Suzume Llama 3 8B Multilingual 8.0bpw H8 EXL2 by BahamutRU

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  8-bit   Autotrain compatible Base model:meta-llama/meta-lla... Base model:quantized:meta-llam...   Conversational   Endpoints compatible   Exl2   Generated from trainer   Instruct   Llama   Quantized   Region:us   Safetensors

Suzume Llama 3 8B Multilingual 8.0bpw H8 EXL2 Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Suzume Llama 3 8B Multilingual 8.0bpw H8 EXL2 (BahamutRU/suzume-llama-3-8B-multilingual-8.0bpw-h8-exl2)

Suzume Llama 3 8B Multilingual 8.0bpw H8 EXL2 Parameters and Internals

Model Type 
multilingual, text generation
Use Cases 
Areas:
multilingual text generation
Applications:
research, multilingual chatbots
Primary Use Cases:
language-based interaction
Additional Notes 
Includes a fine-tuned chat template for fastchat.
Supported Languages 
English (fluent), German (fluent), French (fluent), Japanese (fluent), Russian (fluent), Chinese (fluent)
Training Details 
Data Sources:
lightblue/tagengo-gpt4, megagonlabs/instruction_ja, openchat/openchat_sharegpt4_dataset
Data Volume:
90000 conversations
Methodology:
Fine-tuning
Context Length:
8192
Training Time:
2.5 hours
Hardware Used:
4 x A100 (80GB) GPUs
Model Architecture:
LlamaForCausalLM
Input Output 
Accepted Modalities:
text
Output Format:
text
Release Notes 
Version:
1.0
Notes:
Initial release of Suzume Llama 3 multilingual model tailored to enhance multilingual conversation abilities.
LLM NameSuzume Llama 3 8B Multilingual 8.0bpw H8 EXL2
Repository ๐Ÿค—https://huggingface.co/BahamutRU/suzume-llama-3-8B-multilingual-8.0bpw-h8-exl2 
Base Model(s)  Meta Llama 3 8B Instruct   meta-llama/Meta-Llama-3-8B-Instruct
Model Size8b
Required VRAM8.5 GB
Updated2025-02-14
MaintainerBahamutRU
Model Typellama
Instruction-BasedYes
Model Files  8.5 GB
Quantization Typeexl2
Model ArchitectureLlamaForCausalLM
Licenseother
Context Length8192
Model Max Length8192
Transformers Version4.38.2
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|end_of_text|>
Vocabulary Size128256
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than BahamutRU/suzume-llama-3-8B-multilingual-8.0bpw-h8-exl2.

Rank the Suzume Llama 3 8B Multilingual 8.0bpw H8 EXL2 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 v20241227