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Mistral 7B Merged by yrju

 »  All LLMs  »  yrju  »  Mistral 7B Merged   URL Share it on

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  Merged Model   Arxiv:2306.01708   Autotrain compatible Base model:codellama/codellama... Base model:mistralai/mistral-7... Base model:wizardlmteam/wizard...   Codegen   Endpoints compatible   Instruct   Mistral   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/yrju/mistral-7b-merged 

Mistral 7B Merged Benchmarks

LLME Score: 0.20181
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Mistral 7B Merged (yrju/mistral-7b-merged)

Mistral 7B Merged Parameters and Internals

Additional Notes 
This model is a merge of pre-trained language models.
Training Details 
Methodology:
TIES merge method
LLM NameMistral 7B Merged
Repository 🤗https://huggingface.co/yrju/mistral-7b-merged 
Base Model(s)  WizardLM/WizardMath-7B-V1.1   mistralai/Mistral-7B-v0.1   CodeLlama 7B Instruct Hf   WizardLM/WizardMath-7B-V1.1   mistralai/Mistral-7B-v0.1   codellama/CodeLlama-7b-Instruct-hf
Merged ModelYes
Model Size7b
Required VRAM14.5 GB
Updated2024-12-21
Maintaineryrju
Model Typemistral
Instruction-BasedYes
Model Files  4.9 GB: 1-of-3   4.9 GB: 2-of-3   4.7 GB: 3-of-3
Generates CodeYes
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.41.1
Tokenizer ClassLlamaTokenizer
Vocabulary Size32000
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than yrju/mistral-7b-merged.

Rank the Mistral 7B Merged Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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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