Yi 34B Chat 8bits by 01-ai

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  Arxiv:2311.16502   Arxiv:2401.11944   Arxiv:2403.04652   8-bit   Autotrain compatible   Conversational   Endpoints compatible   Gptq   License:apache-2.0   Llama   Region:us   Safetensors   Sharded   Tensorflow

Rank the Yi 34B Chat 8bits 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 Chat 8bits (01-ai/Yi-34B-Chat-8bits)

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HF Rank
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Tess 34B V1.5B70.31195K / 69.2 GB161014
Tess M V1.369.71195K / 69.2 GB408625
Yi 34B69.424K / 68.9 GB119591264
Blossom V3.1 Yi 34B68.164K / 68.9 GB25097
PlatYi 34B 200K Q FastChat67.85195K / 68.9 GB22853
Yi 1.5 34B Chat GGUF65.64K / 8.9 GB7294
Nontoxic Bagel 34B V0.2 GPTQ65.5195K / 18.6 GB61
Note: green Score (e.g. "73.2") means that the model is better than 01-ai/Yi-34B-Chat-8bits.

Yi 34B Chat 8bits Parameters and Internals

LLM NameYi 34B Chat 8bits
RepositoryOpen on ๐Ÿค— 
Model Size34b
Required VRAM36.2 GB
Model Typellama
Model Files  9.9 GB: 1-of-4   10.0 GB: 2-of-4   9.9 GB: 3-of-4   6.4 GB: 4-of-4
Model ArchitectureLlamaForCausalLM
Context Length4096
Model Max Length4096
Transformers Version4.35.0
Tokenizer ClassLlamaTokenizer
Padding Token<unk>
Vocabulary Size64000
Initializer Range0.02
Torch Data Typefloat16

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024042801