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Saiga Mistral 7B Lora by IlyaGusev

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Saiga Mistral 7b Lora Benchmarks

LLME Score: 0.16853
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Saiga Mistral 7B Lora Parameters and Internals

LLM NameSaiga Mistral 7b Lora
Repository 🤗https://huggingface.co/IlyaGusev/saiga_mistral_7b_lora 
Model Size7b
Required VRAM0.1 GB
Updated2024-09-16
MaintainerIlyaGusev
Instruction-BasedYes
Model Files  0.1 GB   0.1 GB
Supported Languagesru
Model ArchitectureAdapter
Licensecc-by-4.0
Model Max Length32768
Is Biasednone
Tokenizer ClassLlamaTokenizer
Padding Token<unk>
PEFT TypeLORA
LoRA ModelYes
PEFT Target Modulesq_proj|v_proj|k_proj|o_proj
LoRA Alpha16
LoRA Dropout0.05
R Param16
Saiga Mistral 7B Lora (IlyaGusev/saiga_mistral_7b_lora)

Quantized Models of the Saiga Mistral 7B Lora

Model
Likes
Downloads
VRAM
Mistral 7B OpenOrca 1K369429 GB

Best Alternatives to Saiga Mistral 7B Lora

Best Alternatives
Context / RAM
Downloads
Likes
...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
Text To Rule Mistral0K / 0.4 GB60
...al 7B Instruct V0.3 17193413250K / 1.7 GB60
...al 7B Instruct V0.3 17193505280K / 0.9 GB50
Note: green Score (e.g. "73.2") means that the model is better than IlyaGusev/saiga_mistral_7b_lora.

Rank the Saiga Mistral 7B Lora Capabilities

🆘 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! 🌟

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
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