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Gemma 2B 10M by mustafaaljadery

 »  All LLMs  »  mustafaaljadery  »  Gemma 2B 10M   URL Share it on

  5   
  Arxiv:1901.02860   Arxiv:2404.07143   Endpoints compatible   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/mustafaaljadery/gemma-2B-10M 

Gemma 2B 10M Benchmarks

LLME Score: 0.17564
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Gemma 2B 10M (mustafaaljadery/gemma-2B-10M)
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Gemma 2B 10M Parameters and Internals

Model Type 
causal language model
Additional Notes 
This is a very early checkpoint of the model, only 200 steps. The implementation features native inference optimized for CUDA.
Training Details 
Methodology:
Our approach splits the attention in local attention blocks as outlined by InfiniAttention. We take those local attention blocks and apply recurrance to the local attention blocks for the final result of 10M context global attention. A lot of the inspiration for our ideas comes from the Transformer-XL paper.
Context Length:
10000000
Input Output 
Input Format:
Specifically adjusted in main.py for desired prompt
Accepted Modalities:
text
Output Format:
Text
LLM NameGemma 2B 10M
Repository 🤗https://huggingface.co/mustafaaljadery/gemma-2B-10M 
Model Size2b
Required VRAM10 GB
Updated2025-08-18
Maintainermustafaaljadery
Model Typegemma
Model Files  4.9 GB: 1-of-3   5.0 GB: 2-of-3   0.1 GB: 3-of-3
Model ArchitectureGemmaForCausalLM
Licensemit
Context Length8192
Model Max Length8192
Transformers Version4.40.0.dev0
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 mustafaaljadery/gemma-2B-10M.

Rank the Gemma 2B 10M 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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