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Mamba GPT 3B V3 by CobraMamba

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Model Card on HF 🤗: https://huggingface.co/CobraMamba/mamba-gpt-3b-v3 

Mamba GPT 3B V3 Benchmarks

ARC: 41.72 vs 96.7 (so35)-56.9%
HellaSwag: 71.05 vs 95.3 (gpt4)-25.4%
MMLU: 27.31 vs 88.3 (so35)-69.1%
TruthfulQA: 37.86 vs 59 (gpt4)-35.8%
WinoGrande: 67.48 vs 87.5 (gpt4)-22.9%
GSM8K: 1.21 vs 96.4 (so35)-98.7%
LLME Score: 0.1512
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Mamba GPT 3B V3 (CobraMamba/mamba-gpt-3b-v3)
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Mamba GPT 3B V3 Parameters and Internals

Model Type 
large language model, text generation
Use Cases 
Considerations:
- Biases and Offensiveness: The large language model may contain biased, racist, offensive, or otherwise inappropriate content. The developers do not endorse such content or viewpoints. - Limitations: The model may produce incorrect, nonsensical, or irrelevant responses. It is the user's responsibility to critically evaluate the generated content. - Users are encouraged to use the model responsibly and ethically. Do not use for purposes that promote hate speech, discrimination, or any form of illegal activities.
Training Details 
Data Sources:
Stanford Alpaca (en), Open Assistant (multilingual), LIMA (en), CodeAlpaca 20k (en)
Methodology:
We have fine-tuned the open-lama model and surpassed the original model in multiple evaluation subtasks.
Model Architecture:
LlamaForCausalLM
LLM NameMamba GPT 3B V3
Repository 🤗https://huggingface.co/CobraMamba/mamba-gpt-3b-v3 
Model Size3b
Required VRAM6.8 GB
Updated2025-09-23
MaintainerCobraMamba
Model Typellama
Model Files  6.8 GB   6.8 GB
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length2048
Model Max Length2048
Transformers Version4.31.0
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size32000
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than CobraMamba/mamba-gpt-3b-v3.

Rank the Mamba GPT 3B V3 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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124
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