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Mpt 7B Instruct by mosaicml

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  Arxiv:2010.04245   Arxiv:2108.12409   Arxiv:2205.14135   Autotrain compatible   Composer   Custom code   Dataset:mosaicml/dolly hhrlhf   Instruct   Llm-foundry   Mosaicml   Mpt   Pytorch   Region:us   Sharded

Mpt 7B Instruct Benchmarks

ARC: 38.4 vs 96.7 (so35)-60.3%
HellaSwag: 75.8 vs 95.3 (gpt4)-20.5%
MMLU: 30.6 vs 88.3 (so35)-65.3%
TruthfulQA: 35.08 vs 59 (gpt4)-40.5%
WinoGrande: 70.48 vs 87.5 (gpt4)-19.5%
GSM8K: 7.8 vs 96.4 (so35)-91.9%
OpenCompas: 36.8 vs 73.3 (gpt4)-49.8%
Exam: 30.2 vs 77.2 (gpt4)-60.9%
Language: 32 vs 62 (gpt4)-48.4%
Knowledge: 40.8 vs 73.5 (gpt4)-44.5%
Understand: 37.5 vs 70 (gpt4)-46.4%
Reasoning: 38.7 vs 74.4 (gpt4)-48%
LLME Score: 0.24184
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Mpt 7B Instruct Parameters and Internals

LLM NameMpt 7B Instruct
Repository 🤗https://huggingface.co/mosaicml/mpt-7b-instruct 
Model Size7b
Required VRAM13.3 GB
Updated2024-09-07
Maintainermosaicml
Model Typempt
Instruction-BasedYes
Model Files  9.9 GB: 1-of-2   3.4 GB: 2-of-2
Model ArchitectureMPTForCausalLM
Licenseapache-2.0
Model Max Length2048
Transformers Version4.28.1
Tokenizer ClassGPTNeoXTokenizer
Vocabulary Size50432
Torch Data Typebfloat16
Mpt 7B Instruct (mosaicml/mpt-7b-instruct)

Quantized Models of the Mpt 7B Instruct

Model
Likes
Downloads
VRAM
Mpt 7B Instruct Q8286 GB

Best Alternatives to Mpt 7B Instruct

Best Alternatives
Context / RAM
Downloads
Likes
Mpt 7B Chat0K / 13.3 GB3802510
Sea Lion 7B Instruct0K / 15 GB560722
Mpt 7B 8K Instruct0K / 13.3 GB81525
Sea Lion 7B Instruct Research0K / 15 GB3214
Results0K / 13.3 GB80
Mpt 7B 8K Chat Sharded Bf160K / 13.4 GB81
...7B 8K Instruct Peft Compatible0K / 13.3 GB71
Vigogne Mpt 7B Instruct0K / 13.4 GB60
...pt 7B Instruct Peft Compatible0K / 13.3 GB130
Minotaur Mpt 7B0K / 13.3 GB127
Note: green Score (e.g. "73.2") means that the model is better than mosaicml/mpt-7b-instruct.

Rank the Mpt 7B Instruct 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 v2024072803
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