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Blossom V3.1 Baichuan2 13B by Azure99

 »  All LLMs  »  Azure99  »  Blossom V3.1 Baichuan2 13B   URL Share it on

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  Baichuan   Custom code Dataset:azure99/blossom-chat-v... Dataset:azure99/blossom-math-v... Dataset:azure99/blossom-orca-v... Dataset:azure99/blossom-wizard...   En   Endpoints compatible   Feature-extraction   Pytorch   Region:us   Sharded   Zh
Model Card on HF 🤗: https://huggingface.co/Azure99/blossom-v3_1-baichuan2-13b 

Blossom V3.1 Baichuan2 13B Benchmarks

LLME Score: 0.15204
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Blossom V3.1 Baichuan2 13B (Azure99/blossom-v3_1-baichuan2-13b)

Blossom V3.1 Baichuan2 13B Parameters and Internals

Model Type 
text generation
Additional Notes 
Trained on a high-quality mix of Chinese and English datasets for enhanced general and contextual comprehension abilities.
Supported Languages 
zh (high), en (high)
Training Details 
Data Sources:
Azure99/blossom-chat-v1, Azure99/blossom-math-v2, Azure99/blossom-wizard-v1, Azure99/blossom-orca-v1
Methodology:
Instruction fine-tuning in two stages: - Stage 1: 100K Wizard and 100K Orca single-turn instruction datasets for 1 epoch. - Stage 2: 2K Blossom math reasoning dataset, 50K Blossom chat multi-turn dialogue dataset, and 1% random sample from stage 1 data for 3 epochs.
Input Output 
Input Format:
Conversation continuation format for both single-turn and multi-turn dialogues.
Accepted Modalities:
text
Output Format:
Textual responses in a conversational manner.
Performance Tips:
Ensure conversation history is included with <Bot> output endings followed by </s> for continuity in multi-turn dialogues.
LLM NameBlossom V3.1 Baichuan2 13B
Repository 🤗https://huggingface.co/Azure99/blossom-v3_1-baichuan2-13b 
Model Size13b
Required VRAM27.8 GB
Updated2025-01-13
MaintainerAzure99
Model Typebaichuan
Model Files  10.0 GB: 1-of-3   9.9 GB: 2-of-3   7.9 GB: 3-of-3
Supported Languageszh en
Model ArchitectureBaichuanForCausalLM
Licenseapache-2.0
Model Max Length4096
Transformers Version4.33.2
Tokenizer ClassBaichuanTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size125696
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than Azure99/blossom-v3_1-baichuan2-13b.

Rank the Blossom V3.1 Baichuan2 13B 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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