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   Safetensors   Sharded

Finance LLM 13B Benchmarks

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 ๐Ÿค—https://huggingface.co/AdaptLLM/finance-LLM-13B 
Model Size13b
Required VRAM52.1 GB
Updated2024-10-30
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 GGUF1520434 GB
Finance LLM 13B GPTQ2237 GB
Finance LLM 13B AWQ3147 GB

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... Llama 2 13B Instruct Text2sql16K / 26 GB57627
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Llama 3 13B Instruct Ft8K / 26.1 GB292
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