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Mistral Sharegpt90k Merged 16bit by pacozaa

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  Merged Model   4bit   Autotrain compatible Base model:finetune:unsloth/mi... Base model:unsloth/mistral-7b-...   Conversational   Dataset:liyucheng/sharegpt90k   En   Endpoints compatible   Mistral   Ollama   Pytorch   Quantized   Region:us   Safetensors   Sharded   Tensorflow   Trl   Unsloth

Mistral Sharegpt90k Merged 16bit Benchmarks

ARC: 59.3 vs 96.7 (so35)-38.7%
HellaSwag: 82.87 vs 95.3 (gpt4)-13%
MMLU: 62.96 vs 88.3 (so35)-28.7%
TruthfulQA: 45.26 vs 59 (gpt4)-23.3%
WinoGrande: 78.37 vs 87.5 (gpt4)-10.4%
GSM8K: 35.1 vs 96.4 (so35)-63.6%
LLME Score: 0.21341
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Mistral Sharegpt90k Merged 16bit Parameters and Internals

Model Type 
text-generation-inference, transformers
Additional Notes 
This mistral model was trained 2x faster with Unsloth and Huggingface's TRL library.
Supported Languages 
en (English)
LLM NameMistral Sharegpt90k Merged 16bit
Repository 🤗https://huggingface.co/pacozaa/mistral-sharegpt90k-merged_16bit 
Base Model(s)  Mistral 7B Bnb 4bit   unsloth/mistral-7b-bnb-4bit
Merged ModelYes
Model Size7b
Required VRAM14.4 GB
Updated2024-11-21
Maintainerpacozaa
Model Typemistral
Model Files  4.9 GB: 1-of-3   5.0 GB: 2-of-3   4.5 GB: 3-of-3   4.9 GB: 1-of-3   5.0 GB: 2-of-3   4.5 GB: 3-of-3
Supported Languagesen
Quantization Type4bit
Model ArchitectureMistralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.38.2
Tokenizer ClassLlamaTokenizer
Padding Token<unk>
Vocabulary Size32000
Torch Data Typefloat16
Mistral Sharegpt90k Merged 16bit (pacozaa/mistral-sharegpt90k-merged_16bit)

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Note: green Score (e.g. "73.2") means that the model is better than pacozaa/mistral-sharegpt90k-merged_16bit.

Rank the Mistral Sharegpt90k Merged 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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