OpenCoder 1.5B Instruct by infly

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  Arxiv:2411.04905   Autotrain compatible Base model:finetune:infly/open... Base model:infly/opencoder-1.5...   Conversational Dataset:opencoder-llm/opencode... Dataset:opencoder-llm/opencode...   En   Endpoints compatible   Instruct   Llama   Region:us   Safetensors   Zh

OpenCoder 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").
OpenCoder 1.5B Instruct (infly/OpenCoder-1.5B-Instruct)

OpenCoder 1.5B Instruct Parameters and Internals

Model Type 
text generation
Additional Notes 
OpenCoder is an open and reproducible code LLM family.
Supported Languages 
English (fluent), Chinese (fluent)
Training Details 
Data Sources:
2.5 trillion tokens composed of 90% raw code and 10% code-related web data
Data Volume:
2.5 trillion tokens
Methodology:
Supervised finetuned on over 450M high-quality SFT examples
Input Output 
Accepted Modalities:
text
Output Format:
text
Release Notes 
Version:
1.5B and 8B base and chat models
Date:
2024
Notes:
Provides transparency by releasing model weights and training data.
LLM NameOpenCoder 1.5B Instruct
Repository ๐Ÿค—https://huggingface.co/infly/OpenCoder-1.5B-Instruct 
Base Model(s)  infly/OpenCoder-1.5B-Base   infly/OpenCoder-1.5B-Base
Model Size1.5b
Required VRAM3.8 GB
Updated2025-02-05
Maintainerinfly
Model Typellama
Instruction-BasedYes
Model Files  3.8 GB
Supported Languagesen zh
Model ArchitectureLlamaForCausalLM
Licenseother
Context Length4096
Model Max Length4096
Transformers Version4.37.0
Tokenizer ClassINFLMTokenizer
Padding Token<pad>
Vocabulary Size96640
Torch Data Typebfloat16

Rank the OpenCoder 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