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Yi 6B Bnb 4bit by unsloth

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Model Card on HF 🤗: https://huggingface.co/unsloth/yi-6b-bnb-4bit 

Yi 6B Bnb 4bit Benchmarks

LLME Score: 0.16635
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Yi 6B Bnb 4bit (unsloth/yi-6b-bnb-4bit)

Yi 6B Bnb 4bit Parameters and Internals

Model Type 
text generation, transformers
Use Cases 
Areas:
finetuning, machine learning
Applications:
faster finetuning of models
Primary Use Cases:
Beginner friendly finetuning notebooks
Additional Notes 
Unsloth offers beginner-friendly notebooks for various models, enabling faster finetuning with optimized memory usage.
LLM NameYi 6B Bnb 4bit
Repository 🤗https://huggingface.co/unsloth/yi-6b-bnb-4bit 
Model Size6b
Required VRAM3.9 GB
Updated2025-02-05
Maintainerunsloth
Model Typellama
Model Files  3.9 GB
Supported Languagesen
Quantization Type4bit
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length4096
Model Max Length4096
Transformers Version4.38.0.dev0
Tokenizer ClassLlamaTokenizer
Padding Token<unk>
Vocabulary Size64000
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than unsloth/yi-6b-bnb-4bit.

Rank the Yi 6B Bnb 4bit 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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