Text Classification
Transformers
ONNX
Safetensors
modernbert
fineweb-edu
educational-quality
data-filtering
data-curation
pretraining-data
quality-classifier
regression
mmbert
text-embeddings-inference
Instructions to use Horizon-Labs/multilingual-edu-classifier-base with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use Horizon-Labs/multilingual-edu-classifier-base with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="Horizon-Labs/multilingual-edu-classifier-base")# pip install -U transformers accelerate # Load model directly from transformers import AutoTokenizer, AutoModelForSequenceClassification tokenizer = AutoTokenizer.from_pretrained("Horizon-Labs/multilingual-edu-classifier-base") model = AutoModelForSequenceClassification.from_pretrained("Horizon-Labs/multilingual-edu-classifier-base", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Download eval/baselines.json from Horizon-Labs/multilingual-edu-classifier-base: direct link, hf CLI and curl.
- Browser
- Download file 14.5 kB
-
https://huggingface.co/Horizon-Labs/multilingual-edu-classifier-base/resolve/main/eval/baselines.json
- Command line
-
hf download hf://Horizon-Labs/multilingual-edu-classifier-base/eval/baselines.json
-
curl -L -o baselines.json https://huggingface.co/Horizon-Labs/multilingual-edu-classifier-base/resolve/main/eval/baselines.json
14.5 kB
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| "mean_pred": 1.303708251953125 | |
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| "hun_Latn": 0.6202557558487989, | |
| "hye_Armn": 0.423231753717233, | |
| "ind_Latn": 0.6207925246234596, | |
| "isl_Latn": 0.4463491772204554, | |
| "ita_Latn": 0.6264924596415915, | |
| "jpn_Jpan": 0.7896990661983702, | |
| "kan_Knda": 0.4984784498274562, | |
| "kat_Geor": 0.48444127752189386, | |
| "kaz_Cyrl": 0.3465341923924144, | |
| "khm_Khmr": 0.6382914448173299, | |
| "kor_Hang": 0.7989747457588643, | |
| "lit_Latn": 0.560250793614278, | |
| "lvs_Latn": 0.5238597331244348, | |
| "mal_Mlym": 0.6142332586223039, | |
| "mar_Deva": 0.5178096821445864, | |
| "mkd_Cyrl": 0.6245294420022526, | |
| "mya_Mymr": 0.6614666436063987, | |
| "nld_Latn": 0.6589492341211373, | |
| "nob_Latn": 0.5884598745905916, | |
| "npi_Deva": 0.5057900274710645, | |
| "pan_Guru": 0.48239238889222125, | |
| "pol_Latn": 0.6431501842808603, | |
| "por_Latn": 0.6774251610323179, | |
| "ron_Latn": 0.5720068345901783, | |
| "rus_Cyrl": 0.6598487846963305, | |
| "sin_Sinh": 0.5681730728940162, | |
| "slk_Latn": 0.5433020799375309, | |
| "slv_Latn": 0.5532141047294149, | |
| "spa_Latn": 0.6671276675142975, | |
| "srp_Cyrl": 0.3244343644279143, | |
| "swe_Latn": 0.6699832323601396, | |
| "swh_Latn": 0.4209064301683013, | |
| "tam_Taml": 0.5554827292258321, | |
| "tel_Telu": 0.5806660381234184, | |
| "tha_Thai": 0.7152391004088681, | |
| "tur_Latn": 0.7131602490856848, | |
| "ukr_Cyrl": 0.5066338460868683, | |
| "urd_Arab": 0.49444220274143674, | |
| "uzn_Latn": 0.42703751159186915, | |
| "vie_Latn": 0.577798064164233, | |
| "yue_Hani": 0.663907562897532, | |
| "zsm_Latn": 0.683626270718332 | |
| }, | |
| "lang_mean_spearman": 0.5753724654680388 | |
| } | |
| } | |
| } |