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Goldfish is a suite of monolingual language models trained for 350 languages.
This model is the
Thai
(Thai script) model trained on 5MB of data, after accounting for an estimated byte premium of 2.74; content-matched text in Thai takes on average 2.74x 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: tha_thai is an
individual language
code. It is not contained in any macrolanguage codes contained in Goldfish (for script thai).
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): 13.71MB
Training text data (byte premium scaled): 5.005MB
Training tokens: 1081344 (x10 epochs)
Vocabulary size: 50000
Compute cost: 818181203558400.0 FLOPs or ~0.1 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 tha_thai_5mb on huggingface.co
226
Total runs
0
24-hour runs
0
3-day runs
53
7-day runs
239
30-day runs
More Information About tha_thai_5mb huggingface.co Model
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tha_thai_5mb is an open source model from GitHub that offers a free installation service, and any user can find tha_thai_5mb on GitHub to install. At the same time, huggingface.co provides the effect of tha_thai_5mb install, users can directly use tha_thai_5mb installed effect in huggingface.co for debugging and trial. It also supports api for free installation.