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Mistroll 7B V2.3 NoTsOsm4rt 16bit by BarraHome

 »  All LLMs  »  BarraHome  »  Mistroll 7B V2.3 NoTsOsm4rt 16bit   URL Share it on

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  16bit   Autotrain compatible Base model:barrahome/mistroll-... Base model:finetune:barrahome/...   Conversational   En   Endpoints compatible   Mistral   Quantized   Region:us   Safetensors   Sft   Sharded   Tensorflow   Trl   Unsloth

Mistroll 7B V2.3 NoTsOsm4rt 16bit Benchmarks

ARC: 67.06 vs 96.7 (so35)-30.7%
HellaSwag: 86.24 vs 95.3 (gpt4)-9.5%
MMLU: 65.12 vs 88.3 (so35)-26.3%
TruthfulQA: 56.38 vs 59 (gpt4)-4.4%
WinoGrande: 83.43 vs 87.5 (gpt4)-4.7%
GSM8K: 66.57 vs 96.4 (so35)-30.9%
LLME Score: 0.21112
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Mistroll 7B V2.3 NoTsOsm4rt 16bit Parameters and Internals

Model Type 
text-generation-inference, transformers, unsloth, mistral, trl, sft
Training Details 
Methodology:
Trained 2x faster with Unsloth and Huggingface's TRL library.
LLM NameMistroll 7B V2.3 NoTsOsm4rt 16bit
Repository 🤗https://huggingface.co/BarraHome/Mistroll-7B-v2.3-NoTsOsm4rt-16bit 
Base Model(s)  BarraHome/Mistroll-7B-v2.2   BarraHome/Mistroll-7B-v2.2
Model Size7b
Required VRAM14.4 GB
Updated2024-11-20
MaintainerBarraHome
Model Typemistral
Model Files  4.9 GB: 1-of-3   5.0 GB: 2-of-3   4.5 GB: 3-of-3
Supported Languagesen
Quantization Type16bit
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.40.2
Tokenizer ClassLlamaTokenizer
Padding Token<unk>
Vocabulary Size32000
Torch Data Typebfloat16
Mistroll 7B V2.3 NoTsOsm4rt 16bit (BarraHome/Mistroll-7B-v2.3-NoTsOsm4rt-16bit)

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Note: green Score (e.g. "73.2") means that the model is better than BarraHome/Mistroll-7B-v2.3-NoTsOsm4rt-16bit.

Rank the Mistroll 7B V2.3 NoTsOsm4rt 16bit 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 v20241110
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