Goldfish is a suite of monolingual language models trained for 350 languages.
This model is the
Indonesian
(Latin script) model trained on 10MB of data, after accounting for an estimated byte premium of 1.18; content-matched text in Indonesian takes on average 1.18x 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: ind_latn is an
individual language
code. Macrolanguage code msa_latn (Malay) 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: 39087104
Maximum sequence length: 512 tokens
Training text data (raw): 11.79MB
Training text data (byte premium scaled): 10.005MB
Training tokens: 2166272 (x10 epochs)
Vocabulary size: 50000
Compute cost: 1638493087334400.0 FLOPs or ~0.2 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 ind_latn_10mb on huggingface.co
43
Total runs
0
24-hour runs
7
3-day runs
2
7-day runs
21
30-day runs
More Information About ind_latn_10mb huggingface.co Model
ind_latn_10mb huggingface.co is an AI model on huggingface.co that provides ind_latn_10mb's model effect (), which can be used instantly with this goldfish-models ind_latn_10mb model. huggingface.co supports a free trial of the ind_latn_10mb model, and also provides paid use of the ind_latn_10mb. Support call ind_latn_10mb model through api, including Node.js, Python, http.
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goldfish-models ind_latn_10mb online free url in huggingface.co:
ind_latn_10mb is an open source model from GitHub that offers a free installation service, and any user can find ind_latn_10mb on GitHub to install. At the same time, huggingface.co provides the effect of ind_latn_10mb install, users can directly use ind_latn_10mb installed effect in huggingface.co for debugging and trial. It also supports api for free installation.