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Instruction Synthesizer by instruction-pretrain

 »  All LLMs  »  instruction-pretrain  »  Instruction Synthesizer   URL Share it on

  879   
  Arxiv:2309.09530   Arxiv:2406.14491   Autotrain compatible Dataset:instruction-pretrain/f...   En   Endpoints compatible   Instruct   Mistral   Region:us   Safetensors   Sharded   Tensorflow

Instruction Synthesizer Benchmarks

LLME Score: 0.28864
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Instruction Synthesizer Parameters and Internals

LLM NameInstruction Synthesizer
Repository 🤗https://huggingface.co/instruction-pretrain/instruction-synthesizer 
Model Size7.2b
Required VRAM28.9 GB
Updated2024-09-07
Maintainerinstruction-pretrain
Model Typemistral
Instruction-BasedYes
Model Files  5.0 GB: 1-of-6   4.9 GB: 2-of-6   5.0 GB: 3-of-6   5.0 GB: 4-of-6   4.8 GB: 5-of-6   4.2 GB: 6-of-6
Supported Languagesen
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.34.0.dev0
Tokenizer ClassLlamaTokenizer
Vocabulary Size32000
Torch Data Typefloat16
Instruction Synthesizer (instruction-pretrain/instruction-synthesizer)

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Note: green Score (e.g. "73.2") means that the model is better than instruction-pretrain/instruction-synthesizer.

Rank the Instruction Synthesizer 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 v2024072803
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