🚀 mt0-xxl-mt Model Introduction
This is a model with multi - language support and various natural language processing capabilities, suitable for tasks such as text - to - text generation, coreference resolution, natural language inference, and sentence completion.
📦 Datasets
The model is trained on the following datasets:
📄 License
The model is released under the apache - 2.0 license.
🌐 Supported Languages
The model supports a wide range of languages, including but not limited to:
af, am, ar, az, be, bg, bn, ca, ceb, co, cs, cy, da, de, el, en, eo, es, et, eu, fa, fi, fil, fr, fy, ga, gd, gl, gu, ha, haw, hi, hmn, ht, hu, hy, ig, is, it, iw, ja, jv, ka, kk, km, kn, ko, ku, ky, la, lb, lo, lt, lv, mg, mi, mk, ml, mn, mr, ms, mt, my, ne, nl, 'no', ny, pa, pl, ps, pt, ro, ru, sd, si, sk, sl, sm, sn, so, sq, sr, st, su, sv, sw, ta, te, tg, th, tr, uk, und, ur, uz, vi, xh, yi, yo, zh, zu
🏷️ Tags
💻 Widget Examples
Here are some widget examples to show the model's capabilities:
Example Title |
Text |
mn - en translation |
Life is beautiful! Translate to Mongolian. |
jp - or - fr translation |
Le mot japonais «憂鬱» veut dire quoi en Odia? |
de - nb quiz |
Stell mir eine schwierige Quiz Frage bei der es um Astronomie geht. Bitte stell die Frage auf Norwegisch. |
zh - en sentiment |
一个传奇的开端,一个不灭的神话,这不仅仅是一部电影,而是作为一个走进新时代的标签,永远彪炳史册。Would you rate the previous review as positive, neutral or negative? |
zh - zh sentiment |
一个传奇的开端,一个不灭的神话,这不仅仅是一部电影,而是作为一个走进新时代的标签,永远彪炳史册。你认为这句话的立场是赞扬、中立还是批评? |
vi - en query |
Suggest at least five related search terms to "Mạng neural nhân tạo". |
fr - fr query |
Proposez au moins cinq mots clés concernant «Réseau de neurones artificiels». |
te - en qa |
Explain in a sentence in Telugu what is backpropagation in neural networks. |
en - en qa |
Why is the sky blue? |
es - en fable |
Write a fairy tale about a troll saving a princess from a dangerous dragon. The fairy tale is a masterpiece that has achieved praise worldwide and its moral is "Heroes Come in All Shapes and Sizes". Story (in Spanish): |
hi - en fable |
Write a fable about wood elves living in a forest that is suddenly invaded by ogres. The fable is a masterpiece that has achieved praise worldwide and its moral is "Violence is the last refuge of the incompetent". Fable (in Hindi): |
📊 Model Index
mt0 - xxl - mt
The following are the results of the model on different tasks and datasets:
Coreference Resolution
Dataset |
Split |
Accuracy |
Winogrande XL (xl) |
validation |
62.67 |
XWinograd (en) |
test |
83.31 |
XWinograd (fr) |
test |
78.31 |
XWinograd (jp) |
test |
80.19 |
XWinograd (pt) |
test |
80.99 |
XWinograd (ru) |
test |
79.05 |
Natural Language Inference
Dataset |
Split |
Accuracy |
ANLI (r1) |
validation |
49.5 |
ANLI (r2) |
validation |
42 |
ANLI (r3) |
validation |
48.17 |
SuperGLUE (cb) |
validation |
87.5 |
SuperGLUE (rte) |
validation |
84.84 |
XNLI (ar) |
validation |
58.03 |
XNLI (bg) |
validation |
59.92 |
XNLI (de) |
validation |
60.16 |
XNLI (el) |
validation |
59.2 |
XNLI (en) |
validation |
62.25 |
XNLI (es) |
validation |
60.92 |
XNLI (fr) |
validation |
59.88 |
XNLI (hi) |
validation |
57.47 |
XNLI (ru) |
validation |
58.67 |
XNLI (sw) |
validation |
56.79 |
XNLI (th) |
validation |
58.03 |
XNLI (tr) |
validation |
57.67 |
XNLI (ur) |
validation |
55.98 |
XNLI (vi) |
validation |
58.92 |
XNLI (zh) |
validation |
58.71 |
Sentence Completion
Dataset |
Split |
Accuracy |
StoryCloze (2016) |
validation |
94.66 |
SuperGLUE (copa) |
validation |
88 |
XCOPA (et) |
validation |
81 |
XCOPA (ht) |
validation |
79 |
XCOPA (id) |
validation |
90 |
XCOPA (it) |
validation |
88 |
XCOPA (qu) |
validation |
56 |
XCOPA (sw) |
validation |
81 |
XCOPA (ta) |
validation |
81 |
XCOPA (th) |
validation |
76 |
XCOPA (tr) |
validation |
76 |
XCOPA (vi) |
validation |
85 |
XCOPA (zh) |
validation |
87 |
XStoryCloze (ar) |
validation |
91 |
XStoryCloze (es) |
validation |
93.38 |