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SUS Chat 34B by sustech

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  971   
  Autotrain compatible   Doi:10.57967/hf/1718   Endpoints compatible   Llama   Pytorch   Region:us   Sharded

SUS Chat 34B Benchmarks

ARC: 97.7 vs 96.7 (so35)1%
HellaSwag: 94.2 vs 95.3 (gpt4)-1.2%
MMLU: 75.9 vs 88.3 (so35)-14%
TruthfulQA: 57.04 vs 59 (gpt4)-3.3%
WinoGrande: 83.5 vs 87.5 (gpt4)-4.6%
GSM8K: 72.3 vs 96.4 (so35)-25%
OpenCompas: 64.3 vs 73.3 (gpt4)-12.3%
Exam: 81.5 vs 77.2 (gpt4)5.6%
Language: 38.2 vs 62 (gpt4)-38.4%
Knowledge: 62.7 vs 73.5 (gpt4)-14.7%
Understand: 74.1 vs 70 (gpt4)5.9%
Reasoning: 63.9 vs 74.4 (gpt4)-14.1%
LLME Score: 0.21081
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

SUS Chat 34B Parameters and Internals

LLM NameSUS Chat 34B
Repository 🤗https://huggingface.co/SUSTech/SUS-Chat-34B 
Model Size34b
Required VRAM68.9 GB
Updated2024-10-07
Maintainersustech
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
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length8192
Model Max Length8192
Transformers Version4.35.0
Tokenizer ClassLlamaTokenizer
Padding Token<unk>
Vocabulary Size64000
Torch Data Typebfloat16
SUS Chat 34B (SUSTech/SUS-Chat-34B)

Quantized Models of the SUS Chat 34B

Model
Likes
Downloads
VRAM
SUS Chat 34B GGUF1616514 GB
SUS Chat 34B AWQ9319 GB
SUS Chat 34B GPTQ3518 GB

Best Alternatives to SUS Chat 34B

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34B Beta195K / 69.2 GB296361
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Bagel 34B V0.2195K / 68.7 GB313639
Yi 34B 200K AEZAKMI V2195K / 69.2 GB93712
Smaug 34B V0.1 ExPO195K / 69.2 GB23570
Bagel DPO 34B V0.5195K / 68.7 GB238217
Faro Yi 34B195K / 69.2 GB29826
Merged RP Stew V2 34B195K / 68.9 GB45448
Note: green Score (e.g. "73.2") means that the model is better than SUSTech/SUS-Chat-34B.

Rank the SUS Chat 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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024072803
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