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Saiga Llama3 8B by IlyaGusev

 »  All LLMs  »  IlyaGusev  »  Saiga Llama3 8B   URL Share it on

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  Autotrain compatible   Conversational   Dataset:ilyagusev/saiga scored   Doi:10.57967/hf/2368   Endpoints compatible   Llama   Region:us   Ru   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/IlyaGusev/saiga_llama3_8b 

Saiga Llama3 8b Benchmarks

LLME Score: 0.27177
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Saiga Llama3 8B (IlyaGusev/saiga_llama3_8b)

Saiga Llama3 8B Parameters and Internals

Model Type 
chatbot
Additional Notes 
The Saiga/Llama3 8B model is tailored for Russian language interactions and performs well compared to its competitors.
Supported Languages 
Russian (proficient)
Input Output 
Input Format:
The original Llama-3 format
Accepted Modalities:
text
Output Format:
text
Performance Tips:
Use proper prompt format according to model version (v4, v5, v6+) for optimal performance.
Release Notes 
Version:
v7
Notes:
Includes updated dataset and model configuration links with improved win rates.
Version:
v6
Notes:
Improved model configuration and evaluation benchmarks.
Version:
v5
Notes:
Enhanced tuning over v4 with specific datasets.
Version:
v4
Notes:
Introduced Saiga_scored dataset with scoring system.
Version:
v3
Notes:
Implementation of ChatML format.
Version:
v2
Notes:
Initial integration with multiple datasets and merging script for data.
LLM NameSaiga Llama3 8b
Repository 🤗https://huggingface.co/IlyaGusev/saiga_llama3_8b 
Model Size8b
Required VRAM16.1 GB
Updated2024-12-22
MaintainerIlyaGusev
Model Typellama
Model Files  5.0 GB: 1-of-4   5.0 GB: 2-of-4   4.9 GB: 3-of-4   1.2 GB: 4-of-4
Supported Languagesru
Model ArchitectureLlamaForCausalLM
Licenseother
Context Length8192
Model Max Length8192
Transformers Version4.40.0
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|begin_of_text|>
Vocabulary Size128256
Torch Data Typebfloat16

Quantized Models of the Saiga Llama3 8B

Model
Likes
Downloads
VRAM
Saiga Llama3 8b AWQ0225 GB
...lama3 8b Kto V3.8.0bpw H8 EXL2158 GB

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Note: green Score (e.g. "73.2") means that the model is better than IlyaGusev/saiga_llama3_8b.

Rank the Saiga Llama3 8B 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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241217
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