Synthetic Soul 1K Mistral 128 by jeiku

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  Arxiv:1910.09700   4bit   Adapter Base model:adapter:unsloth/mis... Base model:unsloth/mistral-7b-...   Finetuned   Lora   Peft   Quantized   Region:us   Safetensors

Synthetic Soul 1k Mistral 128 Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Synthetic Soul 1K Mistral 128 Parameters and Internals

LLM NameSynthetic Soul 1k Mistral 128
Repository ๐Ÿค—https://huggingface.co/jeiku/Synthetic_Soul_1k_Mistral_128 
Base Model(s)  Mistral 7B Bnb 4bit   unsloth/mistral-7b-bnb-4bit
Model Size7b
Required VRAM1.3 GB
Updated2024-09-14
Maintainerjeiku
Model Files  1.3 GB
Quantization Type4bit
Model ArchitectureAdapter
Is Biasednone
PEFT TypeLORA
LoRA ModelYes
PEFT Target Modulesq_proj|down_proj|v_proj|up_proj|k_proj|o_proj|gate_proj
LoRA Alpha128
LoRA Dropout0
R Param128
Synthetic Soul 1K Mistral 128 (jeiku/Synthetic_Soul_1k_Mistral_128)

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Note: green Score (e.g. "73.2") means that the model is better than jeiku/Synthetic_Soul_1k_Mistral_128.

Rank the Synthetic Soul 1K Mistral 128 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