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Yi 34B by 01-ai

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  Arxiv:2311.16502   Arxiv:2401.11944   Arxiv:2403.04652   Autotrain compatible   Endpoints compatible   Llama   Pytorch   Region:us   Safetensors   Sharded   Tensorflow

Yi 34B Benchmarks

MMLU Pro: 37.91
GPQA: 15.55
MUSR: 9.65
BBH: 35.54
IFEval: 30.46 vs 88 (so35)-65.4%
ARC: 91.9 vs 96.7 (so35)-5%
HellaSwag: 82 vs 95.3 (gpt4)-14%
MMLU: 76.3 vs 88.3 (so35)-13.6%
TruthfulQA: 56.23 vs 59 (gpt4)-4.7%
WinoGrande: 83.03 vs 87.5 (gpt4)-5.1%
GSM8K: 67.9 vs 96.4 (so35)-29.6%
OpenCompas: 63.3 vs 73.3 (gpt4)-13.6%
Exam: 78.5 vs 77.2 (gpt4)1.7%
Language: 44.9 vs 62 (gpt4)-27.6%
Knowledge: 64.5 vs 73.5 (gpt4)-12.2%
Understand: 76.6 vs 70 (gpt4)9.4%
Reasoning: 59 vs 74.4 (gpt4)-20.7%
MATH Lvl 5: 4.46
LLME Score: 0.37638
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Yi 34B Parameters and Internals

LLM NameYi 34B
Repository 🤗https://huggingface.co/01-ai/Yi-34B 
Model Size34b
Required VRAM68.9 GB
Updated2024-10-08
Maintainer01-ai
Model Typellama
Model Files  10.0 GB: 1-of-7   9.9 GB: 2-of-7   9.8 GB: 3-of-7   9.8 GB: 4-of-7   9.8 GB: 5-of-7   9.9 GB: 6-of-7   9.7 GB: 7-of-7   10.0 GB: 1-of-7   9.9 GB: 2-of-7   9.8 GB: 3-of-7   9.8 GB: 4-of-7   9.8 GB: 5-of-7   9.9 GB: 6-of-7   9.7 GB: 7-of-7
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length4096
Model Max Length4096
Transformers Version4.34.0
Tokenizer ClassLlamaTokenizer
Padding Token<unk>
Vocabulary Size64000
Torch Data Typebfloat16
Yi 34B (01-ai/Yi-34B)

Quantized Models of the Yi 34B

Model
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VRAM
Yi 34B GGUF7586614 GB
...Hermes 2 Yi 34B 4.0bpw H6 EXL24618 GB
...Hermes 2 Yi 34B 3.0bpw H6 EXL221013 GB
...Hermes 2 Yi 34B 5.0bpw H6 EXL21922 GB
...ermes 2 Yi 34B 4.65bpw H6 EXL21520 GB
Yi 34B GPTQ33818 GB
Yi 34B AWQ7919 GB

Best Alternatives to Yi 34B

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Yi 34B 200K195K / 68.9 GB4514313
34B Beta195K / 69.2 GB296461
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Bagel Hermes 34B Slerp195K / 68.9 GB33341
Bagel 34B V0.2195K / 68.7 GB314339
Yi 34B 200K AEZAKMI V2195K / 69.2 GB93512
Smaug 34B V0.1 ExPO195K / 69.2 GB23610
Bagel DPO 34B V0.5195K / 68.7 GB238617
Faro Yi 34B195K / 69.2 GB29826
Merged RP Stew V2 34B195K / 68.9 GB45448

Rank the Yi 34B 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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Release v2024072803
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