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Mamba GPT 7B by CobraMamba

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Model Card on HF 🤗: https://huggingface.co/CobraMamba/mamba-gpt-7b 

Mamba GPT 7B Benchmarks

ARC: 51.19 vs 96.7 (so35)-47.1%
HellaSwag: 75.4 vs 95.3 (gpt4)-20.9%
MMLU: 47.47 vs 88.3 (so35)-46.2%
TruthfulQA: 42.06 vs 59 (gpt4)-28.7%
WinoGrande: 71.67 vs 87.5 (gpt4)-18.1%
GSM8K: 11.98 vs 96.4 (so35)-87.6%
LLME Score: 0.15663
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Mamba GPT 7B (CobraMamba/mamba-gpt-7b)
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Mamba GPT 7B Parameters and Internals

Model Type 
gpt, llm, large language model
Training Details 
Data Sources:
https://github.com/tatsu-lab/stanford_alpaca, https://huggingface.co/datasets/OpenAssistant/oasst1, https://huggingface.co/datasets/GAIR/lima, https://huggingface.co/datasets/sahil2801/CodeAlpaca-20k, https://github.com/Instruction-Tuning-with-GPT-4/GPT-4-LLM, https://github.com/thunlp/UltraChat
Input Output 
Performance Tips:
To use the model with the `transformers` library on a machine with GPU(s), ensure you have the required software installed.
LLM NameMamba GPT 7B
Repository 🤗https://huggingface.co/CobraMamba/mamba-gpt-7b 
Model Size7b
Required VRAM13.5 GB
Updated2025-08-31
MaintainerCobraMamba
Model Typellama
Model Files  10.0 GB: 1-of-2   3.5 GB: 2-of-2   10.0 GB: 1-of-2   3.5 GB: 2-of-2
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length4096
Model Max Length4096
Transformers Version4.31.0
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size32000
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than CobraMamba/mamba-gpt-7b.

Rank the Mamba GPT 7B Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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 v20241124
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