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Sailor 0.5B by sail

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  Arxiv:2404.03608   Autotrain compatible Base model:finetune:qwen/qwen1...   Base model:qwen/qwen1.5-0.5b   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 0.5B Benchmarks

ARC: 29.69 vs 96.7 (so35)-69.3%
HellaSwag: 45.82 vs 95.3 (gpt4)-51.9%
MMLU: 25.13 vs 88.3 (so35)-71.5%
TruthfulQA: 40.74 vs 59 (gpt4)-30.9%
WinoGrande: 55.56 vs 87.5 (gpt4)-36.5%
GSM8K: 1.21 vs 96.4 (so35)-98.7%
LLME Score: 0.25792
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Sailor 0.5B Parameters and Internals

LLM NameSailor 0.5B
Repository 🤗https://huggingface.co/sail/Sailor-0.5B 
Base Model(s)  Qwen/Qwen1.5-0.5B   Qwen/Qwen1.5-0.5B
Model Size0.5b
Required VRAM1.2 GB
Updated2024-10-22
Maintainersail
Model Typeqwen2
Model Files  1.2 GB
Supported Languagesen zh id th vi ms lo
Model ArchitectureQwen2ForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.37.0
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size151936
Torch Data Typebfloat16
Errorsreplace
Sailor 0.5B (sail/Sailor-0.5B)

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Qwen2 0.5B Tldr Sft128K / 2 GB50
Note: green Score (e.g. "73.2") means that the model is better than sail/Sailor-0.5B.

Rank the Sailor 0.5B Capabilities

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024072803
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