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Saiga2 13B Lora by IlyaGusev

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  Adapter   Conversational Dataset:ilyagusev/oasst1 ru ma... Dataset:ilyagusev/ru sharegpt ... Dataset:ilyagusev/ru turbo alp... Dataset:ilyagusev/ru turbo alp... Dataset:ilyagusev/ru turbo sai...   Dataset:lksy/ru instruct gpt4   Finetuned   Instruct   Lora   Region:us   Ru
Model Card on HF 🤗: https://huggingface.co/IlyaGusev/saiga2_13b_lora 

Saiga2 13b Lora Benchmarks

LLME Score: 0.1
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Saiga2 13B Lora (IlyaGusev/saiga2_13b_lora)
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Saiga2 13B Lora Parameters and Internals

Model Type 
conversational
Additional Notes 
Based on LLaMA-2 13B HF with an adapter-only version for Russian language.
Supported Languages 
ru (Russian)
Training Details 
Data Sources:
IlyaGusev/ru_turbo_alpaca, IlyaGusev/ru_turbo_saiga, IlyaGusev/ru_sharegpt_cleaned, IlyaGusev/oasst1_ru_main_branch, IlyaGusev/ru_turbo_alpaca_evol_instruct, lksy/ru_instruct_gpt4
Methodology:
Adapter-only version trained using the development version of `transformers` and `peft`.
Model Architecture:
LLaMA-2 based chatbot
Input Output 
Input Format:
~~{role} {content}~~
Accepted Modalities:
text
Output Format:
text
Release Notes 
Version:
v1
Notes:
Trained on multiple datasets including ru_turbo_alpaca and ru_turbo_saiga.
LLM NameSaiga2 13b Lora
Repository 🤗https://huggingface.co/IlyaGusev/saiga2_13b_lora 
Model Size13b
Required VRAM0.1 GB
Updated2025-09-21
MaintainerIlyaGusev
Instruction-BasedYes
Model Files  0.1 GB
Supported Languagesru
Model ArchitectureAdapter
Licensecc-by-4.0
Model Max Length2048
Is Biasednone
Tokenizer ClassLlamaTokenizer
PEFT TypeLORA
LoRA ModelYes
PEFT Target Modulesq_proj|v_proj|k_proj|o_proj
LoRA Alpha16
LoRA Dropout0.05
R Param16

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Note: green Score (e.g. "73.2") means that the model is better than IlyaGusev/saiga2_13b_lora.

Rank the Saiga2 13B Lora 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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Release v20241124
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