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Firefly Baichuan 7B by YeungNLP

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Firefly Baichuan 7B is an open-source language model by YeungNLP. Features: 7b LLM, VRAM: 14GB, Context: 4K, Merged, LLM Explorer Score: 0.08.

  Merged Model   Baichuan   Custom code   Endpoints compatible   Pytorch   Region:us
Model Card on HF 🤗: https://huggingface.co/YeungNLP/firefly-baichuan-7b 

Firefly Baichuan 7B Benchmarks

LLME Score: 0.0811
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Firefly Baichuan 7B (YeungNLP/firefly-baichuan-7b)
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Firefly Baichuan 7B Parameters and Internals

Model Type 
text generation, dialogue
Use Cases 
Areas:
research, commercial applications
Applications:
dialogue systems, language modeling
Primary Use Cases:
Chinese dialogue generation
Additional Notes 
Additional code available on GitHub for more details.
Training Details 
Data Sources:
百万数据对
Data Volume:
unknown
Methodology:
QLoRA
Context Length:
1000
Training Time:
unknown
Model Architecture:
unknown
Input Output 
Input Format:
'~~User input~~' pattern
Accepted Modalities:
text
Output Format:
text response
Performance Tips:
Adjust parameters like 'top_p', 'temperature', and 'repetition_penalty' for better results.
LLM NameFirefly Baichuan 7B
Repository 🤗https://huggingface.co/YeungNLP/firefly-baichuan-7b 
Merged ModelYes
Model Size7b
Required VRAM14 GB
Updated2026-05-25
MaintainerYeungNLP
Model Typebaichuan
Model Files  14.0 GB
Model ArchitectureBaiChuanForCausalLM
Context Length4096
Model Max Length4096
Transformers Version4.30.0.dev0
Tokenizer ClassBaiChuanTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size64000
Torch Data Typefloat16

Best Alternatives to Firefly Baichuan 7B

Best Alternatives
Context / RAM
Downloads
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Baichuan 7B4K / 14 GB156257842
WisdomInterrogatory4K / 13.9 GB155
MedChatZH4K / 14 GB1239
HuatuoGPT 7B4K / 28 GB82422
Qiaoban Bc4K / 28 GB148
Baichuan 7B Instruction4K / 14 GB152
Baichuan 7B Sft 0014K / 14 GB593
Baichuan 7B Chat4K / 14 GB21325
Baichuan 7B4K / 13.8 GB80
Baichuan 7B Sft4K / 14 GB2377
Note: green Score (e.g. "73.2") means that the model is better than YeungNLP/firefly-baichuan-7b.

Rank the Firefly Baichuan 7B 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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