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Songcomposer Sft by Mar2Ding

 »  All LLMs  »  Mar2Ding  »  Songcomposer Sft   URL Share it on

  357   
  Arxiv:2402.17645   Custom code   En   Feature-extraction   Internlm   Pytorch   Region:us   Sharded   Zh
Model Card on HF 🤗: https://huggingface.co/Mar2Ding/songcomposer_sft 

Songcomposer Sft Benchmarks

LLME Score: 0.18363
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Songcomposer Sft (Mar2Ding/songcomposer_sft)

Songcomposer Sft Parameters and Internals

Model Type 
lyric and melody composition, instruction-following song generation
Use Cases 
Applications:
lyric to melody, melody to lyric, song continuation, text to song
Supported Languages 
languages_supported_en (English), languages_supported_zh (Chinese)
Training Details 
Data Sources:
InternLM2 as the initialization of the LLM
Methodology:
Pretrained with InternLM2 and finetuned for instruction-following song generation
Input Output 
Input Format:
Prompts in text format
Accepted Modalities:
text
Output Format:
Song lyrics and/or melody
LLM NameSongcomposer Sft
Repository 🤗https://huggingface.co/Mar2Ding/songcomposer_sft 
Required VRAM16.7 GB
Updated2025-02-22
MaintainerMar2Ding
Model Typeinternlm
Model Files  10.0 GB: 1-of-2   6.7 GB: 2-of-2
Supported Languagesen zh
Model ArchitectureInternLM2ForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.31.0
Is Biased0
Tokenizer ClassInternLMTokenizer
Padding Token</s>
Vocabulary Size93194
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than Mar2Ding/songcomposer_sft.

Rank the Songcomposer Sft 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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