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Goldfish is a suite of monolingual language models trained for 350 languages.
This model is the
Tigrinya
(Ge'ez script) model trained on 252MB of data (all our data in the language), after accounting for an estimated byte premium of 1.76; content-matched text in Tigrinya takes on average 1.76x as many UTF-8 bytes to encode as English.
The Goldfish models are trained primarily for comparability across languages and for low-resource languages; Goldfish performance for high-resource languages is not designed to be comparable with modern large language models (LLMs).
Note: tir_ethi is an
individual language
code. It is not contained in any macrolanguage codes contained in Goldfish (for script ethi).
To access all Goldfish model details programmatically, see
https://github.com/tylerachang/goldfish/blob/main/model_details.json
.
All models are trained with a [CLS] (same as [BOS]) token prepended, and a [SEP] (same as [EOS]) token separating sequences.
Details for this model specifically:
Architecture: gpt2
Parameters: 124770816
Maximum sequence length: 512 tokens
Training text data (raw): 446.00MB
Training text data (byte premium scaled): 252.985MB
Training tokens: 56515072 (x10 epochs)
Vocabulary size: 50000
Compute cost: 2.88450203222016e+17 FLOPs or ~27.3 NVIDIA A6000 GPU hours
Training datasets (percentages prior to deduplication):
@article{chang-etal-2024-goldfish,
title={Goldfish: Monolingual Language Models for 350 Languages},
author={Chang, Tyler A. and Arnett, Catherine and Tu, Zhuowen and Bergen, Benjamin K.},
journal={Preprint},
year={2024},
}
Runs of goldfish-models tir_ethi_full on huggingface.co
46
Total runs
0
24-hour runs
-3
3-day runs
-5
7-day runs
23
30-day runs
More Information About tir_ethi_full huggingface.co Model
tir_ethi_full huggingface.co is an AI model on huggingface.co that provides tir_ethi_full's model effect (), which can be used instantly with this goldfish-models tir_ethi_full model. huggingface.co supports a free trial of the tir_ethi_full model, and also provides paid use of the tir_ethi_full. Support call tir_ethi_full model through api, including Node.js, Python, http.
tir_ethi_full huggingface.co is an online trial and call api platform, which integrates tir_ethi_full's modeling effects, including api services, and provides a free online trial of tir_ethi_full, you can try tir_ethi_full online for free by clicking the link below.
goldfish-models tir_ethi_full online free url in huggingface.co:
tir_ethi_full is an open source model from GitHub that offers a free installation service, and any user can find tir_ethi_full on GitHub to install. At the same time, huggingface.co provides the effect of tir_ethi_full install, users can directly use tir_ethi_full installed effect in huggingface.co for debugging and trial. It also supports api for free installation.