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Merged All Linear Model by daiandy

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  Merged Model   Arxiv:2203.05482   Autotrain compatible Base model:daiandy/doctor-mode... Base model:daiandy/humanities-...   Base model:daiandy/math-model   Conversational   Endpoints compatible   Llama   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/daiandy/merged-all-linear-model 

Merged All Linear Model Benchmarks

LLME Score: 0.17434
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Merged All Linear Model (daiandy/merged-all-linear-model)

Merged All Linear Model Parameters and Internals

Training Details 
Methodology:
linear merge method
LLM NameMerged All Linear Model
Repository 🤗https://huggingface.co/daiandy/merged-all-linear-model 
Base Model(s)  Doctor Model   Math Model   Humanities Model   daiandy/doctor-model   daiandy/math-model   daiandy/humanities-model
Merged ModelYes
Model Size8b
Required VRAM16.1 GB
Updated2025-06-01
Maintainerdaiandy
Model Typellama
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 Length8192
Model Max Length8192
Transformers Version4.41.1
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|end_of_text|>
Vocabulary Size128256
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than daiandy/merged-all-linear-model.

Rank the Merged All Linear Model 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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Release v20241227
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