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CFGPT1 Pt 7B by TongjiFinLab

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  Custom code   Feature-extraction   Internlm   Pytorch   Region:us   Sharded   Zh
Model Card on HF 🤗: https://huggingface.co/TongjiFinLab/CFGPT1-pt-7B 

CFGPT1 Pt 7B Benchmarks

LLME Score: 0.14373
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
CFGPT1 Pt 7B (TongjiFinLab/CFGPT1-pt-7B)

CFGPT1 Pt 7B Parameters and Internals

Model Type 
text-generation
Additional Notes 
The model is pre-trained and not fine-tuned, advised not to use for financial tasks.
Supported Languages 
zh (Chinese)
Training Details 
Data Sources:
CFData-pt (financial domain-specific data and Wikipedia)
Methodology:
Further pretraining on collected Chinese finance text data, fine-tuning with knowledge-intensive instruction tuning data
LLM NameCFGPT1 Pt 7B
Repository 🤗https://huggingface.co/TongjiFinLab/CFGPT1-pt-7B 
Model Size7b
Required VRAM14.8 GB
Updated2025-02-05
MaintainerTongjiFinLab
Model Typeinternlm
Model Files  1.0 GB: 1-of-16   1.0 GB: 2-of-16   1.0 GB: 3-of-16   1.0 GB: 4-of-16   1.0 GB: 5-of-16   0.9 GB: 6-of-16   1.0 GB: 7-of-16   1.0 GB: 8-of-16   1.0 GB: 9-of-16   1.0 GB: 10-of-16   0.9 GB: 11-of-16   1.0 GB: 12-of-16   1.0 GB: 13-of-16   1.0 GB: 14-of-16   0.2 GB: 15-of-16   0.8 GB: 16-of-16
Supported Languageszh
Model ArchitectureInternLMForCausalLM
Licenseapache-2.0
Context Length2048
Model Max Length2048
Transformers Version4.34.0
Is Biased1
Tokenizer ClassInternLMTokenizer
Padding Token</s>
Vocabulary Size103168
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than TongjiFinLab/CFGPT1-pt-7B.

Rank the CFGPT1 Pt 7B 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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