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Irbis 7B Instruct Lora by IrbisAI

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  Adapter   Finetuned   Instruct   Kk   Lora   Peft   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/IrbisAI/Irbis-7b-Instruct_lora 

Irbis 7B Instruct Lora Benchmarks

LLME Score: 0.17678
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Irbis 7B Instruct Lora (IrbisAI/Irbis-7b-Instruct_lora)

Irbis 7B Instruct Lora Parameters and Internals

Model Type 
text-generation
Additional Notes 
The model is trained to handle simple questions in Kazakh and capable of working with context.
Supported Languages 
Kazakh (proficient)
Training Details 
Data Volume:
200k examples
Input Output 
Input Format:
Prompt includes task and context.
Accepted Modalities:
text
Output Format:
Generated text answers to questions.
LLM NameIrbis 7B Instruct Lora
Repository 🤗https://huggingface.co/IrbisAI/Irbis-7b-Instruct_lora 
Model Size7b
Required VRAM0.2 GB
Updated2025-02-22
MaintainerIrbisAI
Instruction-BasedYes
Model Files  0.2 GB
Supported Languageskk
Model ArchitectureAdapter
Licensemit
Is Biasednone
PEFT TypeLORA
LoRA ModelYes
PEFT Target Modulesup_proj|o_proj|gate_proj|k_proj|down_proj|q_proj|v_proj
LoRA Alpha16
LoRA Dropout0
R Param16

Best Alternatives to Irbis 7B Instruct Lora

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Context / RAM
Downloads
Likes
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...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
Note: green Score (e.g. "73.2") means that the model is better than IrbisAI/Irbis-7b-Instruct_lora.

Rank the Irbis 7B Instruct 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 v20241227
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