Yi Coder 1.5B by 01-ai

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  Arxiv:2403.04652   Codegen   Llama   Region:us   Safetensors
Model Card on HF ๐Ÿค—: https://huggingface.co/01-ai/Yi-Coder-1.5B 

Yi Coder 1.5B Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Yi Coder 1.5B (01-ai/Yi-Coder-1.5B)

Yi Coder 1.5B Parameters and Internals

Model Type 
open-source, code language model
Use Cases 
Areas:
Coding
Additional Notes 
Excels in long-context understanding with a maximum context length of 128K tokens.
Supported Languages 
52 major programming languages ()
Input Output 
Input Format:
Tokens for prompts
Accepted Modalities:
text
Output Format:
Generated code or text
LLM NameYi Coder 1.5B
Repository ๐Ÿค—https://huggingface.co/01-ai/Yi-Coder-1.5B 
Model Size1.5b
Required VRAM3 GB
Updated2025-01-22
Maintainer01-ai
Model Typellama
Model Files  3.0 GB
Generates CodeYes
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length131072
Model Max Length131072
Transformers Version4.44.0
Tokenizer ClassLlamaTokenizer
Padding Token<unk>
Vocabulary Size64000
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than 01-ai/Yi-Coder-1.5B.

Rank the Yi Coder 1.5B Capabilities

๐Ÿ†˜ 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! ๐ŸŒŸ

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