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Yi 34B Bnb 4bit by unsloth

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  Arxiv:1910.09700   4-bit   4bit   Autotrain compatible   Endpoints compatible   Llama   Quantized   Region:us   Safetensors   Sharded   Tensorflow

Rank the Yi 34B 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  
Yi 34B Bnb 4bit (unsloth/yi-34b-bnb-4bit)

Best Alternatives to Yi 34B Bnb 4bit

Best Alternatives
HF Rank
UNA SimpleSmaug 34B V1beta77.4132K / 69.2 GB1949
Smaug 34B V0.177.29195K / 69.2 GB572334
Luminex 32B V0.277.1932K / 68.9 GB795
Luminex 34B V0.177.06195K / 68.9 GB1597
Pearl 34B Ties75.48195K / 67.8 GB1271
Bagel Hermes 34B Slerp75.24195K / 68.9 GB39450
HermesBagel 34B V0.175.154K / 68.9 GB17501
Yi 34B X275.02195K / 68.9 GB13440
MetaMath Bagel DPO 34B74.8195K / 69.2 GB225411
Nontoxic Bagel 34B V0.274.69195K / 68.7 GB212534
Note: green Score (e.g. "73.2") means that the model is better than unsloth/yi-34b-bnb-4bit.

Yi 34B Bnb 4bit Parameters and Internals

LLM NameYi 34B Bnb 4bit
RepositoryOpen on ๐Ÿค— 
Model Size34b
Required VRAM19.1 GB
Model Typellama
Model Files  7.0 GB: 1-of-3   6.9 GB: 2-of-3   5.2 GB: 3-of-3
Quantization Type4bit
Model ArchitectureLlamaForCausalLM
Context Length4096
Model Max Length4096
Transformers Version4.37.2
Tokenizer ClassLlamaTokenizer
Padding Token<unk>
Vocabulary Size64000
Initializer Range0.02
Torch Data Typebfloat16
Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024022003