Arabic Stable LM 2 Chat 1.6B
is a 1.6 billion parameter instruction tuned language model from the ar-stablelm-base. The model is trained on a mix of publicly available datasets and synthetic datasets.
Usage
StableLM 2 1.6B Chat
uses the following ChatML format:
Below we list the a comparison of our models against 28 models
Model
Params
CIDAR-MCQ
ArabicMMLU
ACVA
AlGhafa
Average
AraGPT2-base
135M
39.0
31.7
51.7
37.9
40.1
AraT5v2-base-1024
220M
38.0
28.3
37.3
36.8
35.1
AraGPT2-medium
370M
39.0
32.2
44.5
38.3
38.5
jais-family-590m
590M
33.0
35.7
51.2
38.8
39.7
jais-family-590m-chat
590M
28.0
31.4
51.8
36.8
37.0
AraGPT2-large
792M
37.0
32.6
46.2
37.9
38.4
AraGPT2-mega
1.46B
40.0
33.3
51.0
38.4
40.7
jais-family-1p3b
1.3B
41.0
37.5
51.3
39.6
42.3
jais-family-1p3b-chat
1.3B
30.0
34.6
56.0
44.7
41.3
Qwen2-1.5B
1.5B
30.0
30.5
61.1
38.7
40.1
Qwen2-1.5B-Instruct
1.5B
28.0
30.8
63.9
38.9
40.4
bloom-1b7
1.72B
37.0
33.0
52.2
39.1
40.3
bloomz-1b7
1.72B
25.0
33.5
45.3
42.1
36.5
jais-family-2p7b
2.7B
43.0
39.0
48.5
40.9
42.8
jais-family-2p7b-chat
2.7B
36.0
36.1
49.5
43.7
41.3
jais-family-6p7b
6.7B
44.0
40.7
55.8
41.3
45.4
jais-family-6p7b-chat
6.7B
38.0
38.7
64.1
39.9
45.2
AceGPT-7B
7B
46.0
40.9
63.1
40.7
47.7
AceGPT-7B-chat
7B
37.0
38.2
65.9
45.1
46.6
SILMA-9B-Instruct-v1.0
9B
27.0
30.8
56.2
42.0
39.0
AceGPT-13B
13B
41.0
40.7
65.3
38.8
46.4
AceGPT-13B-chat
13B
42.0
41.1
70.2
41.6
48.7
AceGPT-v1.5-13B
13B
40.0
40.3
66.1
39.5
46.5
AceGPT-v1.5-13B-chat
13B
36.0
40.9
69.0
39.8
46.4
jais-13b
13B
47.0
40.9
59.6
41.2
47.2
jais-13b-chat
13B
41.0
40.7
61.2
41.4
46.1
jais-family-13b
13B
45.0
41.9
58.3
40.5
46.4
jais-family-13b-chat
13B
37.0
39.9
63.2
41.4
45.4
ar-stablelm-2-base
1.64B
43.0
41.1
52.0
43.9
45.0
ar-stablelm-2-chat
1.64B
46.0
45.5
57.0
50.1
49.6
Use and Limitations
Intended Use
The model is intended to be used in chat-like applications for research only. Users should evaluate the model for safety performance in their specific use case and apply the necessary safeguards and fine-tune the model to facilitate safe performance in downstream applications. Read more about
safety and limitations
below.
Out-of-scope Use
Out-of-scope uses include use in any manner that violates applicable laws or regulations, Stability AI’s
Acceptable Use Policy
or license agreement, or use in languages outside of those explicitly supported by this model.
Limitations and Bias
As a base model, this model may exhibit unreliable or other undesirable behaviors that should be corrected through evaluation and fine-tuning prior to deployment. Given that each use case is unique, running a suite of tests may help facilitate proper performance of this model. Using this model will require guardrails around the user’s inputs and outputs to ensure that any outputs returned are not harmful. Pairing this model with an input and output classifier may help prevent harmful responses. Users should exercise caution when using these models in production systems and should not use the models if they are unsuitable for the user’s application.
How to Cite
@misc{alyafeai2024arabicstablelmadapting,
title={Arabic Stable LM: Adapting Stable LM 2 1.6B to Arabic},
author={Zaid Alyafeai and Michael Pieler and Hannah Teufel and Jonathan Tow and Marco Bellagente and Duy Phung and Nikhil Pinnaparaju and Reshinth Adithyan and Paulo Rocha and Maksym Zhuravinskyi and Carlos Riquelme},
year={2024},
eprint={2412.04277},
archivePrefix={arXiv},
primaryClass={cs.CL},
url={https://arxiv.org/abs/2412.04277},
}
Runs of stabilityai ar-stablelm-2-chat on huggingface.co
462
Total runs
100
24-hour runs
106
3-day runs
118
7-day runs
271
30-day runs
More Information About ar-stablelm-2-chat huggingface.co Model
ar-stablelm-2-chat huggingface.co is an AI model on huggingface.co that provides ar-stablelm-2-chat's model effect (), which can be used instantly with this stabilityai ar-stablelm-2-chat model. huggingface.co supports a free trial of the ar-stablelm-2-chat model, and also provides paid use of the ar-stablelm-2-chat. Support call ar-stablelm-2-chat model through api, including Node.js, Python, http.
ar-stablelm-2-chat huggingface.co is an online trial and call api platform, which integrates ar-stablelm-2-chat's modeling effects, including api services, and provides a free online trial of ar-stablelm-2-chat, you can try ar-stablelm-2-chat online for free by clicking the link below.
stabilityai ar-stablelm-2-chat online free url in huggingface.co:
ar-stablelm-2-chat is an open source model from GitHub that offers a free installation service, and any user can find ar-stablelm-2-chat on GitHub to install. At the same time, huggingface.co provides the effect of ar-stablelm-2-chat install, users can directly use ar-stablelm-2-chat installed effect in huggingface.co for debugging and trial. It also supports api for free installation.