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Blossom V2 Baichuan 13B by Azure99

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  Baichuan   Custom code Dataset:azure99/blossom-chat-v... Dataset:azure99/blossom-math-v...   Dataset:ehartford/dolphin Dataset:wizardlm/wizardlm evol...   En   Endpoints compatible   Feature-extraction   Instruct   Pytorch   Region:us   Sharded   Zh
Model Card on HF 🤗: https://huggingface.co/Azure99/blossom-v2-baichuan-13b 

Blossom V2 Baichuan 13B Benchmarks

LLME Score: 0.12065
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Blossom V2 Baichuan 13B (Azure99/blossom-v2-baichuan-13b)

Blossom V2 Baichuan 13B Parameters and Internals

Model Type 
dialogue model, instruction-finetuned
Use Cases 
Areas:
text generation
Supported Languages 
zh (proficient), en (proficient)
Training Details 
Data Sources:
Azure99/blossom-chat-v1, Azure99/blossom-math-v1, ehartford/dolphin, WizardLM/WizardLM_evol_instruct_V2_196k
Methodology:
Two-stage fine-tuning. First stage: 120K Wizard, 180K Dolphin single-round instruction datasets, 1 epoch; Second stage: 60K Blossom chat, 2K Blossom math multi-round dialogue datasets, 3 epochs.
Input Output 
Input Format:
Dialogue prompt
Accepted Modalities:
text
Output Format:
Text continuation
Performance Tips:
Append </s> at the end of the Bot's output in previous dialogues.
LLM NameBlossom V2 Baichuan 13B
Repository 🤗https://huggingface.co/Azure99/blossom-v2-baichuan-13b 
Model Size13b
Required VRAM26.5 GB
Updated2025-04-29
MaintainerAzure99
Model Typebaichuan
Instruction-BasedYes
Model Files  10.0 GB: 1-of-3   9.9 GB: 2-of-3   6.6 GB: 3-of-3
Supported Languageszh en
Model ArchitectureBaichuanForCausalLM
Licenseapache-2.0
Model Max Length4096
Transformers Version4.31.0
Tokenizer ClassBaichuanTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size64000
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than Azure99/blossom-v2-baichuan-13b.

Rank the Blossom V2 Baichuan 13B 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 v20241227
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