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Sailor 1.8B by sail

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  Arxiv:2404.03608   Autotrain compatible Base model:finetune:qwen/qwen1...   Base model:qwen/qwen1.5-1.8b   Conversational   Dataset:allenai/madlad-400   Dataset:cc100 Dataset:cerebras/slimpajama-62...   Dataset:skywork/skypile-150b   En   Id   Lo   Model-index   Ms   Multilingual   Qwen2   Region:us   Safetensors   Sailor   Sea   Th   Vi   Zh

Sailor 1.8B Benchmarks

ARC: 33.11 vs 96.7 (so35)-65.8%
HellaSwag: 57.06 vs 95.3 (gpt4)-40.1%
MMLU: 30.44 vs 88.3 (so35)-65.5%
TruthfulQA: 37.81 vs 59 (gpt4)-35.9%
WinoGrande: 58.41 vs 87.5 (gpt4)-33.2%
GSM8K: 2.73 vs 96.4 (so35)-97.2%
LLME Score: 0.24766
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Sailor 1.8B Parameters and Internals

LLM NameSailor 1.8B
Repository 🤗https://huggingface.co/sail/Sailor-1.8B 
Base Model(s)  Qwen/Qwen1.5-1.8B   Qwen/Qwen1.5-1.8B
Model Size1.8b
Required VRAM3.7 GB
Updated2024-10-22
Maintainersail
Model Typeqwen2
Model Files  3.7 GB
Supported Languagesen zh id th vi ms lo
Model ArchitectureQwen2ForCausalLM
Licenseapache-2.0
Context Length8192
Model Max Length8192
Transformers Version4.37.0.dev0
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size151936
Torch Data Typebfloat16
Errorsreplace
Sailor 1.8B (sail/Sailor-1.8B)

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Sailor 1.8B Chat32K / 3.7 GB5954
SmartQwen1.5 1.8B Orpo V132K / 3.7 GB50
Coder1.8 ORPO TEST32K / 3.7 GB82
Reyna Mini 1.8B V0.232K / 3.7 GB59312
Note: green Score (e.g. "73.2") means that the model is better than sail/Sailor-1.8B.

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Release v2024072803
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