Text To Rule Mistral by mehdisebai

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  Arxiv:1910.09700   Adapter Base model:adapter:mistralai/m... Base model:mistralai/mistral-7...   Finetuned   Instruct   Lora   Peft   Region:us   Safetensors

Text To Rule Mistral Benchmarks

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

Text To Rule Mistral Parameters and Internals

LLM NameText To Rule Mistral
Repository ๐Ÿค—https://huggingface.co/mehdisebai/text-to-rule_Mistral 
Base Model(s)  mistralai/Mistral-7B-Instruct-v0.2   mistralai/Mistral-7B-Instruct-v0.2
Model Size7b
Required VRAM0.4 GB
Updated2024-08-15
Maintainermehdisebai
Instruction-BasedYes
Model Files  0.4 GB
Model ArchitectureAdapter
Is Biasednone
PEFT TypeLORA
LoRA ModelYes
PEFT Target Modulesv_proj|k_proj|q_proj
LoRA Alpha16
LoRA Dropout0.1
R Param64
Text To Rule Mistral (mehdisebai/text-to-rule_Mistral)

Best Alternatives to Text To Rule Mistral

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Context / RAM
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...Sql Flash Attention 2 Dataeval0K / 1.9 GB3182
Lora Adapted Mistral 7B0K / 0 GB500
...82 6142 45d8 9455 Bc68ca4866eb0K / 1.2 GB60
...al 7B Instruct V0.3 17193012560K / 0.9 GB90
Text To Rule Mistral 20K / 0.3 GB60
...al 7B Instruct V0.3 17192465050K / 0 GB90
...al 7B Instruct V0.3 17192977500K / 0.4 GB60
...al 7B Instruct V0.3 17193413250K / 1.7 GB60
...al 7B Instruct V0.3 17193505280K / 0.9 GB50
...al 7B Instruct V0.3 17193444300K / 3.5 GB50
Note: green Score (e.g. "73.2") means that the model is better than mehdisebai/text-to-rule_Mistral.

Rank the Text To Rule Mistral Capabilities

๐Ÿ†˜ Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! ๐ŸŒŸ

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