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Finance LLM 13B by AdaptLLM

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  Arxiv:2309.09530   Arxiv:2406.14491   Autotrain compatible   Dataset:gair/lima   Dataset:open-orca/openorca Dataset:wizardlm/wizardlm evol...   En   Endpoints compatible   Finance   Instruct   Llama   Pytorch   Region:us   Sharded

Finance LLM 13B Benchmarks

LLME Score: 0.1937
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 Parameters and Internals

LLM NameFinance LLM 13B
Repository 🤗https://huggingface.co/AdaptLLM/finance-LLM-13B 
Model Size13b
Required VRAM52.1 GB
Updated2024-09-19
MaintainerAdaptLLM
Model Typellama
Instruction-BasedYes
Model Files  10.0 GB: 1-of-6   9.9 GB: 2-of-6   9.9 GB: 3-of-6   9.9 GB: 4-of-6   9.9 GB: 5-of-6   2.5 GB: 6-of-6
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Context Length2048
Model Max Length2048
Transformers Version4.28.0.dev0
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Padding Token<pad>
Unk Token<unk>
Vocabulary Size32001
Torch Data Typefloat16
Finance LLM 13B (AdaptLLM/finance-LLM-13B)

Quantized Models of the Finance LLM 13B

Model
Likes
Downloads
VRAM
Finance LLM 13B GGUF154144 GB
Finance LLM 13B GPTQ2227 GB
Finance LLM 13B AWQ387 GB

Best Alternatives to Finance LLM 13B

Best Alternatives
Context / RAM
Downloads
Likes
NexusRaven V2 13B16K / 26 GB10816458
CodeLlama 13B Instruct Hf16K / 26 GB16167142
CodeLlama 13B Instruct Hf16K / 26 GB202710
TableLLM 13B16K / 26 GB51619
NexusRaven 13B16K / 26 GB67102
Panda Coder 13B16K / 26 GB1713
... Llama 2 13B Instruct Text2sql16K / 26 GB10726
Gen Sim16K / 0.3 GB62
Llama 3 13B Instruct Ft8K / 26.1 GB62
Llama 2 13B SoftwareReq8K / 16.1 GB60
Note: green Score (e.g. "73.2") means that the model is better than AdaptLLM/finance-LLM-13B.

Rank the Finance LLM 13B 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 v2024072803
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