Finbro V0.1.0 Dolphin 2.9 Llama 3 8B Instruct 131K by taddeusb90

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  Autotrain compatible   Conversational Dataset:taddeusb90/finbro-v0.1...   En   Endpoints compatible   Finance   Instruct   Llama   Pytorch   Region:us   Safetensors   Sharded

Finbro V0.1.0 Dolphin 2.9 Llama 3 8B Instruct 131K Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Finbro V0.1.0 Dolphin 2.9 Llama 3 8B Instruct 131K (taddeusb90/finbro-v0.1.0-dolphin-2.9-llama-3-8B-instruct-131k)

Finbro V0.1.0 Dolphin 2.9 Llama 3 8B Instruct 131K Parameters and Internals

Model Type 
financial analysis, text generation
Use Cases 
Areas:
financial analysis
Applications:
Information Extraction, Financial Literacy
Primary Use Cases:
Financial data extraction, Financial knowledge dissemination
Limitations:
Uncensored, high compliance with requests
Considerations:
Implement safety measures before production use.
Additional Notes 
Notice about the need for ethical use and implementation of safety measures.
Supported Languages 
en (proficient)
Training Details 
Data Sources:
Investopedia, Sujet Finance
Data Volume:
300,000 entries
Methodology:
Training in progress, incremental releases
Context Length:
131000
Input Output 
Input Format:
Tokenized Text
Accepted Modalities:
text
Output Format:
Generated Text
Release Notes 
Version:
0.1.0
Date:
2024-05-20
Notes:
Initial sneak peek release.
LLM NameFinbro V0.1.0 Dolphin 2.9 Llama 3 8B Instruct 131K
Repository ๐Ÿค—https://huggingface.co/taddeusb90/finbro-v0.1.0-dolphin-2.9-llama-3-8B-instruct-131k 
Model Size8b
Required VRAM16.1 GB
Updated2025-02-22
Maintainertaddeusb90
Model Typellama
Instruction-BasedYes
Model Files  5.0 GB: 1-of-4   5.0 GB: 2-of-4   4.9 GB: 3-of-4   1.2 GB: 4-of-4
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Licensellama3
Context Length131072
Model Max Length131072
Transformers Version4.40.0.dev0
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|end_of_text|>
Vocabulary Size128258
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than taddeusb90/finbro-v0.1.0-dolphin-2.9-llama-3-8B-instruct-131k.

Rank the Finbro V0.1.0 Dolphin 2.9 Llama 3 8B Instruct 131K 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 v20241227