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MFANN3b by netcat420

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  Autotrain compatible Base model:finetune:netcat420/... Base model:netcat420/mfann3b-s...   Dataset:netcat420/mfann   En   Endpoints compatible   Phi   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/netcat420/MFANN3b 

MFANN3b Benchmarks

MMLU Pro: 14.51
GPQA: 5.59
MUSR: 6.14
BBH: 22.24
IFEval: 25.24 vs 88 (so35)-71.3%
ARC: 43.09 vs 96.7 (so35)-55.4%
HellaSwag: 72.33 vs 95.3 (gpt4)-24.1%
MMLU: 26.74 vs 88.3 (so35)-69.7%
TruthfulQA: 40.22 vs 59 (gpt4)-31.8%
WinoGrande: 62.67 vs 87.5 (gpt4)-28.4%
GSM8K: 3.34 vs 96.4 (so35)-96.5%
MATH Lvl 5: 1.06
LLME Score: 0.3654
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
MFANN3b (netcat420/MFANN3b)

MFANN3b Parameters and Internals

LLM NameMFANN3b
Repository 🤗https://huggingface.co/netcat420/MFANN3b 
Base Model(s)  MFANN3b SFT   netcat420/MFANN3b-SFT
Model Size2.8b
Required VRAM11.1 GB
Updated2024-12-22
Maintainernetcat420
Model Typephi
Model Files  5.0 GB: 1-of-3   5.0 GB: 2-of-3   1.1 GB: 3-of-3
Model ArchitecturePhiForCausalLM
Licensemit
Context Length131072
Model Max Length131072
Transformers Version4.46.3
Vocabulary Size51200
Torch Data Typefloat32

Best Alternatives to MFANN3b

Best Alternatives
Context / RAM
Downloads
Likes
MFANN3bv0.24128K / 11.1 GB470
MFANN3b SFT128K / 5.6 GB15220
MFANN3bv0.23128K / 11.1 GB570
MFANN3b Rebase128K / 11.1 GB180
MFANN Phigments Slerp V232K / 5.6 GB3090
MFANN3bv0.2232K / 11.1 GB150
MFANN3bv0.2132K / 11.1 GB90
MFANN3bv0.2032K / 11.1 GB240
MFANN3bv0.1932K / 11.1 GB250
MFANN3bv0.1832K / 11.1 GB220

Rank the MFANN3b 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 v20241217
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