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Sailor 14B Chat by sail

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  Arxiv:2404.03608   Autotrain compatible Base model:finetune:sail/sailo...   Base model:sail/sailor-14b   Chat   Conversational Dataset:cohereforai/aya collec... Dataset:cohereforai/aya datase... Dataset:huggingfaceh4/ultracha...   Dataset:open-orca/openorca   Dataset:openbmb/ultrafeedback   En   Endpoints compatible   Id   Instruct   Instruction   Lo   Ms   Multilingual   Pytorch   Qwen2   Region:us   Safetensors   Sailor   Sea   Sft   Sharded   Tensorflow   Th   Vi   Zh
Model Card on HF 🤗: https://huggingface.co/sail/Sailor-14B-Chat 

Sailor 14B Chat Benchmarks

LLME Score: 0.17858
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Sailor 14B Chat (sail/Sailor-14B-Chat)

Sailor 14B Chat Parameters and Internals

Model Type 
multilingual, chat, instruction
Use Cases 
Areas:
research, commercial applications
Applications:
question answering, commonsense reasoning
Primary Use Cases:
Text generation in SEA languages
Supported Languages 
en (proficient), zh (proficient), id (SEA), th (SEA), vi (SEA), ms (SEA), lo (SEA)
Training Details 
Data Sources:
SlimPajama, SkyPile, CC100, MADLAD-400
Data Volume:
200B to 400B tokens
Methodology:
Continually pre-training with instruction tuning
Training Time:
200B tokens: other models, 400B tokens: Qwen1.5-0.5B model
Input Output 
Input Format:
System and assistant prompt messages
Accepted Modalities:
text
Output Format:
Textual response
LLM NameSailor 14B Chat
Repository 🤗https://huggingface.co/sail/Sailor-14B-Chat 
Base Model(s)  Sailor 14B   sail/Sailor-14B
Model Size14b
Required VRAM28.4 GB
Updated2025-04-22
Maintainersail
Model Typeqwen2
Instruction-BasedYes
Model Files  4.9 GB: 1-of-6   5.0 GB: 2-of-6   5.0 GB: 3-of-6   5.0 GB: 4-of-6   5.0 GB: 5-of-6   3.5 GB: 6-of-6   4.9 GB: 1-of-6   5.0 GB: 2-of-6   5.0 GB: 3-of-6   5.0 GB: 4-of-6   5.0 GB: 5-of-6   3.5 GB: 6-of-6
Supported Languagesen zh id th vi ms lo
Model ArchitectureQwen2ForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.38.2
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size151936
Torch Data Typebfloat16
Errorsreplace

Best Alternatives to Sailor 14B Chat

Best Alternatives
Context / RAM
Downloads
Likes
Qwen2.5 14B Instruct 1M986K / 29.6 GB40216305
T3Q Qwen2.5 14B V1.0 E3986K / 29.7 GB169323
ZYH LLM Qwen2.5 14B V4986K / 29.7 GB1146
Qwen2.5 14B 1M YOYO V3986K / 29.7 GB2544
ZYH LLM Qwen2.5 14B V3986K / 29.7 GB1568
Impish QWEN 14B 1M986K / 29.7 GB20516
Qwen2.5 14B YOYO Latest V2986K / 29.7 GB1290
Qwen2.5 14B YOYO V4986K / 29.7 GB304
...14B Instruct 1M GRPO Reasoning986K / 29.7 GB264
Calcium Opus 14B Elite 1M986K / 29.7 GB294
Note: green Score (e.g. "73.2") means that the model is better than sail/Sailor-14B-Chat.

Rank the Sailor 14B Chat Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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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Release v20241227
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