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OpenChat 3.5 0106 10.7B 48Layers Appended by Pretergeek

 »  All LLMs  »  Pretergeek  »  OpenChat 3.5 0106 10.7B 48Layers Appended   URL Share it on

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  Merged Model   Arxiv:2401.02415   Autotrain compatible Base model:finetune:openchat/o... Base model:openchat/openchat-3...   Conversational   Endpoints compatible   Mistral   Model-index   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/Pretergeek/OpenChat-3.5-0106_10.7B_48Layers-Appended 

OpenChat 3.5 0106 10.7B 48Layers Appended Benchmarks

MMLU Pro: 25.44
GPQA: 7.61
MUSR: 11.78
BBH: 24.06
IFEval: 59.61 vs 88 (so35)-32.3%
MATH Lvl 5: 7.93
LLME Score: 0.23264
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
OpenChat 3.5 0106 10.7B 48Layers Appended (Pretergeek/OpenChat-3.5-0106_10.7B_48Layers-Appended)
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OpenChat 3.5 0106 10.7B 48Layers Appended Parameters and Internals

Model Type 
text-generation
Additional Notes 
This model is a unique merge created using Mergekit's passthrough method, utilizing a Block Expansion approach described in the LLaMA Pro paper. It is designed to improve performance by adding layers to the model's end, aiming for better task understanding.
LLM NameOpenChat 3.5 0106 10.7B 48Layers Appended
Repository 🤗https://huggingface.co/Pretergeek/OpenChat-3.5-0106_10.7B_48Layers-Appended 
Base Model(s)  openchat/openchat-3.5-0106   openchat/openchat-3.5-0106
Merged ModelYes
Model Size10.7b
Required VRAM21.4 GB
Updated2025-09-25
MaintainerPretergeek
Model Typemistral
Model Files  4.9 GB: 1-of-5   4.9 GB: 2-of-5   4.9 GB: 3-of-5   5.0 GB: 4-of-5   1.7 GB: 5-of-5
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length8192
Model Max Length8192
Transformers Version4.42.4
Tokenizer ClassLlamaTokenizer
Vocabulary Size32002
Torch Data Typebfloat16

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Rank the OpenChat 3.5 0106 10.7B 48Layers Appended 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  
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