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XuanYuan 70B Chat by Duxiaoman-DI

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  Autotrain compatible   Endpoints compatible   Llama   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/Duxiaoman-DI/XuanYuan-70B-Chat 

XuanYuan 70B Chat Benchmarks

LLME Score: 0.14639
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
XuanYuan 70B Chat (Duxiaoman-DI/XuanYuan-70B-Chat)
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XuanYuan 70B Chat Parameters and Internals

Model Type 
Text Generation, Financial Analysis
Use Cases 
Areas:
Finance, General text processing
Applications:
Financial analysis, General AI chatbot applications
Primary Use Cases:
Answering financial questions, Engaging in general conversations
Limitations:
May not perform well beyond financial and general use scopes.
Considerations:
General chatbot ethics and data privacy should be considered.
Additional Notes 
The XuanYuan model series is specifically optimized for financial texts while maintaining a broad applicability to general language processing tasks.
Supported Languages 
Chinese (High), English (High)
Training Details 
Data Sources:
General web sources, Financial news, Company announcements, Financial books, Certification exam questions
Methodology:
Incremental pre-training with both general and financial-specific data. Enhanced vocabulary to maintain English proficiency and improve Chinese understanding.
Context Length:
8192
Hardware Used:
100x GPU Cluster with 8x A800 (80G) per node
Model Architecture:
Enhanced version of Llama2 architecture, optimized for distributed training and extended context handling.
Input Output 
Input Format:
Usual NLP input formats, token-based input for extended context processing.
Accepted Modalities:
Text
Output Format:
NLP text output.
Performance Tips:
For optimal performance, ensure adequate GPU memory and adhere to training methodologies when further tuning.
LLM NameXuanYuan 70B Chat
Repository 🤗https://huggingface.co/Duxiaoman-DI/XuanYuan-70B-Chat 
Model Size70b
Required VRAM138.3 GB
Updated2025-09-23
MaintainerDuxiaoman-DI
Model Typellama
Model Files  10.0 GB: 1-of-15   9.8 GB: 2-of-15   10.0 GB: 3-of-15   9.8 GB: 4-of-15   9.8 GB: 5-of-15   9.8 GB: 6-of-15   10.0 GB: 7-of-15   9.8 GB: 8-of-15   9.8 GB: 9-of-15   9.8 GB: 10-of-15   10.0 GB: 11-of-15   9.8 GB: 12-of-15   9.8 GB: 13-of-15   9.5 GB: 14-of-15   0.6 GB: 15-of-15
Model ArchitectureLlamaForCausalLM
Licensellama2
Context Length8192
Model Max Length8192
Transformers Version4.33.0.dev0
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size39438
Torch Data Typefloat16

Quantized Models of the XuanYuan 70B Chat

Model
Likes
Downloads
VRAM
XuanYuan 70B Chat 4bit41736 GB
XuanYuan 70B Chat 8bit31969 GB

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Note: green Score (e.g. "73.2") means that the model is better than Duxiaoman-DI/XuanYuan-70B-Chat.

Rank the XuanYuan 70B Chat 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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