Lb Reranker 0.5B V1.0 by lightblue

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  Af   Am   Ar   As   Autotrain compatible   Az Base model:finetune:qwen/qwen2... Base model:qwen/qwen2.5-0.5b-i...   Be   Bg   Bn   Bs   Ca   Ceb   Ckb   Conversational   Cs   Cy   Da Dataset:lightblue/reranker con...   De   El   En   Endpoints compatible   Eo   Es   Et   Eu   Fa   Fi   Fr   Fy   Ga   Gd   Gl   Gu   Ha   He   Hi   Hr   Ht   Hu   Hy   Id   Instruct   Is   It   Ja   Jv   Ka   Kk   Km   Kn   Ko   Ku   Ky   La   Lb   Lo   Lt   Lv   Mg   Mk   Ml   Mn   Mr   Ms   Mt   My   Ne   Nl   Nn   No   Or   Pa   Pl   Ps   Pt   Qwen2   Region:us   Reranker   Ro   Ru   Safetensors   Sd   Si   Sk   Sl   So   Sq   Sr   Su   Sv   Sw   Ta   Te   Tg   Th   Tl   Tr   Uk   Ur   Uz   Vi   Yi   Yo   Zh

Lb Reranker 0.5B V1.0 Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Lb Reranker 0.5B V1.0 (lightblue/lb-reranker-0.5B-v1.0)

Lb Reranker 0.5B V1.0 Parameters and Internals

LLM NameLb Reranker 0.5B V1.0
Repository ๐Ÿค—https://huggingface.co/lightblue/lb-reranker-0.5B-v1.0 
Base Model(s)  Qwen/Qwen2.5-0.5B-Instruct   Qwen/Qwen2.5-0.5B-Instruct
Model Size0.5b
Required VRAM1 GB
Updated2025-02-05
Maintainerlightblue
Model Typeqwen2
Instruction-BasedYes
Model Files  1.0 GB
Supported Languagesen zh es de ar ru ja ko hi sk vi tr fi id fa no th sv pt da bn te ro it fr nl sw pl hu cs el uk mr ta tl bg lt ur he gu kn am kk hr uz jv ca az ms sr sl yo lv is ha ka et bs hy ml pa mt km sq or as my mn af be ga mk cy gl la yi lb tg gd ne ps eu ky ku si ht eo lo fy sd mg so su nn
Model ArchitectureQwen2ForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.47.1
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size151936
Torch Data Typebfloat16
Errorsreplace

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Note: green Score (e.g. "73.2") means that the model is better than lightblue/lb-reranker-0.5B-v1.0.

Rank the Lb Reranker 0.5B V1.0 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 v20241227