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Finance Chat GGUF by andrijdavid

 »  All LLMs  »  andrijdavid  »  Finance Chat GGUF   URL Share it on

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  Arxiv:2309.09530   Autotrain compatible   Dataset:gair/lima   Dataset:open-orca/openorca Dataset:wizardlm/wizardlm evol...   En   Endpoints compatible   Finance   Gguf   Instruct   Llama   Pytorch   Q2   Quantized   Region:us
Model Card on HF 🤗: https://huggingface.co/andrijdavid/finance-chat-GGUF 

Finance Chat GGUF Benchmarks

LLME Score: 0.16746
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Finance Chat GGUF (andrijdavid/finance-chat-GGUF)

Finance Chat GGUF Parameters and Internals

Model Type 
text-generation, finance
Use Cases 
Areas:
finance
Applications:
chatbot applications in finance
Primary Use Cases:
financial assistant, financial data processing
Additional Notes 
Competes with much larger domain-specific models like BloombergGPT-50B.
Training Details 
Data Sources:
Open-Orca/OpenOrca, GAIR/lima, WizardLM/WizardLM_evol_instruct_V2_196k
Methodology:
Continued pre-training on domain-specific corpora and transformation into reading comprehension texts.
Release Notes 
Version:
7B
Notes:
Domain-specific chat model for finance, developed from LLaMA-2-Chat-7B.
LLM NameFinance Chat GGUF
Repository 🤗https://huggingface.co/andrijdavid/finance-chat-GGUF 
Required VRAM2.8 GB
Updated2024-12-22
Maintainerandrijdavid
Model Typellama
Instruction-BasedYes
Model Files  2.8 GB   3.3 GB   3.6 GB   3.3 GB   3.0 GB   3.8 GB   4.2 GB   4.1 GB   4.1 GB   3.9 GB   4.7 GB   5.1 GB   4.8 GB   4.8 GB   4.7 GB   5.5 GB   7.2 GB   13.5 GB
Supported Languagesen
GGUF QuantizationYes
Quantization Typegguf|q2|q4_k|q5_k
Model ArchitectureLlamaForCausalLM
Licensellama2
Context Length4096
Model Max Length4096
Transformers Version4.31.0.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 andrijdavid/finance-chat-GGUF.

Rank the Finance Chat GGUF Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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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