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Gogpt 7B Bloom by golaxy

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  Autotrain compatible   Bloom Dataset:bellegroup/school math... Dataset:bellegroup/train 0.5m ...   Dataset:bellegroup/train 1m cn   Dataset:bellegroup/train 2m cn Dataset:bellegroup/train 3.5m ...   Endpoints compatible   Pytorch   Region:us   Sharded   Zh
Model Card on HF 🤗: https://huggingface.co/golaxy/gogpt-7b-bloom 

Gogpt 7B Bloom Benchmarks

ARC: 44.62 vs 96.7 (so35)-53.9%
HellaSwag: 62.56 vs 95.3 (gpt4)-34.4%
MMLU: 33.81 vs 88.3 (so35)-61.7%
TruthfulQA: 40.61 vs 59 (gpt4)-31.2%
WinoGrande: 62.9 vs 87.5 (gpt4)-28.1%
LLME Score: 0.15974
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Gogpt 7B Bloom (golaxy/gogpt-7b-bloom)

Gogpt 7B Bloom Parameters and Internals

Model Type 
text generation
Additional Notes 
Training showed significant improvement in the first round while additional rounds showed little enhancement. Plans to include RLFH training and add parallel Chinese-English corpus.
Supported Languages 
zh (full)
Training Details 
Data Sources:
BelleGroup/train_2M_CN, BelleGroup/train_3.5M_CN, BelleGroup/train_1M_CN, BelleGroup/train_0.5M_CN, BelleGroup/school_math_0.25M
Methodology:
Fine-tuning with Chinese instruction data
LLM NameGogpt 7B Bloom
Repository 🤗https://huggingface.co/golaxy/gogpt-7b-bloom 
Model Size7b
Required VRAM32.3 GB
Updated2025-02-22
Maintainergolaxy
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   0.0 GB   0.0 GB
Supported Languageszh
Model ArchitectureBloomForCausalLM
Licenseapache-2.0
Model Max Length2048
Transformers Version4.29.1
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 golaxy/gogpt-7b-bloom.

Rank the Gogpt 7B Bloom 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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