    1,
+    20,
+    235,
+    1,
+    1,
+    1,
+    1,
+    1,
+    1,
+    1,
+    1,
+    1,
+    1,
+    1,
+    1,
+    1,
+    1,
+    1,
+    1,
+    1,
+    1,
+    1,
+    1,
+    1,
+    1,
+    1,
+    1,
+    1,
+    1,
+    1,
+    1,
+    1,
+    1,
+    1,
+    1,
+    1,
+    1,
+    1,
+    1,
+    1,
+    1,
+    1,
+    1,
+    1,
+    1,
+    1,
+    1,
+    1,
+    1,
+    1,
+    1,
+    1,
+    1,
+    1,
+    1,
+    1,
+    1,
+    1,
+    1,
+    1,
+    1,
+    1,
+    1,
+    1,
+    1,
+    1,
+    1,
+    1,
+    9,
+    17,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    18,
+    1,
+    3,
+    3,
+    3,
+    3,
+    3,
+    3,
+    3,
+    3,
+    3,
+    3,
+    6,
+    5,
+    3,
+    1,
+    60,
+    60,
+    60,
+    60,
+    60,
+    60,
+    60,
+    60,
+    60,
+    60,
+    60,
+    60,
+    60,
+    60,
+    60,
+    60,
+    60,
+    60,
+    60,
+    60,
+    60,
+    60,
+    60,
+    60,
+    60,
+    60,
+    60,
+    60,
+    60,
+    60,
+    60,
+    60,
+    60,
+    60,
+    60,
+    60,
+    60,
+    60,
+    60,
+    60,
+    60,
+    60,
+    60,
+    60,
+    60,
+    60,
+    60,
+    60,
+    60,
+    60,
+    60,
+    60,
+    60,
+    60,
+    2,
+    73,
+    73,
+    73,
+    73,
+    73,
+    73,
+    73,
+    73,
+    73,
+    73,
+    73,
+    73,
+    73,
+    113,
+    3
+  ],
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.1,
+  "hidden_size": 768,
+  "id2label": {
+    "0": "\u06af\u0641\u062a\u06af\u0648",
+    "1": "\u0627\u062f\u0628\u06cc\u0627\u062a",
+    "2": "\u0633\u06cc\u0627\u0633\u062a",
+    "3": "\u0639\u0644\u0645",
+    "4": "\u062f\u0627\u0631\u0648",
+    "5": "\u0642\u0627\u0646\u0648\u0646",
+    "6": "\u0634\u0639\u0631",
+    "7": "\u062f\u06cc\u0646"
+  },
+  "initializer_range": 0.02,
+  "intermediate_size": 3072,
+  "label2id": {
+    "\u0627\u062f\u0628\u06cc\u0627\u062a": 1,
+    "\u062f\u0627\u0631\u0648": 4,
+    "\u062f\u06cc\u0646": 7,
+    "\u0633\u06cc\u0627\u0633\u062a": 2,
+    "\u0634\u0639\u0631": 6,
+    "\u0639\u0644\u0645": 3,
+    "\u0642\u0627\u0646\u0648\u0646": 5,
+    "\u06af\u0641\u062a\u06af\u0648": 0
+  },
+  "layer_norm_eps": 1e-07,
+  "max_position_embeddings": 512,
+  "max_relative_positions": -1,
+  "model_type": "deberta-v2",
+  "norm_rel_ebd": "layer_norm",
+  "num_attention_heads": 12,
+  "num_hidden_layers": 12,
+  "pad_token_id": 0,
+  "pooler_dropout": 0,
+  "pooler_hidden_act": "gelu",
+  "pooler_hidden_size": 768,
+  "pos_att_type": [
+    "p2c",
+    "c2p"
+  ],
+  "position_biased_input": false,
+  "position_buckets": 256,
+  "relative_attention": true,
+  "share_att_key": true,
+  "tasks": [
+    "multilingual-NLI-26lang-2mil7",
+    "xnli/ru",
+    "xnli/tr",
+    "xnli/ur",
+    "xnli/vi",
+    "xnli/zh",
+    "xnli/hi",
+    "xnli/fr",
+    "xnli/es",
+    "xnli/en",
+    "xnli/el",
+    "xnli/de",
+    "xnli/bg",
+    "xnli/ar",
+    "xnli/th",
+    "xnli/sw",
+    "americas_nli/all_languages",
+    "stsb_multi_mt/en",
+    "stsb_multi_mt/fr",
+    "stsb_multi_mt/de",
+    "stsb_multi_mt/es",
+    "stsb_multi_mt/it",
+    "stsb_multi_mt/nl",
+    "stsb_multi_mt/pl",
+    "stsb_multi_mt/pt",
+    "stsb_multi_mt/ru",
+    "stsb_multi_mt/zh",
+    "paws-x/zh",
+    "paws-x/ja",
+    "paws-x/ko",
+    "paws-x/en",
+    "paws-x/de",
+    "paws-x/es",
+    "paws-x/fr",
+    "miam/vm2",
+    "miam/maptask",
+    "miam/loria",
+    "miam/dihana",
+    "miam/ilisten",
+    "x-stance/fr",
+    "x-stance/de",
+    "offenseval_2020/da",
+    "offenseval_2020/tr",
+    "offenseval_2020/gr",
+    "offenseval_2020/ar",
+    "offenseval_dravidian/tamil",
+    "offenseval_dravidian/malayalam",
+    "offenseval_dravidian/kannada",
+    "xglue/qam",
+    "x-fact",
+    "xglue/nc",
+    "xglue/qadsm",
+    "xglue/qam",
+    "xglue/wpr",
+    "xlwic/xlwic_fr_fr",
+    "xlwic/xlwic_en_ko",
+    "xlwic/xlwic_it_it",
+    "xlwic/xlwic_de_de",
+    "oasst1_dense_flat/quality",
+    "oasst1_dense_flat/toxicity",
+    "oasst1_dense_flat/helpfulness",
+    "language-identification",
+    "wili_2018",
+    "exams/multilingual",
+    "xcsr/X-CSQA-ar",
+    "xcsr/X-CODAH-zh",
+    "xcsr/X-CODAH-de",
+    "xcsr/X-CSQA-ru",
+    "xcsr/X-CODAH-fr",
+    "xcsr/X-CODAH-it",
+    "xcsr/X-CODAH-jap",
+    "xcsr/X-CODAH-nl",
+    "xcsr/X-CODAH-pt",
+    "xcsr/X-CODAH-en",
+    "xcsr/X-CODAH-ru",
+    "xcsr/X-CODAH-ar",
+    "xcsr/X-CODAH-vi",
+    "xcsr/X-CODAH-hi",
+    "xcsr/X-CODAH-sw",
+    "xcsr/X-CODAH-ur",
+    "xcsr/X-CODAH-pl",
+    "xcsr/X-CSQA-ur",
+    "xcsr/X-CODAH-es",
+    "xcsr/X-CSQA-pt",
+    "xcsr/X-CSQA-vi",
+    "xcsr/X-CSQA-hi",
+    "xcsr/X-CSQA-pl",
+    "xcsr/X-CSQA-sw",
+    "xcsr/X-CSQA-nl",
+    "xcsr/X-CSQA-jap",
+    "xcsr/X-CSQA-it",
+    "xcsr/X-CSQA-es",
+    "xcsr/X-CSQA-fr",
+    "xcsr/X-CSQA-zh",
+    "xcsr/X-CSQA-en",
+    "xcsr/X-CSQA-de",
+    "xcopa/qu",
+    "xcopa/it",
+    "xcopa/ht",
+    "xcopa/et",
+    "xcopa/vi",
+    "xcopa/id",
+    "xcopa/translation-et",
+    "xcopa/th",
+    "xcopa/sw",
+    "xcopa/translation-sw",
+    "xcopa/translation-ht",
+    "xcopa/translation-it",
+    "xcopa/ta",
+    "xcopa/translation-zh",
+    "xcopa/translation-vi",
+    "xcopa/translation-id",
+    "xcopa/translation-tr",
+    "xcopa/translation-th",
+    "xcopa/translation-ta",
+    "xcopa/zh",
+    "xcopa/tr",
+    "xstory_cloze/eu",
+    "xstory_cloze/my",
+    "xstory_cloze/te",
+    "xstory_cloze/sw",
+    "xstory_cloze/en",
+    "xstory_cloze/ru",
+    "xstory_cloze/zh",
+    "xstory_cloze/es",
+    "xstory_cloze/ar",
+    "xstory_cloze/hi",
+    "xstory_cloze/id",
+    "xglue/ner",
+    "xglue/pos",
+    "universal_dependencies/sme_giella/pos",
+    "universal_dependencies/no_bokmaal/pos",
+    "universal_dependencies/no_nynorsk/pos",
+    "universal_dependencies/no_nynorsklia/pos",
+    "universal_dependencies/cu_proiel/pos",
+    "universal_dependencies/fro_srcmf/pos",
+    "universal_dependencies/orv_rnc/pos",
+    "universal_dependencies/pl_lfg/pos",
+    "universal_dependencies/otk_tonqq/pos",
+    "universal_dependencies/fa_perdt/pos",
+    "universal_dependencies/fa_seraji/pos",
+    "universal_dependencies/pcm_nsc/pos",
+    "universal_dependencies/pl_pdb/pos",
+    "universal_dependencies/pl_pud/pos",
+    "universal_dependencies/pt_bosque/pos",
+    "universal_dependencies/pt_gsd/pos",
+    "universal_dependencies/pt_pud/pos",
+    "universal_dependencies/orv_torot/pos",
+    "universal_dependencies/myu_tudet/pos",
+    "universal_dependencies/gv_cadhan/pos",
+    "universal_dependencies/gun_thomas/pos",
+    "universal_dependencies/koi_uh/pos",
+    "universal_dependencies/kpv_ikdp/pos",
+    "universal_dependencies/kpv_lattice/pos",
+    "universal_dependencies/ko_gsd/pos",
+    "universal_dependencies/ko_kaist/pos",
+    "universal_dependencies/ko_pud/pos",
+    "universal_dependencies/kmr_mg/pos",
+    "universal_dependencies/la_ittb/pos",
+    "universal_dependencies/la_llct/pos",
+    "universal_dependencies/la_perseus/pos",
+    "universal_dependencies/la_proiel/pos",
+    "universal_dependencies/lv_lvtb/pos",
+    "universal_dependencies/lt_alksnis/pos",
+    "universal_dependencies/lt_hse/pos",
+    "universal_dependencies/olo_kkpp/pos",
+    "universal_dependencies/mt_mudt/pos",
+    "universal_dependencies/ro_nonstandard/pos",
+    "universal_dependencies/mr_ufal/pos",
+    "universal_dependencies/gun_dooley/pos",
+    "universal_dependencies/mdf_jr/pos",
+    "universal_dependencies/ro_rrt/pos",
+    "universal_dependencies/ru_taiga/pos",
+    "universal_dependencies/ru_gsd/pos",
+    "universal_dependencies/ta_mwtt/pos",
+    "universal_dependencies/ta_ttb/pos",
+    "universal_dependencies/te_mtg/pos",
+    "universal_dependencies/th_pud/pos",
+    "universal_dependencies/qtd_sagt/pos",
+    "universal_dependencies/tr_boun/pos",
+    "universal_dependencies/tr_gb/pos",
+    "universal_dependencies/tr_imst/pos",
+    "universal_dependencies/tr_pud/pos",
+    "universal_dependencies/uk_iu/pos",
+    "universal_dependencies/hsb_ufal/pos",
+    "universal_dependencies/ur_udtb/pos",
+    "universal_dependencies/ug_udt/pos",
+    "universal_dependencies/vi_vtb/pos",
+    "universal_dependencies/wbp_ufal/pos",
+    "universal_dependencies/cy_ccg/pos",
+    "universal_dependencies/wo_wtb/pos",
+    "universal_dependencies/yo_ytb/pos",
+    "universal_dependencies/tl_ugnayan/pos",
+    "universal_dependencies/ro_simonero/pos",
+    "universal_dependencies/tl_trg/pos",
+    "universal_dependencies/sv_talbanken/pos",
+    "universal_dependencies/ru_pud/pos",
+    "universal_dependencies/ru_syntagrus/pos",
+    "universal_dependencies/sa_ufal/pos",
+    "universal_dependencies/sa_vedic/pos",
+    "universal_dependencies/gd_arcosg/pos",
+    "universal_dependencies/sr_set/pos",
+    "universal_dependencies/sms_giellagas/pos",
+    "universal_dependencies/sk_snk/pos",
+    "universal_dependencies/sl_ssj/pos",
+    "universal_dependencies/sl_sst/pos",
+    "universal_dependencies/ajp_madar/pos",
+    "universal_dependencies/es_ancora/pos",
+    "universal_dependencies/es_gsd/pos",
+    "universal_dependencies/es_pud/pos",
+    "universal_dependencies/swl_sslc/pos",
+    "universal_dependencies/sv_lines/pos",
+    "universal_dependencies/sv_pud/pos",
+    "universal_dependencies/gsw_uzh/pos",
+    "universal_dependencies/kk_ktb/pos",
+    "universal_dependencies/hi_hdtb/pos",
+    "universal_dependencies/ja_pud/pos",
+    "universal_dependencies/zh_gsd/pos",
+    "universal_dependencies/zh_gsdsimp/pos",
+    "universal_dependencies/zh_hk/pos",
+    "universal_dependencies/zh_pud/pos",
+    "universal_dependencies/ckt_hse/pos",
+    "universal_dependencies/lzh_kyoto/pos",
+    "universal_dependencies/cop_scriptorium/pos",
+    "universal_dependencies/hr_set/pos",
+    "universal_dependencies/cs_cac/pos",
+    "universal_dependencies/cs_cltt/pos",
+    "universal_dependencies/cs_fictree/pos",
+    "universal_dependencies/cs_pdt/pos",
+    "universal_dependencies/cs_pud/pos",
+    "universal_dependencies/da_ddt/pos",
+    "universal_dependencies/nl_alpino/pos",
+    "universal_dependencies/nl_lassysmall/pos",
+    "universal_dependencies/en_esl/pos",
+    "universal_dependencies/en_ewt/pos",
+    "universal_dependencies/en_gum/pos",
+    "universal_dependencies/zh_cfl/pos",
+    "universal_dependencies/ca_ancora/pos",
+    "universal_dependencies/yue_hk/pos",
+    "universal_dependencies/bxr_bdt/pos",
+    "universal_dependencies/af_afribooms/pos",
+    "universal_dependencies/krl_kkpp/pos",
+    "universal_dependencies/akk_riao/pos",
+    "universal_dependencies/aqz_tudet/pos",
+    "universal_dependencies/sq_tsa/pos",
+    "universal_dependencies/am_att/pos",
+    "universal_dependencies/grc_perseus/pos",
+    "universal_dependencies/grc_proiel/pos",
+    "universal_dependencies/apu_ufpa/pos",
+    "universal_dependencies/en_gumreddit/pos",
+    "universal_dependencies/ar_nyuad/pos",
+    "universal_dependencies/ar_pud/pos",
+    "universal_dependencies/hy_armtdp/pos",
+    "universal_dependencies/aii_as/pos",
+    "universal_dependencies/bm_crb/pos",
+    "universal_dependencies/eu_bdt/pos",
+    "universal_dependencies/be_hse/pos",
+    "universal_dependencies/bho_bhtb/pos",
+    "universal_dependencies/br_keb/pos",
+    "universal_dependencies/bg_btb/pos",
+    "universal_dependencies/ar_padt/pos",
+    "universal_dependencies/en_lines/pos",
+    "universal_dependencies/akk_pisandub/pos",
+    "universal_dependencies/en_pronouns/pos",
+    "universal_dependencies/el_gdt/pos",
+    "universal_dependencies/he_htb/pos",
+    "universal_dependencies/qhe_hiencs/pos",
+    "universal_dependencies/hi_pud/pos",
+    "universal_dependencies/hu_szeged/pos",
+    "universal_dependencies/is_icepahc/pos",
+    "universal_dependencies/id_csui/pos",
+    "universal_dependencies/id_gsd/pos",
+    "universal_dependencies/id_pud/pos",
+    "universal_dependencies/ga_idt/pos",
+    "universal_dependencies/it_isdt/pos",
+    "universal_dependencies/it_partut/pos",
+    "universal_dependencies/it_postwita/pos",
+    "universal_dependencies/it_pud/pos",
+    "universal_dependencies/it_twittiro/pos",
+    "universal_dependencies/it_vit/pos",
+    "universal_dependencies/ja_bccwj/pos",
+    "universal_dependencies/ja_gsd/pos",
+    "universal_dependencies/ja_modern/pos",
+    "universal_dependencies/got_proiel/pos",
+    "universal_dependencies/de_pud/pos",
+    "universal_dependencies/is_pud/pos",
+    "universal_dependencies/de_hdt/pos",
+    "universal_dependencies/en_pud/pos",
+    "universal_dependencies/myv_jr/pos",
+    "universal_dependencies/de_lit/pos",
+    "universal_dependencies/et_ewt/pos",
+    "universal_dependencies/fo_farpahc/pos",
+    "universal_dependencies/fo_oft/pos",
+    "universal_dependencies/fi_ftb/pos",
+    "universal_dependencies/fi_ood/pos",
+    "universal_dependencies/fi_pud/pos",
+    "universal_dependencies/fi_tdt/pos",
+    "universal_dependencies/et_edt/pos",
+    "universal_dependencies/fr_ftb/pos",
+    "universal_dependencies/fr_fqb/pos",
+    "universal_dependencies/de_gsd/pos",
+    "universal_dependencies/gl_treegal/pos",
+    "universal_dependencies/gl_ctg/pos",
+    "universal_dependencies/fr_spoken/pos",
+    "universal_dependencies/en_partut/pos",
+    "universal_dependencies/fr_pud/pos",
+    "universal_dependencies/fr_partut/pos",
+    "universal_dependencies/fr_sequoia/pos",
+    "universal_dependencies/fr_gsd/pos",
+    "oasst1_pairwise_rlhf_reward",
+    "multilingual-sentiments/all",
+    "tweet_sentiment_multilingual/arabic",
+    "tweet_sentiment_multilingual/french",
+    "tweet_sentiment_multilingual/english",
+    "tweet_sentiment_multilingual/hindi",
+    "tweet_sentiment_multilingual/portuguese",
+    "tweet_sentiment_multilingual/spanish",
+    "tweet_sentiment_multilingual/all",
+    "tweet_sentiment_multilingual/german",
+    "tweet_sentiment_multilingual/italian",
+    "amazon_reviews_multi/all_languages",
+    "universal-joy",
+    "mms",
+    "ACES",
+    "massive/my-MM",
+    "massive/ro-RO",
+    "massive/pt-PT",
+    "massive/pl-PL",
+    "massive/nl-NL",
+    "massive/nb-NO",
+    "massive/es-ES",
+    "massive/ms-MY",
+    "massive/mn-MN",
+    "massive/ml-IN",
+    "massive/lv-LV",
+    "massive/ko-KR",
+    "massive/ru-RU",
+    "massive/kn-IN",
+    "massive/ka-GE",
+    "massive/jv-ID",
+    "massive/ja-JP",
+    "massive/it-IT",
+    "massive/is-IS",
+    "massive/id-ID",
+    "massive/hy-AM",
+    "massive/hu-HU",
+    "massive/hi-IN",
+    "massive/he-IL",
+    "massive/fr-FR",
+    "massive/km-KH",
+    "massive/fi-FI",
+    "massive/sl-SL",
+    "massive/sv-SE",
+    "massive/af-ZA",
+    "massive/am-ET",
+    "massive/ar-SA",
+    "massive/az-AZ",
+    "massive/bn-BD",
+    "massive/ca-ES",
+    "massive/cy-GB",
+    "massive/da-DK",
+    "massive/de-DE",
+    "massive/el-GR",
+    "massive/sq-AL",
+    "massive/en-US",
+    "massive/all",
+    "massive/zh-TW",
+    "massive/zh-CN",
+    "massive/vi-VN",
+    "massive/ur-PK",
+    "massive/tr-TR",
+    "massive/tl-PH",
+    "massive/th-TH",
+    "massive/te-IN",
+    "massive/ta-IN",
+    "massive/sw-KE",
+    "massive/all_1.1",
+    "massive/fa-IR",
+    "tydi-as2-balanced",
+    "multiconer_v2/Hindi (HI)",
+    "multiconer_v2/Multilingual (MULTI)",
+    "multiconer_v2/Ukrainian (UK)",
+    "multiconer_v2/Swedish (SV)",
+    "multiconer_v2/Spanish (ES)",
+    "multiconer_v2/Bangla (BN)",
+    "multiconer_v2/Chinese (ZH)",
+    "multiconer_v2/English (EN)",
+    "multiconer_v2/Farsi (FA)",
+    "multiconer_v2/Portuguese (PT)",
+    "multiconer_v2/German (DE)",
+    "multiconer_v2/Italian (IT)",
+    "multiconer_v2/French (FR)",
+    "mtop",
+    "multilingual-zero-shot-label-nli"
+  ],
+  "torch_dtype": "float32",
+  "transformers_version": "4.35.0",
+  "type_vocab_size": 0,
+  "vocab_size": 251000
+}

model.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f642f9884d77f61d21885e4c5e231c7b5d9758088dda771fec4d7883837bb316
+size 1115286664

runs/Nov13_19-31-31_a3eb61d85f3f/events.out.tfevents.1699903907.a3eb61d85f3f.239.0

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9cce743095f1e8a87eeaddaf61d290faca63c7e6575583b68f136640fe7cf5be
+size 23746

runs/Nov13_19-31-31_a3eb61d85f3f/events.out.tfevents.1699906866.a3eb61d85f3f.239.1

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:51c300b007fded700a0d7f4e577ba23472e52a055456acbf1b7f8dba3820e444
+size 411

special_tokens_map.json

@@ -0,0 +1,9 @@
+{
+  "bos_token": "[CLS]",
+  "cls_token": "[CLS]",
+  "eos_token": "[SEP]",
+  "mask_token": "[MASK]",
+  "pad_token": "[PAD]",
+  "sep_token": "[SEP]",
+  "unk_token": "[UNK]"
+}

spm.model

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:13c8d666d62a7bc4ac8f040aab68e942c861f93303156cc28f5c7e885d86d6e3
+size 4305025

tokenizer.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f27bde916567fb4107bb534811fc793175a893c3de63115dc7e8598d4aaf6fd2
+size 16316081

tokenizer_config.json

@@ -0,0 +1,65 @@
+{
+  "added_tokens_decoder": {
+    "0": {
+      "content": "[PAD]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "1": {
+      "content": "[CLS]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "2": {
+      "content": "[SEP]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "3": {
+      "content": "[UNK]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "250101": {
+      "content": "[MASK]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    }
+  },
+  "bos_token": "[CLS]",
+  "clean_up_tokenization_spaces": true,
+  "cls_token": "[CLS]",
+  "do_lower_case": false,
+  "eos_token": "[SEP]",
+  "mask_token": "[MASK]",
+  "max_length": 256,
+  "model_max_length": 1000000000000000019884624838656,
+  "pad_to_multiple_of": null,
+  "pad_token": "[PAD]",
+  "pad_token_type_id": 0,
+  "padding_side": "right",
+  "sep_token": "[SEP]",
+  "sp_model_kwargs": {},
+  "split_by_punct": false,
+  "stride": 0,
+  "tokenizer_class": "DebertaV2Tokenizer",
+  "truncation_side": "right",
+  "truncation_strategy": "longest_first",
+  "unk_token": "[UNK]",
+  "vocab_type": "spm"
+}

training_args.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d61078321ca9e5741bc65f70c07488e68d2348091e0def579c94523b63253a6e
+size 4600