---
pipeline_tag: translation
license: mit
language:
  - multilingual
  - af
  - am
  - ar
  - ast
  - az
  - ba
  - be
  - bg
  - bn
  - br
  - bs
  - ca
  - ceb
  - cs
  - cy
  - da
  - de
  - el
  - en
  - es
  - et
  - fa
  - ff
  - fi
  - fr
  - fy
  - ga
  - gd
  - gl
  - gu
  - ha
  - he
  - hi
  - hr
  - ht
  - hu
  - hy
  - id
  - ig
  - ilo
  - is
  - it
  - ja
  - jv
  - ka
  - kk
  - km
  - kn
  - ko
  - lb
  - lg
  - ln
  - lo
  - lt
  - lv
  - mg
  - mk
  - ml
  - mn
  - mr
  - ms
  - my
  - ne
  - nl
  - no
  - ns
  - oc
  - or
  - pa
  - pl
  - ps
  - pt
  - ro
  - ru
  - sd
  - si
  - sk
  - sl
  - so
  - sq
  - sr
  - ss
  - su
  - sv
  - sw
  - ta
  - th
  - tl
  - tn
  - tr
  - uk
  - ur
  - uz
  - vi
  - wo
  - xh
  - yi
  - yo
  - zh
  - zu
---

# `flores101_mm100_175M`

https://www.statmt.org/wmt21/large-scale-multilingual-translation-task.html

`flores101_mm100_175M` is a multilingual encoder-decoder (seq-to-seq) model trained for Many-to-Many multilingual translation. It was first released in [this](https://github.com/facebookresearch/fairseq/tree/main/examples/flores101) repository.

```python
from transformers import M2M100ForConditionalGeneration, M2M100Tokenizer

hi_text = "जीवन एक चॉकलेट बॉक्स की तरह है।"
chinese_text = "生活就像一盒巧克力。"

model = M2M100ForConditionalGeneration.from_pretrained("facebook/m2m100_418M")
tokenizer = M2M100Tokenizer.from_pretrained("facebook/m2m100_418M")

# translate Hindi to French
tokenizer.src_lang = "hi"
encoded_hi = tokenizer(hi_text, return_tensors="pt")
generated_tokens = model.generate(**encoded_hi, forced_bos_token_id=tokenizer.get_lang_id("fr"))
tokenizer.batch_decode(generated_tokens, skip_special_tokens=True)
# => "La vie est comme une boîte de chocolat."

# translate Chinese to English
tokenizer.src_lang = "zh"
encoded_zh = tokenizer(chinese_text, return_tensors="pt")
generated_tokens = model.generate(**encoded_zh, forced_bos_token_id=tokenizer.get_lang_id("en"))
tokenizer.batch_decode(generated_tokens, skip_special_tokens=True)
# => "Life is like a box of chocolate."
```

## Languages covered

| Language         | lang code |
| ---------------- | --------- |
| Akrikaans        | af        |
| Amharic          | am        |
| Arabic           | ar        |
| Assamese         | as        |
| Asturian         | ast       |
| Aymara           | ay        |
| Azerbaijani      | az        |
| Bashkir          | ba        |
| Belarusian       | be        |
| Bulgarian        | bg        |
| Bengali          | bn        |
| Breton           | br        |
| Bosnian          | bs        |
| Catalan          | ca        |
| Cebuano          | ceb       |
| Chokwe           | cjk       |
| Czech            | cs        |
| Welsh            | cy        |
| Danish           | da        |
| German           | de        |
| Dyula            | dyu       |
| Greek            | el        |
| English          | en        |
| Spanish          | es        |
| Estonian         | et        |
| Persian          | fa        |
| Fulah            | ff        |
| Finnish          | fi        |
| French           | fr        |
| Western Frisian  | fy        |
| Irish            | ga        |
| Scottish Gaelic  | gd        |
| Galician         | gl        |
| Gujarati         | gu        |
| Hausa            | ha        |
| Hebrew           | he        |
| Hindi            | hi        |
| Croatian         | hr        |
| Haitian Creole   | ht        |
| Hungarian        | hu        |
| Armenian         | hy        |
| Indonesian       | id        |
| Igbo             | ig        |
| Iloko            | ilo       |
| Icelandic        | is        |
| Italian          | it        |
| Japanese         | ja        |
| Javanese         | jv        |
| Georgian         | ka        |
| Kachin           | kac       |
| Kamba            | kam       |
| Kabuverdianu     | kea       |
| Kongo            | kg        |
| Kazakh           | kk        |
| Central Khmer    | km        |
| Kimbundu         | kmb       |
| Northern Kurdish | kmr       |
| Kannada          | kn        |
| Korean           | ko        |
| Kurdish          | ku        |
| Kyrgyz           | ky        |
| Luxembourgish    | lb        |
| Ganda            | lg        |
| Lingala          | ln        |
| Lao              | lo        |
| Lithuanian       | lt        |
| Luo              | luo       |
| Latvian          | lv        |
| Malagasy         | mg        |
| Maori            | mi        |
| Macedonian       | mk        |
| Malayalam        | ml        |
| Mongolian        | mn        |
| Marathi          | mr        |
| Malay            | ms        |
| Maltese          | mt        |
| Burmese          | my        |
| Nepali           | ne        |
| Dutch            | nl        |
| Norwegian        | no        |
| Northern Sotho   | ns        |
| Nyanja           | ny        |
| Occitan          | oc        |
| Oromo            | om        |
| Oriya            | or        |
| Punjabi          | pa        |
| Polish           | pl        |
| Pashto           | ps        |
| Portuguese       | pt        |
| Quechua          | qu        |
| Romanian         | ro        |
| Russian          | ru        |
| Sindhi           | sd        |
| Shan             | shn       |
| Sinhala          | si        |
| Slovak           | sk        |
| Slovenian        | sl        |
| Shona            | sn        |
| Somali           | so        |
| Albanian         | sq        |
| Serbian          | sr        |
| Swati            | ss        |
| Sundanese        | su        |
| Swedish          | sv        |
| Swahili          | sw        |
| Tamil            | ta        |
| Telugu           | te        |
| Tajik            | tg        |
| Thai             | th        |
| Tigrinya         | ti        |
| Tagalog          | tl        |
| Tswana           | tn        |
| Turkish          | tr        |
| Ukrainian        | uk        |
| Umbundu          | umb       |
| Urdu             | ur        |
| Uzbek            | uz        |
| Vietnamese       | vi        |
| Wolof            | wo        |
| Xhosa            | xh        |
| Yiddish          | yi        |
| Yoruba           | yo        |
| Chinese          | zh        |
| Zulu             | zu        |