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Finance LLM 13B GPTQ by TheBloke

 »  All LLMs  »  TheBloke  »  Finance LLM 13B GPTQ   URL Share it on

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  Arxiv:2309.09530   4-bit   Autotrain compatible Base model:adaptllm/finance-ll... Base model:quantized:adaptllm/...   Dataset:gair/lima   Dataset:open-orca/openorca Dataset:wizardlm/wizardlm evol...   En   Finance   Gptq   Instruct   Llama   Quantized   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/TheBloke/finance-LLM-13B-GPTQ 

Finance LLM 13B GPTQ Benchmarks

LLME Score: 0.16614
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Finance LLM 13B GPTQ (TheBloke/finance-LLM-13B-GPTQ)

Finance LLM 13B GPTQ Parameters and Internals

Model Type 
llama, text-generation
Supported Languages 
en (proficient)
Training Details 
Data Sources:
Open-Orca/OpenOrca, GAIR/lima, WizardLM/WizardLM_evol_instruct_V2_196k
Methodology:
Continued pre-training on domain-specific corpora, transforming pre-training corpora into reading comprehension texts.
Context Length:
2048
Input Output 
Input Format:
User Input: {prompt} Assistant Output:
LLM NameFinance LLM 13B GPTQ
Repository 🤗https://huggingface.co/TheBloke/finance-LLM-13B-GPTQ 
Model NameFinance LLM 13B
Model CreatorAdaptLLM
Base Model(s)  Finance LLM 13B   AdaptLLM/finance-LLM-13B
Model Size13b
Required VRAM7.3 GB
Updated2025-01-02
MaintainerTheBloke
Model Typellama
Instruction-BasedYes
Model Files  7.3 GB
Supported Languagesen
GPTQ QuantizationYes
Quantization Typegptq
Model ArchitectureLlamaForCausalLM
Licenseother
Context Length2048
Model Max Length2048
Transformers Version4.37.0.dev0
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Padding Token<pad>
Unk Token<unk>
Vocabulary Size32001
Torch Data Typefloat16

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Rank the Finance LLM 13B GPTQ 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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