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OpenCoder 8B Instruct by infly

 »  All LLMs  »  infly  »  OpenCoder 8B Instruct   URL Share it on

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  Arxiv:2411.04905   Autotrain compatible Base model:finetune:infly/open... Base model:infly/opencoder-8b-...   Conversational Dataset:opencoder-llm/opencode... Dataset:opencoder-llm/opencode...   En   Endpoints compatible   Instruct   Llama   Region:us   Safetensors   Sharded   Tensorflow   Zh
Model Card on HF 🤗: https://huggingface.co/infly/OpenCoder-8B-Instruct 

OpenCoder 8B Instruct Benchmarks

LLME Score: 0.32149
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
OpenCoder 8B Instruct (infly/OpenCoder-8B-Instruct)

OpenCoder 8B 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 8B Instruct
Repository 🤗https://huggingface.co/infly/OpenCoder-8B-Instruct 
Base Model(s)  OpenCoder 8B Base   infly/OpenCoder-8B-Base
Model Size8b
Required VRAM15.5 GB
Updated2025-02-22
Maintainerinfly
Model Typellama
Instruction-BasedYes
Model Files  4.9 GB: 1-of-4   4.9 GB: 2-of-4   4.9 GB: 3-of-4   0.8 GB: 4-of-4
Supported Languagesen zh
Model ArchitectureLlamaForCausalLM
Licenseother
Context Length8192
Model Max Length8192
Transformers Version4.37.0
Tokenizer ClassINFLMTokenizer
Padding Token<pad>
Vocabulary Size96640
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than infly/OpenCoder-8B-Instruct.

Rank the OpenCoder 8B 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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Release v20241227
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