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Finance LLM GGUF by TheBloke

 »  All LLMs  »  TheBloke  »  Finance LLM 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-GGUF 

Finance LLM GGUF Benchmarks

LLME Score: 0.17433
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Finance LLM GGUF (TheBloke/finance-LLM-GGUF)

Finance LLM GGUF Parameters and Internals

Model Type 
llama, text-generation
Additional Notes 
Model creator: AdaptLLM. Quantum by: TheBloke. Language: English. Inference: false.
Supported Languages 
English (en)
Training Details 
Data Sources:
OpenOrca, GAIR/lima, WizardLM/WizardLM_evol_instruct_V2_196k
Input Output 
Input Format:
[INST] <> {system_message} <> {prompt} [/INST]
LLM NameFinance LLM GGUF
Repository 🤗https://huggingface.co/TheBloke/finance-LLM-GGUF 
Model NameFinance LLM
Model CreatorAdaptLLM
Base Model(s)  Finance LLM   AdaptLLM/finance-LLM
Required VRAM2.8 GB
Updated2024-12-23
MaintainerTheBloke
Model Typellama
Instruction-BasedYes
Model Files  2.8 GB   3.6 GB   3.3 GB   3.0 GB   3.8 GB   4.1 GB   3.9 GB   4.7 GB   4.8 GB   4.7 GB   5.5 GB   7.2 GB
Supported Languagesen
GGUF QuantizationYes
Quantization Typegguf
Model ArchitectureAutoModel
Licenseother

Best Alternatives to Finance LLM GGUF

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Context / RAM
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...ixtral 8x7B Instruct V0.1 GGUF0K / 15.6 GB65979606
Dolphin 2.5 Mixtral 8x7b GGUF0K / 15.6 GB16783299
Dolphin 2.7 Mixtral 8x7b GGUF0K / 15.6 GB12055135
Phi 3 Mini 4K Instruct GGUF0K / 1.4 GB150316
Spydaz Web AI 0K / 4.4 GB1053
...i 3 Mini 4K Instruct V0.3 GGUF0K / 1.4 GB2275
Phi 3 Mini 4K Instruct0K / 2.3 GB240
...i 3 Mini 4K Instruct V0.2 GGUF0K / 1.4 GB1462
Dre Phi Gguf0K / 2.3 GB170
...i 3 Mini 4K Instruct V0.1 GGUF0K / 1.4 GB1321
Note: green Score (e.g. "73.2") means that the model is better than TheBloke/finance-LLM-GGUF.

Rank the Finance LLM 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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241217
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