TinySwallow 1.5B Instruct by SakanaAI

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  Arxiv:2501.16937   Autotrain compatible Base model:finetune:qwen/qwen2... Base model:qwen/qwen2.5-1.5b-i...   Conversational Dataset:tokyotech-llm/lmsys-ch... Dataset:tokyotech-llm/swallow-... Dataset:tokyotech-llm/swallow-...   Endpoints compatible   Instruct   Ja   Qwen2   Region:us   Safetensors

TinySwallow 1.5B Instruct Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
TinySwallow 1.5B Instruct (SakanaAI/TinySwallow-1.5B-Instruct)

TinySwallow 1.5B Instruct Parameters and Internals

LLM NameTinySwallow 1.5B Instruct
Repository ๐Ÿค—https://huggingface.co/SakanaAI/TinySwallow-1.5B-Instruct 
Base Model(s)  Qwen/Qwen2.5-1.5B-Instruct   Qwen/Qwen2.5-1.5B-Instruct
Model Size1.5b
Required VRAM3.1 GB
Updated2025-02-16
MaintainerSakanaAI
Model Typeqwen2
Instruction-BasedYes
Model Files  3.1 GB
Supported Languagesja
Model ArchitectureQwen2ForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.41.2
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size151936
Torch Data Typebfloat16
Errorsreplace

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Rank the TinySwallow 1.5B Instruct 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