RaymondAISG commited on
Commit
dcb4992
·
verified ·
1 Parent(s): 30b6905

Update README.md

Browse files
Files changed (1) hide show
  1. README.md +7 -7
README.md CHANGED
@@ -7,11 +7,11 @@ language:
7
  - vi
8
  license: llama3
9
  ---
10
- # LLaMA3 8B CPT SEA-LIONv2 Instruct
11
 
12
  SEA-LION is a collection of Large Language Models (LLMs) which has been pretrained and instruct-tuned for the Southeast Asia (SEA) region.
13
 
14
- LLaMA3 8B CPT SEA-LIONv2 Instruct is a multilingual model which has been fine-tuned with around **100,000 English instruction-completion pairs** alongside a smaller pool of around **50,000 instruction-completion pairs** from other ASEAN languages, such as Indonesian, Thai and Vietnamese.
15
  These instructions have been carefully curated and rewritten to ensure the model was trained on truly open, commercially permissive and high quality datasets.
16
 
17
  SEA-LION stands for _Southeast Asian Languages In One Network_.
@@ -20,15 +20,15 @@ SEA-LION stands for _Southeast Asian Languages In One Network_.
20
  - **Funded by:** Singapore NRF
21
  - **Model type:** Decoder
22
  - **Languages:** English, Indonesian, Thai, Vietnamese, Tamil
23
- - **License:** [LLaMA3 Community License](https://huggingface.co/meta-llama/Meta-Llama-3-8B/blob/main/LICENSE)
24
 
25
  ## Model Details
26
 
27
  ### Base model
28
- We performed instruction tuning in English and also in ASEAN languages such as Indonesian, Thai and Vietnamese on our [continued pre-trained LLaMA3 CPT 8B SEA-LIONv2](https://huggingface.co/aisingapore/llama3-8b-cpt-sealionv2-base), a decoder model using the LLaMA3 architecture, to create LLaMA3 8B SEA-LIONv2 Instruct.
29
 
30
  ### Benchmark Performance
31
- We evaluated LLaMA3 8B SEA-LIONv2 Instruct on both general language capabilities and instruction-following capabilities.
32
 
33
  #### General Language Capabilities
34
  For the evaluation of general language capabilities, we employed the [BHASA evaluation benchmark](https://arxiv.org/abs/2309.06085v2) across a variety of tasks.
@@ -121,10 +121,10 @@ Current SEA-LION models, including this commercially permissive release, have no
121
 
122
  ## Technical Specifications
123
  ### Fine-Tuning Details
124
- The LLaMA3 8B CPT SEA-LIONv2 Instruct was fine-tuned using 8x A100-40GB using parameter efficient fine tuning in the form of LoRA.
125
 
126
  ## Data
127
- LLaMA3 8B CPT SEA-LIONv2 Instruct was trained on a wide range of instructions that were manually and stringently verified by our team. A large portion of the effort was dedicated to ensuring that each instruction-completion pair that the model sees is of a high quality and any errors were corrected and rewritten by native speakers or else dropped from our mix.
128
 
129
  In addition, special care was taken to ensure that the datasets used had commercially permissive licenses through verification with the original data source.
130
 
 
7
  - vi
8
  license: llama3
9
  ---
10
+ # Llama3 8B CPT SEA-LIONv2 Instruct
11
 
12
  SEA-LION is a collection of Large Language Models (LLMs) which has been pretrained and instruct-tuned for the Southeast Asia (SEA) region.
13
 
14
+ Llama3 8B CPT SEA-LIONv2 Instruct is a multilingual model which has been fine-tuned with around **100,000 English instruction-completion pairs** alongside a smaller pool of around **50,000 instruction-completion pairs** from other ASEAN languages, such as Indonesian, Thai and Vietnamese.
15
  These instructions have been carefully curated and rewritten to ensure the model was trained on truly open, commercially permissive and high quality datasets.
16
 
17
  SEA-LION stands for _Southeast Asian Languages In One Network_.
 
20
  - **Funded by:** Singapore NRF
21
  - **Model type:** Decoder
22
  - **Languages:** English, Indonesian, Thai, Vietnamese, Tamil
23
+ - **License:** [Llama3 Community License](https://huggingface.co/meta-llama/Meta-Llama-3-8B/blob/main/LICENSE)
24
 
25
  ## Model Details
26
 
27
  ### Base model
28
+ We performed instruction tuning in English and also in ASEAN languages such as Indonesian, Thai and Vietnamese on our [continued pre-trained Llama3 CPT 8B SEA-LIONv2](https://huggingface.co/aisingapore/llama3-8b-cpt-sealionv2-base), a decoder model using the Llama3 architecture, to create Llama3 8B SEA-LIONv2 Instruct.
29
 
30
  ### Benchmark Performance
31
+ We evaluated Llama3 8B SEA-LIONv2 Instruct on both general language capabilities and instruction-following capabilities.
32
 
33
  #### General Language Capabilities
34
  For the evaluation of general language capabilities, we employed the [BHASA evaluation benchmark](https://arxiv.org/abs/2309.06085v2) across a variety of tasks.
 
121
 
122
  ## Technical Specifications
123
  ### Fine-Tuning Details
124
+ The Llama3 8B CPT SEA-LIONv2 Instruct was fine-tuned using 8x A100-40GB using parameter efficient fine tuning in the form of LoRA.
125
 
126
  ## Data
127
+ Llama3 8B CPT SEA-LIONv2 Instruct was trained on a wide range of instructions that were manually and stringently verified by our team. A large portion of the effort was dedicated to ensuring that each instruction-completion pair that the model sees is of a high quality and any errors were corrected and rewritten by native speakers or else dropped from our mix.
128
 
129
  In addition, special care was taken to ensure that the datasets used had commercially permissive licenses through verification with the original data source.
130