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Irbis 7B Instruct Lora by IrbisAI

 »  All LLMs  »  IrbisAI  »  Irbis 7B Instruct Lora   URL Share it on

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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: 0.14645
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)
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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
Updated2025-03-11
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

Best Alternatives
Context / RAM
Downloads
Likes
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...82 6142 45d8 9455 Bc68ca4866eb0K / 1.2 GB50
...Sql Flash Attention 2 Dataeval0K / 1.9 GB143
Mistral 7B Selfplay V00K / 0.2 GB60
Text To Rule Mistral 20K / 0.3 GB50
...al 7B Instruct V0.3 17193012560K / 0.9 GB120
...al 7B Instruct V0.3 17192465050K / 0 GB160
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 v20241124
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