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Mpt Instruct DotNet S by Nethermind

 »  All LLMs  »  Nethermind  »  Mpt Instruct DotNet S   URL Share it on

  1835   
  .net   7b   Autotrain compatible   Csharp   Custom code   Doi:10.57967/hf/1007   En   Endpoints compatible   F16   Ggml   Instruct   Mpt   Pytorch   Q5   Quantized   Region:us
Model Card on HF 🤗: https://huggingface.co/Nethermind/Mpt-Instruct-DotNet-S 

Mpt Instruct DotNet S Benchmarks

LLME Score: 0.11929
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Mpt Instruct DotNet S (Nethermind/Mpt-Instruct-DotNet-S)
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Mpt Instruct DotNet S Parameters and Internals

Model Type 
text-generation
Additional Notes 
The model supports text generation for CSharp-related tasks and is compatible with HF and GGML quantisations.
Supported Languages 
en (fluent)
Training Details 
Data Sources:
codeparrot/github-code C#, raw data Plain .cs files, documented static functions, SO 5q_5answer + 5q_5best, Dotnet wiki, All NM Static Functions and Tests, GPT-4 questions, GPT-3.5 answers for CSharp, GPT-4 questions, GPT-3.5 answers for nethermind client interface `IEthRpcModule`
Data Volume:
300k CSharp-related records, 50k specific short prompts
Methodology:
Finetuning on CSharp instructions
Context Length:
1024
LLM NameMpt Instruct DotNet S
Repository 🤗https://huggingface.co/Nethermind/Mpt-Instruct-DotNet-S 
Model Size7b
Required VRAM4.6 GB
Updated2025-09-23
MaintainerNethermind
Model Typempt
Instruction-BasedYes
Model Files  13.3 GB   4.6 GB   7.1 GB   13.3 GB
Supported Languagesen
GGML QuantizationYes
Quantization Typeggml|q5
Model ArchitectureMPTForCausalLM
Licensecc-by-sa-3.0
Transformers Version4.31.0
Tokenizer ClassGPTNeoXTokenizer
Vocabulary Size50432
Torch Data Typebfloat16

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Context / RAM
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Mpt 7B Chat Q80K / 6.9 GB211
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Mpt 7B Instruct0K / 13.3 GB7946470
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SEA LION V1 7B IT GBTQ0K / 5.5 GB70
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Sea Lion 7B Instruct Gptq0K / 5.5 GB50
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Sea Lion 7B Instruct0K / 15 GB20823
Note: green Score (e.g. "73.2") means that the model is better than Nethermind/Mpt-Instruct-DotNet-S.

Rank the Mpt Instruct DotNet S 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 v20241124
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