Yi 34B Chat Bnb 4bit by unsloth

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Yi 34B Chat Bnb 4bit Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Yi 34B Chat Bnb 4bit (unsloth/yi-34b-chat-bnb-4bit)

Yi 34B Chat Bnb 4bit Parameters and Internals

Model Type 
transformers
Use Cases 
Areas:
Research, Commercial applications
Applications:
Finetuning models
Primary Use Cases:
Model finetuning with reduced memory
Additional Notes 
Unsloth allows finetuning of models like Gemma, Mistral, and Llama 2 more efficiently with less memory usage. It supports exporting the models for different environments such as GGUF, vLLM, or uploading to Hugging Face.
Supported Languages 
English (high)
LLM NameYi 34B Chat Bnb 4bit
Repository ๐Ÿค—https://huggingface.co/unsloth/yi-34b-chat-bnb-4bit 
Base Model(s)  Yi 34B Chat 4bits   01-ai/Yi-34B-Chat-4bits
Model Size34b
Required VRAM19.1 GB
Updated2025-02-22
Maintainerunsloth
Model Typellama
Model Files  7.0 GB: 1-of-3   6.9 GB: 2-of-3   5.2 GB: 3-of-3
Supported Languagesen
Quantization Type4bit
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length4096
Model Max Length4096
Transformers Version4.37.2
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-34b-chat-bnb-4bit.

Rank the Yi 34B Chat 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  
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227