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Yi 1.5 6B Bnb 4bit by unsloth

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Yi 1.5 6B Bnb 4bit is an open-source language model by unsloth. Features: 6b LLM, VRAM: 3.9GB, Context: 4K, Quantized, LLM Explorer Score: 0.13.

  Arxiv:1910.09700   4-bit   4bit   Bitsandbytes   Endpoints compatible   Llama   Quantized   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/unsloth/Yi-1.5-6B-bnb-4bit 

Yi 1.5 6B Bnb 4bit Benchmarks

LLME Score: 0.1267
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Yi 1.5 6B Bnb 4bit (unsloth/Yi-1.5-6B-bnb-4bit)
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Yi 1.5 6B Bnb 4bit Parameters and Internals

LLM NameYi 1.5 6B Bnb 4bit
Repository 🤗https://huggingface.co/unsloth/Yi-1.5-6B-bnb-4bit 
Model Size6b
Required VRAM3.9 GB
Updated2026-07-04
Maintainerunsloth
Model Typellama
Model Files  3.9 GB
Quantization Type4bit
Model ArchitectureLlamaForCausalLM
Context Length4096
Model Max Length4096
Transformers Version4.40.2
Tokenizer ClassLlamaTokenizer
Padding Token<unk>
Vocabulary Size64000
Torch Data Typebfloat16

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...ma Llama 3 6B V0.1 2 2bpw EXL28K / 2.9 GB60
Docllm Yi 6B4K / 13.5 GB51
Yi 6B Bnb 4bit4K / 3.9 GB111
Yi 6B Chat 6bpw H8 EXL2 Cnen4K / 4.9 GB41
Yi Ko 1.22K / 24.6 GB60
Electus Yiko DPO2K / 12.4 GB50
Yi Ko 1.12K / 24.6 GB50
Note: green Score (e.g. "73.2") means that the model is better than unsloth/Yi-1.5-6B-bnb-4bit.

Rank the Yi 1.5 6B Bnb 4bit 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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