Sponsored by
Vmake Labs Video Enhancer
-Vmake Labs Video Enhancer uses AI to improve video quality, restore details, reduce blur, and upscale videos to 8K.
Goldfish is a suite of monolingual language models trained for 350 languages.
This model is the
Standard Arabic
(Arabic script) model trained on 1000MB of data, after accounting for an estimated byte premium of 1.47; content-matched text in Standard Arabic takes on average 1.47x 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: arb_arab is an
individual language
code. However, this model may also be useful for other Arabic dialects with less data.
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): 1465.02MB
Training text data (byte premium scaled): 1000.005MB
Training tokens: 196197376 (x10 epochs)
Vocabulary size: 50000
Compute cost: 1.001332731543552e+18 FLOPs or ~94.7 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 arb_arab_1000mb on huggingface.co
170
Total runs
0
24-hour runs
14
3-day runs
19
7-day runs
129
30-day runs
More Information About arb_arab_1000mb huggingface.co Model
arb_arab_1000mb huggingface.co is an AI model on huggingface.co that provides arb_arab_1000mb's model effect (), which can be used instantly with this goldfish-models arb_arab_1000mb model. huggingface.co supports a free trial of the arb_arab_1000mb model, and also provides paid use of the arb_arab_1000mb. Support call arb_arab_1000mb model through api, including Node.js, Python, http.
arb_arab_1000mb huggingface.co is an online trial and call api platform, which integrates arb_arab_1000mb's modeling effects, including api services, and provides a free online trial of arb_arab_1000mb, you can try arb_arab_1000mb online for free by clicking the link below.
goldfish-models arb_arab_1000mb online free url in huggingface.co:
arb_arab_1000mb is an open source model from GitHub that offers a free installation service, and any user can find arb_arab_1000mb on GitHub to install. At the same time, huggingface.co provides the effect of arb_arab_1000mb install, users can directly use arb_arab_1000mb installed effect in huggingface.co for debugging and trial. It also supports api for free installation.