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Finbro V0.1.0 Llama 3 8B Instruct 1M by taddeusb90

 »  All LLMs  »  taddeusb90  »  Finbro V0.1.0 Llama 3 8B Instruct 1M   URL Share it on

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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 Llama 3 8B Instruct 1M Benchmarks

LLME Score: 0.20136
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 Llama 3 8B Instruct 1M Parameters and Internals

Model Type 
language model, financial applications
Use Cases 
Applications:
Information Extraction, Financial Literacy
Considerations:
Implement alignment layer and guardrails before using in production.
Additional Notes 
Incremental improvements and extended capabilities are planned.
Supported Languages 
en (proficient)
Training Details 
Data Sources:
Investopedia, Sujet Finance
Data Volume:
300,000 entries
Context Length:
1000000
Release Notes 
Version:
v0.1.0
Date:
unknown
Notes:
Initial release of the financial analysis model with a 1 million token context window.
LLM NameFinbro V0.1.0 Llama 3 8B Instruct 1M
Repository 🤗https://huggingface.co/taddeusb90/finbro-v0.1.0-llama-3-8B-instruct-1m 
Model Size8b
Required VRAM16.1 GB
Updated2024-11-21
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 Length1048576
Model Max Length1048576
Transformers Version4.40.0.dev0
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|end_of_text|>
Vocabulary Size128256
Torch Data Typebfloat16
Finbro V0.1.0 Llama 3 8B Instruct 1M (taddeusb90/finbro-v0.1.0-llama-3-8B-instruct-1m)

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Note: green Score (e.g. "73.2") means that the model is better than taddeusb90/finbro-v0.1.0-llama-3-8B-instruct-1m.

Rank the Finbro V0.1.0 Llama 3 8B Instruct 1M 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 v20241110
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