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Gemma 2 2B Finance It by miner41612

 »  All LLMs  »  miner41612  »  Gemma 2 2B Finance It   URL Share it on

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  Autotrain compatible Base model:finetune:miner41612... Base model:miner41612/gemma-2-...   Conversational   Dataset:mineru/kor-finance-sft   Endpoints compatible   Finance   Gemma2   Ko   Krx   Region:us   Safetensors   Sft   Sharded   Tensorflow   Trl
Model Card on HF 🤗: https://huggingface.co/miner41612/gemma-2-2b-finance-it 

Gemma 2 2B Finance It Benchmarks

LLME Score: 0.18811
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Gemma 2 2B Finance It (miner41612/gemma-2-2b-finance-it)
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Gemma 2 2B Finance It Parameters and Internals

Model Type 
text generation
Use Cases 
Areas:
Content Creation and Communication, Research and Education
Applications:
Text Generation, Chatbots and Conversational AI, Text Summarization, Natural Language Processing (NLP) Research, Language Learning Tools, Knowledge Exploration
Primary Use Cases:
Text Generation, Conversational Interfaces, Summarization, Research Assistance
Limitations:
Training Data Biases, Scope Limitations, Complex Task Challenges, Language Nuance Handling
Considerations:
Provide contextual information and monitor for biases in responses.
Additional Notes 
The Gemma-2 2b model can be run up to 6x faster using torch compile.
Supported Languages 
ko (Financial domain with Continual Learning)
Input Output 
Input Format:
Text string, such as a question, a prompt, or a document to be summarized.
Accepted Modalities:
text
Output Format:
Generated English-language text in response to the input
LLM NameGemma 2 2B Finance It
Repository 🤗https://huggingface.co/miner41612/gemma-2-2b-finance-it 
Base Model(s)  Gemma 2 2B Finance It   miner41612/gemma-2-2b-finance-it
Model Size2b
Required VRAM10.5 GB
Updated2024-11-07
Maintainerminer41612
Model Typegemma2
Model Files  5.0 GB: 1-of-3   5.0 GB: 2-of-3   0.5 GB: 3-of-3
Supported Languagesko
Model ArchitectureGemma2ForCausalLM
Licensegemma
Context Length8192
Model Max Length8192
Transformers Version4.45.2
Tokenizer ClassGemmaTokenizer
Padding Token<pad>
Vocabulary Size256000
Torch Data Typefloat32

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Note: green Score (e.g. "73.2") means that the model is better than miner41612/gemma-2-2b-finance-it.

Rank the Gemma 2 2B Finance It 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 v20241124
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