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LION Gemma 2B Odpo V1.0 by Columbia-NLP

 »  All LLMs  »  Columbia-NLP  »  LION Gemma 2B Odpo V1.0   URL Share it on

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  Arxiv:2407.06542   Autotrain compatible   Conversational   Endpoints compatible   Gemma   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/Columbia-NLP/LION-Gemma-2b-odpo-v1.0 

LION Gemma 2B Odpo V1.0 Benchmarks

MMLU Pro: 7.69
MUSR: 12.06
BBH: 14.02
IFEval: 30.66 vs 88 (so35)-65.2%
MATH Lvl 5: 6.95
LLME Score: 0.22601
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
LION Gemma 2B Odpo V1.0 (Columbia-NLP/LION-Gemma-2b-odpo-v1.0)

LION Gemma 2B Odpo V1.0 Parameters and Internals

Model Type 
text generation
Use Cases 
Primary Use Cases:
text generation
Supported Languages 
English (Primarily)
Training Details 
Methodology:
SFT, DPO, and online preference learning (online DPO).
LLM NameLION Gemma 2B Odpo V1.0
Repository 🤗https://huggingface.co/Columbia-NLP/LION-Gemma-2b-odpo-v1.0 
Model Size2b
Required VRAM10 GB
Updated2025-03-14
MaintainerColumbia-NLP
Model Typegemma
Model Files  4.9 GB: 1-of-3   5.0 GB: 2-of-3   0.1 GB: 3-of-3
Model ArchitectureGemmaForCausalLM
Context Length8192
Model Max Length8192
Transformers Version4.39.1
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 Columbia-NLP/LION-Gemma-2b-odpo-v1.0.

Rank the LION Gemma 2B Odpo V1.0 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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