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Finance LLM by AdaptLLM

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  Arxiv:2309.09530   Arxiv:2406.14491   Arxiv:2411.19930   Autotrain compatible   Dataset:gair/lima   Dataset:open-orca/openorca Dataset:wizardlm/wizardlm evol...   En   Endpoints compatible   Finance   Instruct   Llama   Pytorch   Region:us   Safetensors   Sharded
Model Card on HF 🤗: https://huggingface.co/AdaptLLM/finance-LLM 

Finance LLM Benchmarks

LLME Score: 0.15814
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Finance LLM (AdaptLLM/finance-LLM)

Finance LLM Parameters and Internals

Model Type 
text generation
Additional Notes 
AdaptLLM models are effective across tasks in biomedicine, finance, and law domains.
Training Details 
Data Sources:
Open-Orca/OpenOrca, GAIR/lima, WizardLM/WizardLM_evol_instruct_V2_196k
Methodology:
Continual pre-training using reading comprehension for domain adaptation
Release Notes 
Version:
2nd version
Date:
2024/6/21
Notes:
Released under Instruction-Pretrain, effective for both pre-training from scratch and continual pre-training.
LLM NameFinance LLM
Repository 🤗https://huggingface.co/AdaptLLM/finance-LLM 
Model Size6.7b
Required VRAM26.1 GB
Updated2024-12-22
MaintainerAdaptLLM
Model Typellama
Instruction-BasedYes
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Supported Languagesen
Model ArchitectureLLaMAForCausalLM
Model Max Length2048
Transformers Version4.27.0.dev0
Tokenizer ClassLlamaTokenizer
Padding Token<pad>
Vocabulary Size32001
Torch Data Typefloat16

Quantized Models of the Finance LLM

Model
Likes
Downloads
VRAM
Finance LLM GGUF163892 GB
Finance LLM GPTQ5643 GB
Finance LLM AWQ5183 GB

Best Alternatives to Finance LLM

Best Alternatives
Context / RAM
Downloads
Likes
Law LLM0K / 26.1 GB16258
Medicine LLM0K / 8.8 GB16337

Rank the Finance LLM 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 v20241217
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