Sailor 7B Chat by sail

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  Arxiv:2404.03608   Autotrain compatible   Base model:sail/sailor-7b   Chat   Conversational Dataset:cohereforai/aya collec... Dataset:cohereforai/aya datase...   Dataset:open-orca/openorca   En   Endpoints compatible   Id   Instruct   Instruction   License:apache-2.0   Lo   Ms   Multilingual   Qwen2   Region:us   Safetensors   Sailor   Sea   Sft   Th   Vi   Zh

Sailor 7B Chat Benchmarks

Sailor 7B Chat Parameters and Internals

LLM NameSailor 7B Chat
RepositoryOpen on ๐Ÿค— 
Base Model(s)  Sailor 7B   sail/Sailor-7B
Model Size7b
Required VRAM15.4 GB
Model Typeqwen2
Model Files  15.4 GB
Supported Languagesen zh id th vi ms lo
Model ArchitectureQwen2ForCausalLM
Context Length32768
Model Max Length32768
Transformers Version4.37.2
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size151936
Torch Data Typebfloat16
Sailor 7B Chat (sail/Sailor-7B-Chat)

Best Alternatives to Sailor 7B Chat

Best Alternatives
HF Rank
Einstein V7 Qwen2 7B0.4128K / 15.2 GB86630
Qwen2 7B Instruct V0.80.3128K / 15.2 GB364542
Qwen2 7B Instruct V0.50.3128K / 15.2 GB364951
Qwen2 7B Instruct V0.40.3128K / 15.2 GB364731
Qwen2 7B Instruct V0.70.3128K / 15.2 GB364681
Qwen2 7B Instruct V0.10.3128K / 15.2 GB364571
Qwen2 7B Instruct V0.30.3128K / 15.2 GB364191
Qwen2 7B Instruct V0.20.3128K / 15.2 GB364021
Qwen2 7B Instruct V0.60.3128K / 15.2 GB364111
... Instruct Orpo Ver 2.0 Wo Chat0.3128K / 15.2 GB14460
Note: green Score (e.g. "73.2") means that the model is better than sail/Sailor-7B-Chat.

Rank the Sailor 7B Chat 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