Text Generation
Transformers
Safetensors
t5
text2text-generation
diacritics
diacritization
accent-restoration
tone-restoration
tashkeel
yoruba
igbo
hausa
vietnamese
arabic
byt5
text-generation-inference
Instructions to use olaverse/diacnet-2.0 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use olaverse/diacnet-2.0 with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-generation", model="olaverse/diacnet-2.0")# pip install -U transformers accelerate # Load model directly from transformers import AutoTokenizer, AutoModelForSeq2SeqLM tokenizer = AutoTokenizer.from_pretrained("olaverse/diacnet-2.0") model = AutoModelForSeq2SeqLM.from_pretrained("olaverse/diacnet-2.0", device_map="auto") - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- vLLM
How to use olaverse/diacnet-2.0 with vLLM:
Install from pip and serve model
# Install vLLM from pip: pip install vllm # Start the vLLM server: vllm serve "olaverse/diacnet-2.0" # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:8000/v1/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "olaverse/diacnet-2.0", "prompt": "Once upon a time,", "max_tokens": 512, "temperature": 0.5 }'Use Docker
docker model run hf.co/olaverse/diacnet-2.0
- SGLang
How to use olaverse/diacnet-2.0 with SGLang:
Install from pip and serve model
# Install SGLang from pip: pip install sglang # Start the SGLang server: python3 -m sglang.launch_server \ --model-path "olaverse/diacnet-2.0" \ --host 0.0.0.0 \ --port 30000 # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:30000/v1/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "olaverse/diacnet-2.0", "prompt": "Once upon a time,", "max_tokens": 512, "temperature": 0.5 }'Use Docker images
docker run --gpus all \ --shm-size 32g \ -p 30000:30000 \ -v ~/.cache/huggingface:/root/.cache/huggingface \ --env "HF_TOKEN=<secret>" \ --ipc=host \ lmsysorg/sglang:latest \ python3 -m sglang.launch_server \ --model-path "olaverse/diacnet-2.0" \ --host 0.0.0.0 \ --port 30000 # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:30000/v1/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "olaverse/diacnet-2.0", "prompt": "Once upon a time,", "max_tokens": 512, "temperature": 0.5 }' - Docker Model Runner
How to use olaverse/diacnet-2.0 with Docker Model Runner:
docker model run hf.co/olaverse/diacnet-2.0
Download eval/features.csv from olaverse/diacnet-2.0: direct link, hf CLI and curl.
- Browser
- Download file 24.7 kB
-
https://huggingface.co/olaverse/diacnet-2.0/resolve/main/eval/features.csv
- Command line
-
hf download hf://olaverse/diacnet-2.0/eval/features.csv
-
curl -L -o features.csv https://huggingface.co/olaverse/diacnet-2.0/resolve/main/eval/features.csv
24.7 kB
| model,test,lang,condition,decode,DER,shape_DER,tone_DER,exact,compliance,n,word_acc,follows_hint,given_marks_kept | |
| diacnet-mini-2.0,auto-tag,yor,explicit tag,raw,0.07800479253373692,0.01696304704250221,0.06671711439021315,0.15666666666666668,1.0,,,, | |
| diacnet-mini-2.0,auto-tag,yor,explicit tag,aligned,0.07800479253373692,0.01696304704250221,0.06671711439021315,0.15666666666666668,1.0,,,, | |
| diacnet-mini-2.0,auto-tag,yor,auto,raw,0.0781309118426031,0.017215285660234583,0.06690629335351242,0.16333333333333333,1.0,,,, | |
| diacnet-mini-2.0,auto-tag,yor,auto,aligned,0.0781309118426031,0.017215285660234583,0.06690629335351242,0.16333333333333333,1.0,,,, | |
| diacnet-mini-2.0,auto-tag,ibo,explicit tag,raw,0.06290356175796709,0.06123724224119975,0.04920849822953551,0.49666666666666665,0.9633333333333334,,,, | |
| diacnet-mini-2.0,auto-tag,ibo,explicit tag,aligned,0.017131847531764215,0.015465528014996876,0.0017183920016663194,0.5033333333333333,1.0,,,, | |
| diacnet-mini-2.0,auto-tag,ibo,auto,raw,0.06279941678816914,0.061133097271401794,0.04920849822953551,0.5033333333333333,0.9633333333333334,,,, | |
| diacnet-mini-2.0,auto-tag,ibo,auto,aligned,0.017027702561966257,0.015361383045198917,0.0017183920016663194,0.51,1.0,,,, | |
| diacnet-mini-2.0,auto-tag,hau,explicit tag,raw,0.0554232667287849,0.055388756600062115,0.05293853746074473,0.7633333333333333,0.95,,,, | |
| diacnet-mini-2.0,auto-tag,hau,explicit tag,aligned,0.0026917900403768506,0.0026572799116540706,3.4510128722780136e-05,0.8,1.0,,,, | |
| diacnet-mini-2.0,auto-tag,hau,auto,raw,0.055250716085171,0.05521620595644822,0.05293853746074473,0.7766666666666666,0.95,,,, | |
| diacnet-mini-2.0,auto-tag,hau,auto,aligned,0.00251923939676295,0.0024847292680401697,3.4510128722780136e-05,0.8133333333333334,1.0,,,, | |
| diacnet-mini-2.0,auto-tag,vie,explicit tag,raw,0.021325511336610117,0.010147455208498494,0.016172506738544475,0.5033333333333333,1.0,,,, | |
| diacnet-mini-2.0,auto-tag,vie,explicit tag,aligned,0.021325511336610117,0.010147455208498494,0.016172506738544475,0.5033333333333333,1.0,,,, | |
| diacnet-mini-2.0,auto-tag,vie,auto,raw,0.02124623434279372,0.010306009196131283,0.0157761217694625,0.49333333333333335,1.0,,,, | |
| diacnet-mini-2.0,auto-tag,vie,auto,aligned,0.02124623434279372,0.010306009196131283,0.0157761217694625,0.49333333333333335,1.0,,,, | |
| diacnet-mini-2.0,auto-tag,pol,explicit tag,raw,0.004338109635861707,0.003549362429341396,0.003023530958327856,0.9533333333333334,0.9966666666666667,,,, | |
| diacnet-mini-2.0,auto-tag,pol,explicit tag,aligned,0.0022347837518075456,0.0014460365452872354,0.0007887472065203102,0.9533333333333334,1.0,,,, | |
| diacnet-mini-2.0,auto-tag,pol,auto,raw,0.004995398974628631,0.004075193900354936,0.003154988826081241,0.95,0.9966666666666667,,,, | |
| diacnet-mini-2.0,auto-tag,pol,auto,aligned,0.002892073090574471,0.0019718680163007757,0.0009202050742736953,0.95,1.0,,,, | |
| diacnet-mini-2.0,auto-tag,tur,explicit tag,raw,0.0049157303370786515,0.0049157303370786515,0.0,0.9466666666666667,1.0,,,, | |
| diacnet-mini-2.0,auto-tag,tur,explicit tag,aligned,0.0049157303370786515,0.0049157303370786515,0.0,0.9466666666666667,1.0,,,, | |
| diacnet-mini-2.0,auto-tag,tur,auto,raw,0.007198033707865169,0.007198033707865169,0.002282303370786517,0.9433333333333334,0.9966666666666667,,,, | |
| diacnet-mini-2.0,auto-tag,tur,auto,aligned,0.0049157303370786515,0.0049157303370786515,0.0,0.9466666666666667,1.0,,,, | |
| diacnet-mini-2.0,auto-tag,por,explicit tag,raw,0.003468069839751256,0.0009567089213106913,0.0026309495336044007,0.9033333333333333,1.0,,,, | |
| diacnet-mini-2.0,auto-tag,por,explicit tag,aligned,0.003468069839751256,0.0009567089213106913,0.0026309495336044007,0.9033333333333333,1.0,,,, | |
| diacnet-mini-2.0,auto-tag,por,auto,raw,0.003946424300406601,0.0010762975364745277,0.0031093039942597465,0.8966666666666666,1.0,,,, | |
| diacnet-mini-2.0,auto-tag,por,auto,aligned,0.003946424300406601,0.0010762975364745277,0.0031093039942597465,0.8966666666666666,1.0,,,, | |
| diacnet-mini-2.0,auto-tag,spa,explicit tag,raw,0.0032939884710403516,0.0001372495196266813,0.00315673895141367,0.93,1.0,,,, | |
| diacnet-mini-2.0,auto-tag,spa,explicit tag,aligned,0.0032939884710403516,0.0001372495196266813,0.00315673895141367,0.93,1.0,,,, | |
| diacnet-mini-2.0,auto-tag,spa,auto,raw,0.004529234147680483,0.0,0.004529234147680483,0.9133333333333333,1.0,,,, | |
| diacnet-mini-2.0,auto-tag,spa,auto,aligned,0.004529234147680483,0.0,0.004529234147680483,0.9133333333333333,1.0,,,, | |
| diacnet-mini-2.0,auto-tag,fra,explicit tag,raw,0.004245553643144004,0.00321285140562249,0.0035570854847963283,0.95,0.9966666666666667,,,, | |
| diacnet-mini-2.0,auto-tag,fra,explicit tag,aligned,0.0017211703958691911,0.0006884681583476765,0.0010327022375215145,0.9533333333333334,1.0,,,, | |
| diacnet-mini-2.0,auto-tag,fra,auto,raw,0.004245553643144004,0.00321285140562249,0.0035570854847963283,0.95,0.9966666666666667,,,, | |
| diacnet-mini-2.0,auto-tag,fra,auto,aligned,0.0017211703958691911,0.0006884681583476765,0.0010327022375215145,0.9533333333333334,1.0,,,, | |
| diacnet-mini-2.0,auto-tag,ita,explicit tag,raw,0.0003715630418627694,0.0,0.0003715630418627694,0.99,1.0,,,, | |
| diacnet-mini-2.0,auto-tag,ita,explicit tag,aligned,0.0003715630418627694,0.0,0.0003715630418627694,0.99,1.0,,,, | |
| diacnet-mini-2.0,auto-tag,ita,auto,raw,0.001114689125588308,0.0,0.001114689125588308,0.97,1.0,,,, | |
| diacnet-mini-2.0,auto-tag,ita,auto,aligned,0.001114689125588308,0.0,0.001114689125588308,0.97,1.0,,,, | |
| diacnet-mini-2.0,auto-tag,ara,explicit tag,raw,0.11168760240305844,0.018022938285090113,0.10458765701802294,0.08333333333333333,0.9966666666666667,,,, | |
| diacnet-mini-2.0,auto-tag,ara,explicit tag,aligned,0.11077735299472055,0.016930638995084655,0.10358638266885127,0.08333333333333333,1.0,,,, | |
| diacnet-mini-2.0,auto-tag,ara,auto,raw,0.1120517021663936,0.018022938285090113,0.1049517567813581,0.08,0.9966666666666667,,,, | |
| diacnet-mini-2.0,auto-tag,ara,auto,aligned,0.11095940287638813,0.016930638995084655,0.10376843255051885,0.08,1.0,,,, | |
| diacnet-mini-2.0,gloss,ara,with hint,aligned,,,,,,86.0,0.7209302325581395,, | |
| diacnet-mini-2.0,gloss,fra,with hint,aligned,,,,,,56.0,1.0,, | |
| diacnet-mini-2.0,gloss,pol,with hint,aligned,,,,,,45.0,0.9777777777777777,, | |
| diacnet-mini-2.0,gloss,spa,with hint,aligned,,,,,,12.0,1.0,, | |
| diacnet-mini-2.0,gloss,tur,with hint,aligned,,,,,,32.0,0.65625,, | |
| diacnet-mini-2.0,gloss,vie,with hint,aligned,,,,,,168.0,0.7797619047619048,, | |
| diacnet-mini-2.0,gloss,yor,with hint,aligned,,,,,,181.0,0.4088397790055249,, | |
| diacnet-mini-2.0,gloss,ara,no hint,aligned,,,,,,86.0,0.7209302325581395,, | |
| diacnet-mini-2.0,gloss,fra,no hint,aligned,,,,,,56.0,1.0,, | |
| diacnet-mini-2.0,gloss,pol,no hint,aligned,,,,,,45.0,0.8888888888888888,, | |
| diacnet-mini-2.0,gloss,spa,no hint,aligned,,,,,,12.0,1.0,, | |
| diacnet-mini-2.0,gloss,tur,no hint,aligned,,,,,,32.0,0.625,, | |
| diacnet-mini-2.0,gloss,vie,no hint,aligned,,,,,,168.0,0.5297619047619048,, | |
| diacnet-mini-2.0,gloss,yor,no hint,aligned,,,,,,181.0,0.4143646408839779,, | |
| diacnet-mini-2.0,gloss,ara,swapped hint,aligned,,,,,,28.0,0.5714285714285714,0.42857142857142855, | |
| diacnet-mini-2.0,gloss,pol,swapped hint,aligned,,,,,,18.0,1.0,0.0, | |
| diacnet-mini-2.0,gloss,spa,swapped hint,aligned,,,,,,12.0,1.0,0.0, | |
| diacnet-mini-2.0,gloss,tur,swapped hint,aligned,,,,,,32.0,0.46875,0.34375, | |
| diacnet-mini-2.0,gloss,vie,swapped hint,aligned,,,,,,92.0,0.7282608695652174,0.17391304347826086, | |
| diacnet-mini-2.0,gloss,yor,swapped hint,aligned,,,,,,169.0,0.3668639053254438,0.3609467455621302, | |
| diacnet-mini-2.0,partial,yor,underdots only,raw,0.08727456173540168,0.00561230924454534,0.08544583175684198,0.14,0.9966666666666667,,,,1.0 | |
| diacnet-mini-2.0,partial,yor,underdots only,aligned,0.0851935931391096,0.0033421616849539666,0.08330180350611678,0.14,1.0,,,,1.0 | |
| diacnet-mini-2.0,partial,yor,half the marks,raw,0.08330180350611678,0.017972001513431705,0.0751671080842477,0.06666666666666667,1.0,,,,0.9993650793650793 | |
| diacnet-mini-2.0,partial,yor,half the marks,aligned,0.08330180350611678,0.017972001513431705,0.0751671080842477,0.06666666666666667,1.0,,,,0.9993650793650793 | |
| diacnet-mini-2.0,partial,ibo,half the marks,raw,0.06675692564049157,0.06545511351801708,0.0532701520516559,0.4266666666666667,0.96,,,,1.0 | |
| diacnet-mini-2.0,partial,ibo,half the marks,aligned,0.01598625286398667,0.014684440741512185,0.0013538846073734639,0.43666666666666665,1.0,,,,1.0 | |
| diacnet-mini-2.0,partial,hau,half the marks,raw,0.05721779342236947,0.057183283293646685,0.054767574283052074,0.7433333333333333,0.95,,,,1.0 | |
| diacnet-mini-2.0,partial,hau,half the marks,aligned,0.0026572799116540706,0.00262276978293129,3.4510128722780136e-05,0.7833333333333333,1.0,,,,1.0 | |
| diacnet-mini-2.0,partial,vie,half the marks,raw,0.01855081655303631,0.0129221499920723,0.008641192325986998,0.4766666666666667,1.0,,,,1.0 | |
| diacnet-mini-2.0,partial,vie,half the marks,aligned,0.01855081655303631,0.0129221499920723,0.008641192325986998,0.4766666666666667,1.0,,,,1.0 | |
| diacnet-2.0,auto-tag,yor,explicit tag,raw,0.07024845503846638,0.015827973262706522,0.05946525413040737,0.18666666666666668,1.0,,,, | |
| diacnet-2.0,auto-tag,yor,explicit tag,aligned,0.07024845503846638,0.015827973262706522,0.05946525413040737,0.18666666666666668,1.0,,,, | |
| diacnet-2.0,auto-tag,yor,auto,raw,0.06854584436877285,0.015512674990541053,0.05801488207844621,0.18,1.0,,,, | |
| diacnet-2.0,auto-tag,yor,auto,aligned,0.06854584436877285,0.015512674990541053,0.05801488207844621,0.18,1.0,,,, | |
| diacnet-2.0,auto-tag,ibo,explicit tag,raw,0.06602791085190585,0.06467402624453239,0.05285357217246407,0.5266666666666666,0.96,,,, | |
| diacnet-2.0,auto-tag,ibo,explicit tag,aligned,0.01603832534888565,0.014684440741512185,0.0014059570922724432,0.54,1.0,,,, | |
| diacnet-2.0,auto-tag,ibo,auto,raw,0.06581962091230993,0.06456988127473443,0.05280149968756509,0.5366666666666666,0.96,,,, | |
| diacnet-2.0,auto-tag,ibo,auto,aligned,0.01583003540928973,0.014580295771714226,0.0013538846073734639,0.55,1.0,,,, | |
| diacnet-2.0,auto-tag,hau,explicit tag,raw,0.05673465162025054,0.056700141491527765,0.05456051351071539,0.7766666666666666,0.95,,,, | |
| diacnet-2.0,auto-tag,hau,explicit tag,aligned,0.002277668495703489,0.0022431583669807087,3.4510128722780136e-05,0.82,1.0,,,, | |
| diacnet-2.0,auto-tag,hau,auto,raw,0.05666563136280498,0.056631121234082205,0.05456051351071539,0.78,0.95,,,, | |
| diacnet-2.0,auto-tag,hau,auto,aligned,0.0022086482382579287,0.0021741381095351487,3.4510128722780136e-05,0.8233333333333334,1.0,,,, | |
| diacnet-2.0,auto-tag,vie,explicit tag,raw,0.013952750911685428,0.005470112573331219,0.011336610115744411,0.6466666666666666,1.0,,,, | |
| diacnet-2.0,auto-tag,vie,explicit tag,aligned,0.013952750911685428,0.005470112573331219,0.011336610115744411,0.6466666666666666,1.0,,,, | |
| diacnet-2.0,auto-tag,vie,auto,raw,0.013635642936419851,0.00531155858569843,0.011019502140478834,0.6566666666666666,1.0,,,, | |
| diacnet-2.0,auto-tag,vie,auto,aligned,0.013635642936419851,0.00531155858569843,0.011019502140478834,0.6566666666666666,1.0,,,, | |
| diacnet-2.0,auto-tag,pol,explicit tag,raw,0.0019718680163007757,0.0014460365452872354,0.0005258314710135402,0.9566666666666667,1.0,,,, | |
| diacnet-2.0,auto-tag,pol,explicit tag,aligned,0.0019718680163007757,0.0014460365452872354,0.0005258314710135402,0.9566666666666667,1.0,,,, | |
| diacnet-2.0,auto-tag,pol,auto,raw,0.0018404101485473905,0.0014460365452872354,0.0003943736032601551,0.9566666666666667,1.0,,,, | |
| diacnet-2.0,auto-tag,pol,auto,aligned,0.0018404101485473905,0.0014460365452872354,0.0003943736032601551,0.9566666666666667,1.0,,,, | |
| diacnet-2.0,auto-tag,tur,explicit tag,raw,0.006320224719101123,0.006320224719101123,0.002282303370786517,0.9533333333333334,0.9966666666666667,,,, | |
| diacnet-2.0,auto-tag,tur,explicit tag,aligned,0.004037921348314607,0.004037921348314607,0.0,0.9566666666666667,1.0,,,, | |
| diacnet-2.0,auto-tag,tur,auto,raw,0.005793539325842697,0.005793539325842697,0.002282303370786517,0.9566666666666667,0.9966666666666667,,,, | |
| diacnet-2.0,auto-tag,tur,auto,aligned,0.0035112359550561797,0.0035112359550561797,0.0,0.96,1.0,,,, | |
| diacnet-2.0,auto-tag,por,explicit tag,raw,0.002391772303276728,0.0009567089213106913,0.0015546519971298732,0.9366666666666666,1.0,,,, | |
| diacnet-2.0,auto-tag,por,explicit tag,aligned,0.002391772303276728,0.0009567089213106913,0.0015546519971298732,0.9366666666666666,1.0,,,, | |
| diacnet-2.0,auto-tag,por,auto,raw,0.0025113609184405643,0.0009567089213106913,0.0016742406122937097,0.9333333333333333,1.0,,,, | |
| diacnet-2.0,auto-tag,por,auto,aligned,0.0025113609184405643,0.0009567089213106913,0.0016742406122937097,0.9333333333333333,1.0,,,, | |
| diacnet-2.0,auto-tag,spa,explicit tag,raw,0.002744990392533626,0.0002744990392533626,0.0024704913532802636,0.94,1.0,,,, | |
| diacnet-2.0,auto-tag,spa,explicit tag,aligned,0.002744990392533626,0.0002744990392533626,0.0024704913532802636,0.94,1.0,,,, | |
| diacnet-2.0,auto-tag,spa,auto,raw,0.0032939884710403516,0.00041174855888004394,0.0028822399121603073,0.93,1.0,,,, | |
| diacnet-2.0,auto-tag,spa,auto,aligned,0.0032939884710403516,0.00041174855888004394,0.0028822399121603073,0.93,1.0,,,, | |
| diacnet-2.0,auto-tag,fra,explicit tag,raw,0.001376936316695353,0.0005737234652897303,0.0008032128514056225,0.96,1.0,,,, | |
| diacnet-2.0,auto-tag,fra,explicit tag,aligned,0.001376936316695353,0.0005737234652897303,0.0008032128514056225,0.96,1.0,,,, | |
| diacnet-2.0,auto-tag,fra,auto,raw,0.001491681009753299,0.0006884681583476765,0.0008032128514056225,0.96,1.0,,,, | |
| diacnet-2.0,auto-tag,fra,auto,aligned,0.001491681009753299,0.0006884681583476765,0.0008032128514056225,0.96,1.0,,,, | |
| diacnet-2.0,auto-tag,ita,explicit tag,raw,0.00024770869457517957,0.0,0.00024770869457517957,0.9933333333333333,1.0,,,, | |
| diacnet-2.0,auto-tag,ita,explicit tag,aligned,0.00024770869457517957,0.0,0.00024770869457517957,0.9933333333333333,1.0,,,, | |
| diacnet-2.0,auto-tag,ita,auto,raw,0.0003715630418627694,0.0,0.0003715630418627694,0.99,1.0,,,, | |
| diacnet-2.0,auto-tag,ita,auto,aligned,0.0003715630418627694,0.0,0.0003715630418627694,0.99,1.0,,,, | |
| diacnet-2.0,auto-tag,ara,explicit tag,raw,0.09275441470963044,0.015292190060076462,0.08647369379209903,0.14333333333333334,0.9966666666666667,,,, | |
| diacnet-2.0,auto-tag,ara,explicit tag,aligned,0.09211724012379392,0.014199890770071,0.08583651920626252,0.14333333333333334,1.0,,,, | |
| diacnet-2.0,auto-tag,ara,auto,raw,0.09330056435463317,0.015565264882577826,0.0867467686146004,0.14333333333333334,0.9966666666666667,,,, | |
| diacnet-2.0,auto-tag,ara,auto,aligned,0.09266338976879665,0.014472965592572365,0.08610959402876388,0.14333333333333334,1.0,,,, | |
| diacnet-2.0,gloss,ara,with hint,aligned,,,,,,86.0,0.7209302325581395,, | |
| diacnet-2.0,gloss,fra,with hint,aligned,,,,,,56.0,1.0,, | |
| diacnet-2.0,gloss,pol,with hint,aligned,,,,,,45.0,0.9777777777777777,, | |
| diacnet-2.0,gloss,spa,with hint,aligned,,,,,,12.0,1.0,, | |
| diacnet-2.0,gloss,tur,with hint,aligned,,,,,,32.0,0.84375,, | |
| diacnet-2.0,gloss,vie,with hint,aligned,,,,,,168.0,0.9047619047619048,, | |
| diacnet-2.0,gloss,yor,with hint,aligned,,,,,,181.0,0.43646408839779005,, | |
| diacnet-2.0,gloss,ara,no hint,aligned,,,,,,86.0,0.6976744186046512,, | |
| diacnet-2.0,gloss,fra,no hint,aligned,,,,,,56.0,1.0,, | |
| diacnet-2.0,gloss,pol,no hint,aligned,,,,,,45.0,0.9333333333333333,, | |
| diacnet-2.0,gloss,spa,no hint,aligned,,,,,,12.0,1.0,, | |
| diacnet-2.0,gloss,tur,no hint,aligned,,,,,,32.0,0.75,, | |
| diacnet-2.0,gloss,vie,no hint,aligned,,,,,,168.0,0.6309523809523809,, | |
| diacnet-2.0,gloss,yor,no hint,aligned,,,,,,181.0,0.43646408839779005,, | |
| diacnet-2.0,gloss,ara,swapped hint,aligned,,,,,,28.0,0.2857142857142857,0.35714285714285715, | |
| diacnet-2.0,gloss,pol,swapped hint,aligned,,,,,,18.0,1.0,0.0, | |
| diacnet-2.0,gloss,spa,swapped hint,aligned,,,,,,12.0,0.9166666666666666,0.08333333333333333, | |
| diacnet-2.0,gloss,tur,swapped hint,aligned,,,,,,32.0,0.3125,0.5, | |
| diacnet-2.0,gloss,vie,swapped hint,aligned,,,,,,92.0,0.6956521739130435,0.22826086956521738, | |
| diacnet-2.0,gloss,yor,swapped hint,aligned,,,,,,169.0,0.33727810650887574,0.3727810650887574, | |
| diacnet-2.0,partial,yor,underdots only,raw,0.0792029259679657,0.003846638920418716,0.0781309118426031,0.18,0.9966666666666667,,,,1.0 | |
| diacnet-2.0,partial,yor,underdots only,aligned,0.0771219573716736,0.00170261066969353,0.07604994324631101,0.18,1.0,,,,1.0 | |
| diacnet-2.0,partial,yor,half the marks,raw,0.08740068104426787,0.021188043889519486,0.07857232942363476,0.05333333333333334,0.9966666666666667,,,,0.9993650793650793 | |
| diacnet-2.0,partial,yor,half the marks,aligned,0.08323874385168369,0.0170261066969353,0.07428427292218438,0.05333333333333334,1.0,,,,0.9993650793650793 | |
| diacnet-2.0,partial,ibo,half the marks,raw,0.057800458237867114,0.057227660903978336,0.04290772755675901,0.4266666666666667,0.9666666666666667,,,,1.0 | |
| diacnet-2.0,partial,ibo,half the marks,aligned,0.016246615288481567,0.015673817954592793,0.0006248698187877526,0.44,1.0,,,,1.0 | |
| diacnet-2.0,partial,hau,half the marks,raw,0.05652759084791386,0.05649308071919108,0.05456051351071539,0.7833333333333333,0.95,,,,1.0 | |
| diacnet-2.0,partial,hau,half the marks,aligned,0.002070607723366808,0.002036097594644028,3.4510128722780136e-05,0.8266666666666667,1.0,,,,1.0 | |
| diacnet-2.0,partial,vie,half the marks,raw,0.014507689868400191,0.008879023307436182,0.0076898684001902645,0.5633333333333334,1.0,,,,1.0 | |
| diacnet-2.0,partial,vie,half the marks,aligned,0.014507689868400191,0.008879023307436182,0.0076898684001902645,0.5633333333333334,1.0,,,,1.0 | |
| diacnet-1.1,auto-tag,yor,explicit tag,raw,0.16761256148316309,0.02314289317694539,0.15537898852314289,0.016666666666666666,1.0,,,, | |
| diacnet-1.1,auto-tag,yor,explicit tag,aligned,0.16761256148316309,0.02314289317694539,0.15537898852314289,0.016666666666666666,1.0,,,, | |
| diacnet-1.1,auto-tag,yor,auto,raw,0.16811703871862782,0.023205952831378485,0.15588346575860765,0.02,1.0,,,, | |
| diacnet-1.1,auto-tag,yor,auto,aligned,0.16811703871862782,0.023205952831378485,0.15588346575860765,0.02,1.0,,,, | |
| diacnet-1.1,auto-tag,ibo,explicit tag,raw,0.0651426786086232,0.06269527181837117,0.04946886065403041,0.45666666666666667,0.9633333333333334,,,, | |
| diacnet-1.1,auto-tag,ibo,explicit tag,aligned,0.019423036867319308,0.016975630077067278,0.0024994792751510102,0.4666666666666667,1.0,,,, | |
| diacnet-1.1,auto-tag,ibo,auto,raw,0.065663403457613,0.06290356175796709,0.049833368048323265,0.4533333333333333,0.9633333333333334,,,, | |
| diacnet-1.1,auto-tag,ibo,auto,aligned,0.02025619662570298,0.01749635492605707,0.002863986669443866,0.4633333333333333,1.0,,,, | |
| diacnet-1.1,auto-tag,hau,explicit tag,raw,0.056941712392587225,0.056941712392587225,0.05290402733202195,0.6966666666666667,0.95,,,, | |
| diacnet-1.1,auto-tag,hau,explicit tag,aligned,0.0042102357041791764,0.0042102357041791764,0.0,0.7333333333333333,1.0,,,, | |
| diacnet-1.1,auto-tag,hau,auto,raw,0.05704524277875556,0.05704524277875556,0.05290402733202195,0.7,0.95,,,, | |
| diacnet-1.1,auto-tag,hau,auto,aligned,0.004313766090347517,0.004313766090347517,0.0,0.7366666666666667,1.0,,,, | |
| diacnet-1.1,auto-tag,vie,explicit tag,raw,0.036705248136990644,0.02195972728714127,0.030204534644046297,0.36666666666666664,0.9933333333333333,,,, | |
| diacnet-1.1,auto-tag,vie,explicit tag,aligned,0.030125257650229904,0.015141905818931347,0.023386713175836373,0.36666666666666664,1.0,,,, | |
| diacnet-1.1,auto-tag,vie,auto,raw,0.03654669414935786,0.02124623434279372,0.030204534644046297,0.37,0.9933333333333333,,,, | |
| diacnet-1.1,auto-tag,vie,auto,aligned,0.029966703662597113,0.014507689868400191,0.023307436182019976,0.37,1.0,,,, | |
| diacnet-1.1,auto-tag,pol,explicit tag,raw,0.008150387800709872,0.004863941106875247,0.003286446693834626,0.8533333333333334,1.0,,,, | |
| diacnet-1.1,auto-tag,pol,explicit tag,aligned,0.008150387800709872,0.004863941106875247,0.003286446693834626,0.8533333333333334,1.0,,,, | |
| diacnet-1.1,auto-tag,pol,auto,raw,0.010385171552517418,0.0074930984619429476,0.0051268568423820165,0.8533333333333334,0.9966666666666667,,,, | |
| diacnet-1.1,auto-tag,pol,auto,aligned,0.008281845668463258,0.0053897725778887864,0.002892073090574471,0.8533333333333334,1.0,,,, | |
| diacnet-1.1,auto-tag,tur,explicit tag,raw,0.009304775280898877,0.009304775280898877,0.002282303370786517,0.9133333333333333,0.9966666666666667,,,, | |
| diacnet-1.1,auto-tag,tur,explicit tag,aligned,0.007022471910112359,0.007022471910112359,0.0,0.9166666666666666,1.0,,,, | |
| diacnet-1.1,auto-tag,tur,auto,raw,0.010533707865168539,0.010533707865168539,0.002282303370786517,0.8933333333333333,0.9966666666666667,,,, | |
| diacnet-1.1,auto-tag,tur,auto,aligned,0.008251404494382022,0.008251404494382022,0.0,0.8966666666666666,1.0,,,, | |
| diacnet-1.1,auto-tag,por,explicit tag,raw,0.004424778761061947,0.002033006457785219,0.002750538148768237,0.8833333333333333,1.0,,,, | |
| diacnet-1.1,auto-tag,por,explicit tag,aligned,0.004424778761061947,0.002033006457785219,0.002750538148768237,0.8833333333333333,1.0,,,, | |
| diacnet-1.1,auto-tag,por,auto,raw,0.004544367376225784,0.0019134178426213825,0.0028701267639320736,0.8833333333333333,1.0,,,, | |
| diacnet-1.1,auto-tag,por,auto,aligned,0.004544367376225784,0.0019134178426213825,0.0028701267639320736,0.8833333333333333,1.0,,,, | |
| diacnet-1.1,auto-tag,spa,explicit tag,raw,0.009881965413121054,0.0024704913532802636,0.00947021685424101,0.8366666666666667,0.9966666666666667,,,, | |
| diacnet-1.1,auto-tag,spa,explicit tag,aligned,0.008097721657974196,0.0005489980785067252,0.007548723579467472,0.8366666666666667,1.0,,,, | |
| diacnet-1.1,auto-tag,spa,auto,raw,0.01056821301125446,0.0024704913532802636,0.010156464452374416,0.8266666666666667,0.9966666666666667,,,, | |
| diacnet-1.1,auto-tag,spa,auto,aligned,0.008783969256107603,0.0005489980785067252,0.008234971177600879,0.8266666666666667,1.0,,,, | |
| diacnet-1.1,auto-tag,fra,explicit tag,raw,0.0047045324153757884,0.004016064257028112,0.0035570854847963283,0.95,0.9966666666666667,,,, | |
| diacnet-1.1,auto-tag,fra,explicit tag,aligned,0.0019506597819850832,0.0012621916236374069,0.0008032128514056225,0.9533333333333334,1.0,,,, | |
| diacnet-1.1,auto-tag,fra,auto,raw,0.004475043029259896,0.0036718301778542743,0.0036718301778542743,0.9533333333333334,0.9966666666666667,,,, | |
| diacnet-1.1,auto-tag,fra,auto,aligned,0.0017211703958691911,0.0009179575444635686,0.0009179575444635686,0.9566666666666667,1.0,,,, | |
| diacnet-1.1,auto-tag,ita,explicit tag,raw,0.00012385434728758978,0.0,0.00012385434728758978,0.9966666666666667,1.0,,,, | |
| diacnet-1.1,auto-tag,ita,explicit tag,aligned,0.00012385434728758978,0.0,0.00012385434728758978,0.9966666666666667,1.0,,,, | |
| diacnet-1.1,auto-tag,ita,auto,raw,0.0003715630418627694,0.0,0.0003715630418627694,0.9933333333333333,1.0,,,, | |
| diacnet-1.1,auto-tag,ita,auto,aligned,0.0003715630418627694,0.0,0.0003715630418627694,0.9933333333333333,1.0,,,, | |
| diacnet-1.1,gloss,fra,with hint,aligned,,,,,,56.0,1.0,, | |
| diacnet-1.1,gloss,pol,with hint,aligned,,,,,,45.0,0.9333333333333333,, | |
| diacnet-1.1,gloss,spa,with hint,aligned,,,,,,12.0,1.0,, | |
| diacnet-1.1,gloss,tur,with hint,aligned,,,,,,32.0,0.59375,, | |
| diacnet-1.1,gloss,vie,with hint,aligned,,,,,,168.0,0.7261904761904762,, | |
| diacnet-1.1,gloss,yor,with hint,aligned,,,,,,181.0,0.30386740331491713,, | |
| diacnet-1.1,gloss,fra,no hint,aligned,,,,,,56.0,1.0,, | |
| diacnet-1.1,gloss,pol,no hint,aligned,,,,,,45.0,0.9333333333333333,, | |
| diacnet-1.1,gloss,spa,no hint,aligned,,,,,,12.0,1.0,, | |
| diacnet-1.1,gloss,tur,no hint,aligned,,,,,,32.0,0.4375,, | |
| diacnet-1.1,gloss,vie,no hint,aligned,,,,,,168.0,0.5357142857142857,, | |
| diacnet-1.1,gloss,yor,no hint,aligned,,,,,,181.0,0.3259668508287293,, | |
| diacnet-1.1,gloss,pol,swapped hint,aligned,,,,,,18.0,1.0,0.0, | |
| diacnet-1.1,gloss,spa,swapped hint,aligned,,,,,,12.0,1.0,0.0, | |
| diacnet-1.1,gloss,tur,swapped hint,aligned,,,,,,32.0,0.40625,0.34375, | |
| diacnet-1.1,gloss,vie,swapped hint,aligned,,,,,,92.0,0.5978260869565217,0.17391304347826086, | |
| diacnet-1.1,gloss,yor,swapped hint,aligned,,,,,,169.0,0.3076923076923077,0.41420118343195267, | |
| diacnet-1.1,partial,yor,underdots only,raw,0.33415310884096355,0.01412536259301299,0.3316937823180729,0.01,0.9933333333333333,,,,1.0 | |
| diacnet-1.1,partial,yor,underdots only,aligned,0.3316307226636398,0.009395888510530963,0.32917139614074914,0.01,1.0,,,,1.0 | |
| diacnet-1.1,partial,yor,half the marks,raw,0.10272417707150965,0.02314289317694539,0.09559843612057006,0.043333333333333335,0.99,,,,0.9996825396825397 | |
| diacnet-1.1,partial,yor,half the marks,aligned,0.09383276579644344,0.013494766048682053,0.08664396519107076,0.043333333333333335,1.0,,,,0.9996825396825397 | |
| diacnet-1.1,partial,ibo,half the marks,raw,0.06779837533847115,0.06623620079150178,0.05451989168923141,0.47333333333333333,0.96,,,,1.0 | |
| diacnet-1.1,partial,ibo,half the marks,aligned,0.016246615288481567,0.014684440741512185,0.0016142470318683607,0.49,1.0,,,,1.0 | |
| diacnet-1.1,partial,hau,half the marks,raw,0.05335265900541809,0.05335265900541809,0.04979811574697174,0.7033333333333334,0.9533333333333334,,,,1.0 | |
| diacnet-1.1,partial,hau,half the marks,aligned,0.0037270939020602545,0.0037270939020602545,0.0,0.7366666666666667,1.0,,,,1.0 | |
| diacnet-1.1,partial,vie,half the marks,raw,0.027271285872839703,0.018312985571587125,0.016648168701442843,0.39666666666666667,0.9966666666666667,,,,1.0 | |
| diacnet-1.1,partial,vie,half the marks,aligned,0.024020929126367527,0.015062628825114952,0.013397811954970668,0.39666666666666667,1.0,,,,1.0 | |