Nemo Math Science Philosophy 12B by benhaotang

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  Merged Model   Arxiv:2306.01708   Autotrain compatible Base model:anthracite-org/magn... Base model:epistemeai/mistral-... Base model:nbeerbower/mistral-...   Conversational   Endpoints compatible   Instruct   Mistral   Region:us   Safetensors   Sharded   Tensorflow

Nemo Math Science Philosophy 12B Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Nemo Math Science Philosophy 12B (benhaotang/nemo-math-science-philosophy-12B)

Nemo Math Science Philosophy 12B Parameters and Internals

LLM NameNemo Math Science Philosophy 12B
Repository ๐Ÿค—https://huggingface.co/benhaotang/nemo-math-science-philosophy-12B 
Base Model(s)  anthracite-org/magnum-v2.5-12b-kto   Mistral Nemo Wissenschaft 12B   ...o Instruct 12B Philosophy Math   anthracite-org/magnum-v2.5-12b-kto   nbeerbower/mistral-nemo-wissenschaft-12B   EpistemeAI/Mistral-Nemo-Instruct-12B-Philosophy-Math
Merged ModelYes
Model Size12b
Required VRAM24.5 GB
Updated2024-12-22
Maintainerbenhaotang
Model Typemistral
Instruction-BasedYes
Model Files  4.9 GB: 1-of-5   4.9 GB: 2-of-5   4.9 GB: 3-of-5   4.9 GB: 4-of-5   4.9 GB: 5-of-5
Model ArchitectureMistralForCausalLM
Context Length1024000
Model Max Length1024000
Transformers Version4.45.1
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<pad>
Vocabulary Size131072
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than benhaotang/nemo-math-science-philosophy-12B.

Rank the Nemo Math Science Philosophy 12B 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 v20241217