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XVERSE 13B Chat by xverse

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  Autotrain compatible   Custom code   Pytorch   Region:us   Sharded   Xverse
Model Card on HF 🤗: https://huggingface.co/xverse/XVERSE-13B-Chat 

XVERSE 13B Chat Benchmarks

LLME Score: 0.12896
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
XVERSE 13B Chat (xverse/XVERSE-13B-Chat)

XVERSE 13B Chat Parameters and Internals

Model Type 
Large Language Model, Multilingual
Use Cases 
Areas:
Research, Commercial Applications
Limitations:
May produce inaccurate, biased, or otherwise offensive content
Considerations:
Developers should conduct safety tests and optimizations according to specific applications.
Additional Notes 
To apply for a commercial license, visit the provided application form.
Supported Languages 
Chinese (Excellent), English (Excellent), Other Languages (Good)
Training Details 
Data Sources:
Diverse multilingual data consisting of 3.2 trillion tokens across over 40 languages
Data Volume:
3.2 trillion tokens
Context Length:
8000
Model Architecture:
Decoder-only Transformer
Input Output 
Input Format:
Multilingual text input
Accepted Modalities:
Text
Output Format:
Text with multilingual capabilities
Performance Tips:
Support 8k context length for longer dialogues.
Release Notes 
Version:
XVERSE-13B-Chat-2
Date:
2023/11/06
Notes:
Improved training with 3.2T tokens, enhanced capabilities, added Function Call abilities.
Version:
XVERSE-13B-Chat
Date:
2023/08/22
Notes:
Released instruct-finetuned version.
Version:
XVERSE-13B
Date:
2023/08/07
Notes:
Initial release of XVERSE-13B base model.
LLM NameXVERSE 13B Chat
Repository 🤗https://huggingface.co/xverse/XVERSE-13B-Chat 
Model Size13b
Required VRAM27.6 GB
Updated2025-02-22
Maintainerxverse
Model Typexverse
Model Files  2.5 GB: 1-of-10   3.2 GB: 2-of-10   3.2 GB: 3-of-10   3.2 GB: 4-of-10   3.2 GB: 5-of-10   3.2 GB: 6-of-10   3.2 GB: 7-of-10   3.2 GB: 8-of-10   1.7 GB: 9-of-10   1.0 GB: 10-of-10
Model ArchitectureXverseForCausalLM
Licenseapache-2.0
Context Length8192
Model Max Length8192
Transformers Version4.28.1
Tokenizer ClassPreTrainedTokenizerFast
Vocabulary Size100534
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than xverse/XVERSE-13B-Chat.

Rank the XVERSE 13B 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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Release v20241227
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