Sea AI Lab

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Recent Activity

Nickwzk authored a paper 14 days ago

Fast Diffusion Model

Nickwzk authored a paper 14 days ago

StreamSplat: Towards Online Dynamic 3D Reconstruction from Uncalibrated Video Streams

Nickwzk authored a paper 15 days ago

Gamba: Marry Gaussian Splatting with Mamba for single view 3D reconstruction

View all activity

sail 's collections 7

🚀 Active PRM

Efficient Process Reward Model Training via Active Learning.

Efficient Process Reward Model Training via Active Learning

Paper • 2504.10559 • Published Apr 14 • 13
sail/ActPRMData

Viewer • Updated Apr 4 • 663k • 124
sail/ActPRM-X

7B • Updated Apr 15 • 9
sail/ActPRM

7B • Updated Apr 15 • 6

🔱 Sailor2 Language Models

Sailing in South-East Asia with Inclusive Multilingual LLMs

Running on Zero

26

26

Sailor2 20B Chat

🔱

Chat with Sailor2, a multilingual AI assistant
Sailor2: Sailing in South-East Asia with Inclusive Multilingual LLMs

Paper • 2502.12982 • Published Feb 18 • 18
sail/Sailor2-8B-Chat

Text Generation • 9B • Updated Feb 20 • 2.29k • 19
sail/Sailor2-1B-Chat

Text Generation • 1.0B • Updated Feb 20 • 1.71k • 16

📈 Scaling Laws with Vocabulary

Increase your vocabulary size when you scale up your language model

Scaling Laws with Vocabulary: Larger Models Deserve Larger Vocabularies

Paper • 2407.13623 • Published Jul 18, 2024 • 57
Running

11

11

Scaling With Vocab Demo

📊

Predict optimal vocabulary size based on model parameters
sail/scaling-vocab-3b-43k-overtrain

Text Generation • 3B • Updated Jul 19, 2024 • 24
sail/scaling-vocab-3b-32k-overtrain

Text Generation • 3B • Updated Jul 19, 2024 • 13

⚓️ Sailor Language Models

Sailor: Open Language Models tailored for South-East Asia (SEA) released by Sea AI Lab.

Running on Zero

6

6

Sailor 14B Chat

⚓

Generate responses to text questions in multiple languages
Sailor: Open Language Models for South-East Asia

Paper • 2404.03608 • Published Apr 4, 2024 • 21
sail/Sailor-14B

Text Generation • 14B • Updated Dec 21, 2024 • 19 • 6
sail/Sailor-7B

Text Generation • 8B • Updated Dec 21, 2024 • 29 • 28

🌾Oat-Zero: Understanding R1-Zero-Like Training

Understanding R1-Zero-Like Training: A Critical Perspective

Paper • 2503.20783 • Published Mar 26 • 52
sail/Qwen2.5-Math-7B-Oat-Zero

Text Generation • 8B • Updated Mar 21 • 2.74k • 5
sail/Qwen2.5-Math-1.5B-Oat-Zero

Text Generation • 2B • Updated Mar 21 • 4.5k • • 3
sail/Llama-3.2-3B-Oat-Zero

Text Generation • 3B • Updated Mar 21 • 21 • 1

🧬 RegMix: Data Mixture as Regression

Automatic data mixture method for large language model pre-training

Running

6

6

RegMix

📚

Generate regression predictions from CSV data
RegMix: Data Mixture as Regression for Language Model Pre-training

Paper • 2407.01492 • Published Jul 1, 2024 • 39
sail/data-mixture-human-1b

Text Generation • Updated Jul 11, 2024 • 20 • 3
sail/data-mixture-pile-cc-1b

Text Generation • Updated Jul 11, 2024 • 47 • 3

💡 DICE

Self-alignment with DPO Implicit Rewards

Bootstrapping Language Models with DPO Implicit Rewards

Paper • 2406.09760 • Published Jun 14, 2024 • 41
sail/Llama-3-Base-8B-DICE-Iter1

Text Generation • 8B • Updated Mar 11 • 27 • 2
sail/Llama-3-Base-8B-DICE-Iter2

Text Generation • 8B • Updated Mar 11 • 34 • 3
sail/Zephyr-7B-DICE-Iter1

Text Generation • 7B • Updated Mar 11 • 94

🚀 Active PRM

Efficient Process Reward Model Training via Active Learning.

Efficient Process Reward Model Training via Active Learning

Paper • 2504.10559 • Published Apr 14 • 13
sail/ActPRMData

Viewer • Updated Apr 4 • 663k • 124
sail/ActPRM-X

7B • Updated Apr 15 • 9
sail/ActPRM

7B • Updated Apr 15 • 6

🌾Oat-Zero: Understanding R1-Zero-Like Training

Understanding R1-Zero-Like Training: A Critical Perspective

Paper • 2503.20783 • Published Mar 26 • 52
sail/Qwen2.5-Math-7B-Oat-Zero

Text Generation • 8B • Updated Mar 21 • 2.74k • 5
sail/Qwen2.5-Math-1.5B-Oat-Zero

Text Generation • 2B • Updated Mar 21 • 4.5k • • 3
sail/Llama-3.2-3B-Oat-Zero

Text Generation • 3B • Updated Mar 21 • 21 • 1

🔱 Sailor2 Language Models

Sailing in South-East Asia with Inclusive Multilingual LLMs

Running on Zero

26

26

Sailor2 20B Chat

🔱

Chat with Sailor2, a multilingual AI assistant
Sailor2: Sailing in South-East Asia with Inclusive Multilingual LLMs

Paper • 2502.12982 • Published Feb 18 • 18
sail/Sailor2-8B-Chat

Text Generation • 9B • Updated Feb 20 • 2.29k • 19
sail/Sailor2-1B-Chat

Text Generation • 1.0B • Updated Feb 20 • 1.71k • 16

🧬 RegMix: Data Mixture as Regression

Automatic data mixture method for large language model pre-training

Running

6

6

RegMix

📚

Generate regression predictions from CSV data
RegMix: Data Mixture as Regression for Language Model Pre-training

Paper • 2407.01492 • Published Jul 1, 2024 • 39
sail/data-mixture-human-1b

Text Generation • Updated Jul 11, 2024 • 20 • 3
sail/data-mixture-pile-cc-1b

Text Generation • Updated Jul 11, 2024 • 47 • 3

📈 Scaling Laws with Vocabulary

Increase your vocabulary size when you scale up your language model

Scaling Laws with Vocabulary: Larger Models Deserve Larger Vocabularies

Paper • 2407.13623 • Published Jul 18, 2024 • 57
Running

11

11

Scaling With Vocab Demo

📊

Predict optimal vocabulary size based on model parameters
sail/scaling-vocab-3b-43k-overtrain

Text Generation • 3B • Updated Jul 19, 2024 • 24
sail/scaling-vocab-3b-32k-overtrain

Text Generation • 3B • Updated Jul 19, 2024 • 13

💡 DICE

Self-alignment with DPO Implicit Rewards

Bootstrapping Language Models with DPO Implicit Rewards

Paper • 2406.09760 • Published Jun 14, 2024 • 41
sail/Llama-3-Base-8B-DICE-Iter1

Text Generation • 8B • Updated Mar 11 • 27 • 2
sail/Llama-3-Base-8B-DICE-Iter2

Text Generation • 8B • Updated Mar 11 • 34 • 3
sail/Zephyr-7B-DICE-Iter1

Text Generation • 7B • Updated Mar 11 • 94

⚓️ Sailor Language Models

Sailor: Open Language Models tailored for South-East Asia (SEA) released by Sea AI Lab.

Running on Zero

6

6

Sailor 14B Chat

⚓

Generate responses to text questions in multiple languages
Sailor: Open Language Models for South-East Asia

Paper • 2404.03608 • Published Apr 4, 2024 • 21
sail/Sailor-14B

Text Generation • 14B • Updated Dec 21, 2024 • 19 • 6
sail/Sailor-7B

Text Generation • 8B • Updated Dec 21, 2024 • 29 • 28

AI & ML interests

Recent Activity

Team members 19

sail 's collections 7

Sailor2 20B Chat

Scaling With Vocab Demo

Sailor 14B Chat

RegMix

Sailor2 20B Chat

RegMix

Scaling With Vocab Demo

Sailor 14B Chat