MFANN3bv0.19.12 by netcat420

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  Merged Model   Arxiv:2306.01708   Autotrain compatible Base model:liminerity/phigment... Base model:netcat420/mfann3bv0... Base model:netcat420/mfann3bv0...   Endpoints compatible   Phi   Region:us   Safetensors   Sharded   Tensorflow

MFANN3bv0.19.12 Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

MFANN3bv0.19.12 Parameters and Internals

Model Type 
pre-trained language model
Additional Notes 
This model is a merge of pre-trained language models using the mergekit and TIES merge method.
LLM NameMFANN3bv0.19.12
Repository ๐Ÿค—https://huggingface.co/netcat420/MFANN3bv0.19.12 
Base Model(s)  netcat420/MFANN3bv0.19.11   Phigments12   netcat420/MFANN3bv0.19   netcat420/MFANN3bv0.19.11   liminerity/Phigments12   netcat420/MFANN3bv0.19
Merged ModelYes
Model Size2.8b
Required VRAM5.6 GB
Updated2024-11-21
Maintainernetcat420
Model Typephi
Model Files  5.0 GB: 1-of-2   0.6 GB: 2-of-2
Model ArchitecturePhiForCausalLM
Context Length32768
Model Max Length32768
Transformers Version4.43.3
Tokenizer ClassCodeGenTokenizer
Vocabulary Size51200
Torch Data Typebfloat16
MFANN3bv0.19.12 (netcat420/MFANN3bv0.19.12)

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Context / RAM
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Note: green Score (e.g. "73.2") means that the model is better than netcat420/MFANN3bv0.19.12.

Rank the MFANN3bv0.19.12 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 v20241110