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SUS Chat 34B by sustech

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  1026   
  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: 0.20674
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
Updated2024-11-08
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 GGUF1629514 GB
SUS Chat 34B AWQ91319 GB
SUS Chat 34B GPTQ31318 GB

Best Alternatives to SUS Chat 34B

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Context / RAM
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Likes
34B Beta195K / 69.2 GB361462
Yi 34B 200K195K / 68.9 GB5291316
Bagel 34B V0.2195K / 68.7 GB853539
Bagel Hermes 34B Slerp195K / 68.9 GB39361
Smaug 34B V0.1195K / 69.2 GB321060
Yi 34B 200K AEZAKMI V2195K / 69.2 GB118312
Smaug 34B V0.1 ExPO195K / 69.2 GB28180
Mergekit Slerp Anaazls195K / 69.2 GB360
Faro Yi 34B195K / 69.2 GB35766
Bagel DPO 34B V0.5195K / 68.7 GB284417
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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