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Finance LLM 13B AWQ by TheBloke

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

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

Finance LLM 13B AWQ Benchmarks

LLME Score: 0.16609
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 AWQ (TheBloke/finance-LLM-13B-AWQ)

Finance LLM 13B AWQ Parameters and Internals

Model Type 
llama
Training Details 
Data Sources:
Open-Orca/OpenOrca, GAIR/lima, WizardLM/WizardLM_evol_instruct_V2_196k
Methodology:
Continued pre-training on domain-specific corpora using a reading comprehension approach.
Context Length:
2048
Hardware Used:
Massed Compute
Input Output 
Input Format:
### User Input: {prompt} ### Assistant Output:
LLM NameFinance LLM 13B AWQ
Repository 🤗https://huggingface.co/TheBloke/finance-LLM-13B-AWQ 
Model NameFinance LLM 13B
Model CreatorAdaptLLM
Base Model(s)  Finance LLM 13B   AdaptLLM/finance-LLM-13B
Model Size13b
Required VRAM7.2 GB
Updated2025-01-02
MaintainerTheBloke
Model Typellama
Instruction-BasedYes
Model Files  7.2 GB
Supported Languagesen
AWQ QuantizationYes
Quantization Typeawq
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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Note: green Score (e.g. "73.2") means that the model is better than TheBloke/finance-LLM-13B-AWQ.

Rank the Finance LLM 13B AWQ 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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Release v20241227
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