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SUS Chat 34B by SUSTech

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  Autotrain compatible   Doi:10.57967/hf/1718   Endpoints compatible   Llama   Pytorch   Region:us   Sharded
Model Card on HF 🤗: https://huggingface.co/SUSTech/SUS-Chat-34B 

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: 0.15521
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
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SUS Chat 34B Parameters and Internals

Model Type 
bilingual Chinese-English, dialogue model, instruction-tuned
Use Cases 
Areas:
research, commercial applications
Applications:
multilingual tasks, long-text dialogues, complex instructions
Primary Use Cases:
multi-turn dialogues, instruction following
Supported Languages 
Chinese (high proficiency), English (high proficiency)
Training Details 
Data Volume:
1.4 billion tokens
Methodology:
fine-tuning
Context Length:
8000
Model Architecture:
based on LLaMA architecture
Release Notes 
Version:
2023-12-01
Date:
2023-12-01
Notes:
Release of SUS-Chat-34B model, a 34B bilingual Chinese-English dialogue model.
LLM NameSUS Chat 34B
Repository 🤗https://huggingface.co/SUSTech/SUS-Chat-34B 
Model Size34b
Required VRAM68.9 GB
Updated2025-06-09
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 GGUF1620214 GB
SUS Chat 34B AWQ91019 GB
SUS Chat 34B GPTQ31018 GB

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Note: green Score (e.g. "73.2") means that the model is better than SUSTech/SUS-Chat-34B.

Rank the SUS Chat 34B Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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 v20241124
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