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CodeFuse StarCoder2 15B by codefuse-ai

 »  All LLMs  »  codefuse-ai  »  CodeFuse StarCoder2 15B   URL Share it on

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  Autotrain compatible   Conversational   Endpoints compatible   Region:us   Safetensors   Sharded   Starcoder2   Tensorflow
Model Card on HF 🤗: https://huggingface.co/codefuse-ai/CodeFuse-StarCoder2-15B 

CodeFuse StarCoder2 15B Benchmarks

LLME Score: 0.18001
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
CodeFuse StarCoder2 15B (codefuse-ai/CodeFuse-StarCoder2-15B)

CodeFuse StarCoder2 15B Parameters and Internals

Model Type 
text-generation
Training Details 
Methodology:
Finetuned by LoRA on multiple code-related tasks
Input Output 
Input Format:
Concatenated string formed by combining conversation data (system, human, and bot contents) in the training data format.
Accepted Modalities:
text
LLM NameCodeFuse StarCoder2 15B
Repository 🤗https://huggingface.co/codefuse-ai/CodeFuse-StarCoder2-15B 
Model Size15b
Required VRAM31.9 GB
Updated2025-04-19
Maintainercodefuse-ai
Model Typestarcoder2
Model Files  4.9 GB: 1-of-7   5.0 GB: 2-of-7   5.0 GB: 3-of-7   5.0 GB: 4-of-7   5.0 GB: 5-of-7   5.0 GB: 6-of-7   2.0 GB: 7-of-7
Model ArchitectureStarcoder2ForCausalLM
Context Length16384
Model Max Length16384
Transformers Version4.40.0
Tokenizer ClassGPT2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size49152
Torch Data Typebfloat16

Best Alternatives to CodeFuse StarCoder2 15B

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Context / RAM
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Starcoder2 15B16K / 63.8 GB12652603
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Starcoder2 15B Instruct V0.116K / 31.9 GB762101
Starcoder2 15B Finetuned Drake16K / 63.8 GB50
...aceH4 Starchat2 15B V0.1 4bits16K / 9.9 GB50
Starcoder2 15B Instruct V0.116K / 53.4 GB50
Dolphincoder Starcoder2 15B16K / 31.9 GB12769
Starchat2 15B Sft V0.116K / 31.9 GB25
Starcoder2 15B Instruct16K / 31.9 GB47
OpenCodeInterpreter SC2 15B16K / 31.9 GB34
Note: green Score (e.g. "73.2") means that the model is better than codefuse-ai/CodeFuse-StarCoder2-15B.

Rank the CodeFuse StarCoder2 15B Capabilities

🆘 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! 🌟

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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