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Saiga 7B Lora by IlyaGusev

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Saiga 7B Lora is an open-source language model by IlyaGusev. Features: 7b LLM, VRAM: 0.1GB, License: cc-by-4.0, Instruction-Based, LLM Explorer Score: 0.07.

  Adapter 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/saiga_7b_lora 

Saiga 7b Lora Benchmarks

LLME Score: 0.06948
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Saiga 7B Lora (IlyaGusev/saiga_7b_lora)
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Saiga 7B Lora Parameters and Internals

Model Type 
text generation
Use Cases 
Areas:
text generation, chatbots
Primary Use Cases:
Conversational AI, Question Answering
Supported Languages 
ru (fluently)
Training Details 
Data Sources:
ru_turbo_alpaca, ru_turbo_saiga, ru_sharegpt_cleaned, oasst1_ru_main_branch, gpt_roleplay_realm, ru_turbo_alpaca_evol_instruct, ru_instruct_gpt4
Context Length:
2000
Model Architecture:
LLaMA 7B-based adapter-only
Input Output 
Input Format:
Conversations with roles: system, user, bot
Accepted Modalities:
text
Output Format:
Generated responses in text
Release Notes 
Version:
v5
Notes:
Added dataset 'gpt_roleplay_realm', improved dataset merging.
Version:
v4
Notes:
Added support for custom system prompts.
Version:
v3
Notes:
Initial release with basic conversational capabilities.
Version:
v2
Notes:
Reduced loss, enhanced context handling.
Version:
v1
Notes:
Initial training complete with base datasets.
LLM NameSaiga 7b Lora
Repository 🤗https://huggingface.co/IlyaGusev/saiga_7b_lora 
Model Size7b
Required VRAM0.1 GB
Updated2025-10-26
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|gate_proj|up_proj|o_proj|v_proj|k_proj|down_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/saiga_7b_lora.

Rank the Saiga 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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