MFANNv0.20.12 by netcat420

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  Merged Model   Arxiv:2306.01708   Autotrain compatible Base model:mlabonne/meta-llama... Base model:netcat420/mfannv0.1... Base model:netcat420/mfannv0.2... Base model:netcat420/mfannv0.2...   Conversational   Endpoints compatible   Instruct   Llama   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF ๐Ÿค—: https://huggingface.co/netcat420/MFANNv0.20.12 

MFANNv0.20.12 Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
MFANNv0.20.12 (netcat420/MFANNv0.20.12)

MFANNv0.20.12 Parameters and Internals

Additional Notes 
This is a merge of pre-trained language models created using mergekit.
Training Details 
Methodology:
Merged using TIES method
LLM NameMFANNv0.20.12
Repository ๐Ÿค—https://huggingface.co/netcat420/MFANNv0.20.12 
Base Model(s)  netcat420/MFANNv0.19   netcat420/MFANNv0.20.11   netcat420/MFANNv0.20   mlabonne/Meta-Llama-3.1-8B-Instruct-abliterated   netcat420/MFANNv0.19   netcat420/MFANNv0.20.11   netcat420/MFANNv0.20   mlabonne/Meta-Llama-3.1-8B-Instruct-abliterated
Merged ModelYes
Model Size8b
Required VRAM16.1 GB
Updated2025-02-05
Maintainernetcat420
Model Typellama
Instruction-BasedYes
Model Files  5.0 GB: 1-of-4   5.0 GB: 2-of-4   4.9 GB: 3-of-4   1.2 GB: 4-of-4
Model ArchitectureLlamaForCausalLM
Context Length131072
Model Max Length131072
Transformers Version4.44.1
Tokenizer ClassPreTrainedTokenizerFast
Vocabulary Size128256
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than netcat420/MFANNv0.20.12.

Rank the MFANNv0.20.12 Capabilities

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Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
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Data Analysis and Insight Generation  
Text Generation  
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227