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MiniChat 3B by GeneZC

 »  All LLMs  »  GeneZC  »  MiniChat 3B   URL Share it on

  2222   
  Arxiv:2311.07052   Autotrain compatible   Conversational   En   Endpoints compatible   Llama   Pytorch   Region:us   Safetensors   Zh
Model Card on HF 🤗: https://huggingface.co/GeneZC/MiniChat-3B 

MiniChat 3B Benchmarks

ARC: 44.03 vs 96.7 (so35)-54.5%
HellaSwag: 67.19 vs 95.3 (gpt4)-29.5%
MMLU: 39.17 vs 88.3 (so35)-55.6%
TruthfulQA: 45.67 vs 59 (gpt4)-22.6%
WinoGrande: 65.27 vs 87.5 (gpt4)-25.4%
GSM8K: 10.54 vs 96.4 (so35)-89.1%
LLME Score: 0.20239
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
MiniChat 3B (GeneZC/MiniChat-3B)

MiniChat 3B Parameters and Internals

Model Type 
language generation
Additional Notes 
Multiturn conversation functionality available.
Supported Languages 
en (full), zh (full)
Training Details 
Methodology:
Distillation from an adapted version of LLaMA2-7B
Model Architecture:
Adapted LLaMA2 architecture
Input Output 
Accepted Modalities:
text
Output Format:
text
Release Notes 
Version:
MiniChat-1.5-3B
Notes:
Updated model version
LLM NameMiniChat 3B
Repository 🤗https://huggingface.co/GeneZC/MiniChat-3B 
Model Size3b
Required VRAM6 GB
Updated2025-02-22
MaintainerGeneZC
Model Typellama
Model Files  6.0 GB   6.0 GB
Supported Languagesen zh
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length4096
Model Max Length4096
Transformers Version4.30.2
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size49216
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than GeneZC/MiniChat-3B.

Rank the MiniChat 3B 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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227
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