Goldfish is a suite of monolingual language models trained for 350 languages.
This model is the
South Azerbaijani
(Arabic script) model trained on 100MB of data, after accounting for an estimated byte premium of 1.49; content-matched text in South Azerbaijani takes on average 1.49x 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: azb_arab is an
individual language
code. Macrolanguage code aze_arab (Azerbaijani) is included in Goldfish. Consider using that model depending on your use case.
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): 149.04MB
Training text data (byte premium scaled): 100.005MB
Training tokens: 25029120 (x10 epochs)
Vocabulary size: 50000
Compute cost: 1.27782777913344e+17 FLOPs or ~12.1 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 azb_arab_100mb on huggingface.co
32
Total runs
0
24-hour runs
0
3-day runs
1
7-day runs
15
30-day runs
More Information About azb_arab_100mb huggingface.co Model
azb_arab_100mb huggingface.co is an AI model on huggingface.co that provides azb_arab_100mb's model effect (), which can be used instantly with this goldfish-models azb_arab_100mb model. huggingface.co supports a free trial of the azb_arab_100mb model, and also provides paid use of the azb_arab_100mb. Support call azb_arab_100mb model through api, including Node.js, Python, http.
azb_arab_100mb huggingface.co is an online trial and call api platform, which integrates azb_arab_100mb's modeling effects, including api services, and provides a free online trial of azb_arab_100mb, you can try azb_arab_100mb online for free by clicking the link below.
goldfish-models azb_arab_100mb online free url in huggingface.co:
azb_arab_100mb is an open source model from GitHub that offers a free installation service, and any user can find azb_arab_100mb on GitHub to install. At the same time, huggingface.co provides the effect of azb_arab_100mb install, users can directly use azb_arab_100mb installed effect in huggingface.co for debugging and trial. It also supports api for free installation.