myanmar-pos-model

chuuhtetnaing/myanmar-pos-model

myanmar-pos-model is a token classification model from chuuhtetnaing. Use it when you need labels on individual words, such as names. The card lists the license as apache-2.0.

Fine-tuned myanmar-text-segmentation-model for Myanmar Part-of-Speech tagging.

Downloads · 30 days

1% of all-time downloads

All-time downloads

1.6K

Public

Parameters

277M

11.1 GB on disk

Likes

Public

Hugging Face

Repo makeup

Click a slice to open those files.

.safetensors1.1 GB · 98%

At a glance

Task: Token Classification
License: apache-2.0
Model type: xlm-roberta
Access: Public
Created: Dec 24, 2025
Updated: Dec 24, 2025
SHA: 938d07ac

Base models

chuuhtetnaing/myanmar-text-segmentation-model

Datasets

chuuhtetnaing/myanmar-pos-dataset

Spaces

chuuhtetnaing/myanmar-part-of-speech-app

Model card

From the Hugging Face model README

Myanmar POS Tagging Model

Fine-tuned myanmar-text-segmentation-model for Myanmar Part-of-Speech tagging.

Training Results

Epoch	Training Loss	Validation Loss	Precision	Recall	F1	Accuracy
1	0.7611	0.5417	0.8000	0.8422	0.8205	0.8557
2	0.3736	0.3170	0.8879	0.9040	0.8959	0.9123
3	0.3015	0.2764	0.9000	0.9143	0.9071	0.9219
4	0.2589	0.2562	0.9067	0.9189	0.9127	0.9265
5	0.2504	0.2473	0.9104	0.9219	0.9161	0.9285
6	0.2209	0.2403	0.9141	0.9237	0.9189	0.9311
7	0.2253	0.2341	0.9168	0.9256	0.9212	0.9328
8	0.2361	0.2319	0.9183	0.9264	0.9223	0.9337
9	0.2140	0.2305	0.9180	0.9268	0.9224	0.9336
10	0.2199	0.2311	0.9184	0.9265	0.9224	0.9337

Training Details

Parameter	Value
Base Model	chuuhtetnaing/myanmar-text-segmentation-model
Total Epochs	10
Total Steps	650
Best F1	0.9224

Usage

Using Pipeline

from transformers import pipeline

pos = pipeline("token-classification", model="chuuhtetnaing/myanmar-pos-model", grouped_entities=True)
segments = pos("မြန်မာနိုင်ငံသည်အရှေ့တောင်အာရှတွင်တည်ရှိသည်။")

result = []

for segment in segments:
    pos_tag = segment['entity_group']
    word = segment['word']

    result.append(word + "/" + pos_tag)

result = " ".join(result)

print(result)

# မြန်မာနိုင်ငံ/n သည်/ppm အရှေ့တောင်/n အာရှ/n တွင်/ppm တည်/v ရှိသည်။/part

Dataset

Trained on chuuhtetnaing/myanmar-pos-dataset dataset.

Labels

POS Tag	Description	Examples
abb	Abbreviation	အထက (Basic Education High School), လ.ဝ (Confidentiality)
adj	Adjective	ရဲရင့် (brave), လှပ (beautiful), မွန်မြတ် (noble)
adv	Adverb	ဖြေးဖြေး (slow), နည်းနည်း (less)
conj	Conjunction	နှင့် (and), ထို့ကြောင့် (therefore), သို့မဟုတ် (or)
fw	Foreign Word	1, 2, 3, Myanmar, BBC, Google, ミャンマー, 缅甸
int	Interjection	အမလေး (Oh My God!)
n	Noun	ကျောင်း (school), စာအုပ် (book), ဒေါ်အောင်ဆန်းစုကြည်, လွတ်လပ်ရေး (freedom)
num	Number	၁ (1), ၂ (2), ၃ (3), ၁၀ (10), ၁၀၀ (100)
part	Particle	များ, ခဲ့, သင့်, လိမ့်, နိုင်
ppm	Post-positional Marker	သည်, က, ကို, အား, သို့, မှာ, တွင်
pron	Pronoun	ကျွန်တော် (I), ကျွန်မ (I), သင် (you), သူ (he), သူမ (she)
punc	Punctuation	။, ၊, (, ), , _, ', "
sb	Symbol	?, #, &, %, $, £, ¥, 𝜆, π, ÷, +, ×, @
tn	Text Number	တစ် (one), နှစ် (two), သုံး (three), တစ်ရာ, တစ်ထောင်
v	Verb	ကူညီ (help), လိုက်နာ (observe), အားပေး (encourage)

Task: Token Classification
Type: xlm-roberta
License: apache-2.0
Languages: my
Created: Dec 24, 2025
Updated: Dec 24, 2025