SeaLLM 7B V2 by SeaLLMs

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  Arxiv:2205.11916   Arxiv:2306.05179   Arxiv:2306.05685   Arxiv:2312.00738   Autotrain compatible   Conversational   En   Endpoints compatible   Id   Km   License:other   Lo   Mistral   Ms   Multilingual   My   Region:us   Safetensors   Sea   Th   Tl   Vi   Zh

SeaLLM 7B V2 Benchmarks

SeaLLM 7B V2 Parameters and Internals

LLM NameSeaLLM 7B V2
RepositoryOpen on ๐Ÿค— 
Model Size7b
Required VRAM14.8 GB
Model Typemistral
Model Files  14.8 GB
Supported Languagesen zh vi id th ms km lo my tl
Model ArchitectureMistralForCausalLM
Context Length32768
Model Max Length32768
Transformers Version4.37.0.dev0
Tokenizer ClassLlamaTokenizer
Padding Token<unk>
Vocabulary Size48384
Torch Data Typebfloat16
SeaLLM 7B V2 (SeaLLMs/SeaLLM-7B-v2)

Quantized Models of the SeaLLM 7B V2

Ts V2 Gguf097 GB

Best Alternatives to SeaLLM 7B V2

Best Alternatives
HF Rank
MegaBeam Mistral 7B 300K0.3282K / 14.4 GB206815
Hebrew Mistral 7B 200K0.3256K / 30 GB179114
Astral 256K 7B V20.2250K / 14.4 GB3120
Astral 256K 7B0.2250K / 14.4 GB3020
Buddhi 128K Chat 7B0.3128K / 14.4 GB94714
LuminRP 7B 128K V0.20.3128K / 14.4 GB4170
...1 Summarize 64K LoRANET Merged0.3128K / 14.4 GB3010
... Summarize 64K QLoRANET Merged0.2128K / 4.1 GB100
LuminRP 7B 128K V0.50.2128K / 14.5 GB121
...PO DPO Binarized NeuralTrix 7B0.2128K / 14.4 GB4513
Note: green Score (e.g. "73.2") means that the model is better than SeaLLMs/SeaLLM-7B-v2.

Rank the SeaLLM 7B V2 Capabilities

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Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
Censorship and Alignment  
Data Analysis and Insight Generation  
Text Generation  
Text Summarization and Feature Extraction  
Code Generation  
Multi-Language Support and Translation  

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024071601