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Finance LLM 13B GGUF by TheBloke

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

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

Finance LLM 13B GGUF Benchmarks

LLME Score: 0.17545
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 GGUF (TheBloke/finance-LLM-13B-GGUF)

Finance LLM 13B GGUF Parameters and Internals

Model Type 
llama
Use Cases 
Areas:
finance
Additional Notes 
The model uses GGUF format, introduced as a replacement for GGML. Compatible with several UIs and libraries.
Supported Languages 
en (high)
Training Details 
Data Sources:
Open-Orca/OpenOrca, GAIR/lima, WizardLM/WizardLM_evol_instruct_V2_196k
Methodology:
Continued pre-training on domain-specific corpora. Transformed pre-training corpora into reading comprehension texts.
Model Architecture:
LLaMA-1-13B architecture with adaptations for domain-specific knowledge.
Input Output 
Input Format:
### User Input: {prompt} ### Assistant Output:
Accepted Modalities:
text
LLM NameFinance LLM 13B GGUF
Repository 🤗https://huggingface.co/TheBloke/finance-LLM-13B-GGUF 
Model NameFinance LLM 13B
Model CreatorAdaptLLM
Base Model(s)  Finance LLM 13B   AdaptLLM/finance-LLM-13B
Model Size13b
Required VRAM4.8 GB
Updated2025-02-05
MaintainerTheBloke
Model Typellama
Instruction-BasedYes
Model Files  4.8 GB   6.9 GB   6.3 GB   5.7 GB   7.4 GB   7.9 GB   7.4 GB   9.0 GB   9.2 GB   9.0 GB   10.7 GB   13.8 GB
Supported Languagesen
GGUF QuantizationYes
Quantization Typegguf
Model ArchitectureAutoModel
Licenseother

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Note: green Score (e.g. "73.2") means that the model is better than TheBloke/finance-LLM-13B-GGUF.

Rank the Finance LLM 13B GGUF 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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