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Chinese Bloom 7B Chat by yuanzhoulvpi

 »  All LLMs  »  yuanzhoulvpi  »  Chinese Bloom 7B Chat   URL Share it on

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  Autotrain compatible   Bloom   Endpoints compatible   Pytorch   Region:us   Safetensors   Sharded   Zh
Model Card on HF 🤗: https://huggingface.co/yuanzhoulvpi/chinese_bloom_7b_chat 

Chinese Bloom 7b Chat Benchmarks

LLME Score: 0.08988
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Chinese Bloom 7B Chat (yuanzhoulvpi/chinese_bloom_7b_chat)
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Chinese Bloom 7B Chat Parameters and Internals

Model Type 
text generation
Use Cases 
Areas:
research, commercial applications
Applications:
translation, code generation
Limitations:
未测试v3效果
Additional Notes 
The BLOOM series models show high performance across languages and tasks, such as translation and code generation.
Supported Languages 
zh (high)
Training Details 
Data Sources:
15w中文指令数据 for v1, 150w条中文指令数据 for v2, 420w条中文指令数据 for v3
Methodology:
supervised fine-tuning
Hardware Used:
8xA100 GPUs
Model Architecture:
causal language model
Input Output 
Input Format:
Formatted prompts with instruction and optional inputs.
Accepted Modalities:
text
Output Format:
Generated text response.
Release Notes 
Version:
v1
Notes:
15w中文指令数据
Version:
v2
Notes:
Improved performance over v1 with 150w指令数据
Version:
v3
Notes:
420w指令数据, not fully tested
LLM NameChinese Bloom 7b Chat
Repository 🤗https://huggingface.co/yuanzhoulvpi/chinese_bloom_7b_chat 
Model Size7b
Required VRAM32.3 GB
Updated2025-08-09
Maintaineryuanzhoulvpi
Model Typebloom
Model Files  9.9 GB: 1-of-4   9.7 GB: 2-of-4   8.6 GB: 3-of-4   4.1 GB: 4-of-4
Supported Languageszh
Model ArchitectureBloomForCausalLM
Licensebigscience-bloom-rail-1.0
Model Max Length512
Transformers Version4.28.1
Tokenizer ClassBloomTokenizer
Padding Token<pad>
Vocabulary Size250880
Torch Data Typefloat32

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Note: green Score (e.g. "73.2") means that the model is better than yuanzhoulvpi/chinese_bloom_7b_chat.

Rank the Chinese Bloom 7B 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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124
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