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Llama 3 Alpha Ko 8B Instruct Marlin by allganize

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  4-bit   4bit   Autotrain compatible   Conversational   Endpoints compatible   Gptq   Instruct   Ko   Llama   Quantized   Region:us
Model Card on HF 🤗: https://huggingface.co/allganize/Llama-3-Alpha-Ko-8B-Instruct-marlin 

Llama 3 Alpha Ko 8B Instruct Marlin Benchmarks

LLME Score: 0.18879
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama 3 Alpha Ko 8B Instruct Marlin (allganize/Llama-3-Alpha-Ko-8B-Instruct-marlin)

Llama 3 Alpha Ko 8B Instruct Marlin Parameters and Internals

Model Type 
language model
Use Cases 
Areas:
language processing, logical reasoning
Additional Notes 
Alpha-Instruct utilizes a community-based approach and shares insights with the community.
Supported Languages 
Korean (high), English (high)
Training Details 
Data Sources:
KoBEST, Haerae, Korean-Human-Judgements, Orca-Math, dpo-mix-7k
Methodology:
Evolutionary Model Merging
LLM NameLlama 3 Alpha Ko 8B Instruct Marlin
Repository 🤗https://huggingface.co/allganize/Llama-3-Alpha-Ko-8B-Instruct-marlin 
Base Model(s)  Llama 3 Alpha Ko 8B Instruct   allganize/Llama-3-Alpha-Ko-8B-Instruct
Model Size8b
Required VRAM5.7 GB
Updated2025-02-22
Maintainerallganize
Model Typellama
Instruction-BasedYes
Model Files  5.7 GB
Supported Languagesko
GPTQ QuantizationYes
Quantization Typegptq|4bit
Model ArchitectureLlamaForCausalLM
Licenseother
Context Length8192
Model Max Length8192
Transformers Version4.41.0
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|reserved_special_token_250|>
Vocabulary Size128256
Torch Data Typefloat16

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...a 3 8B Instruct 262K 4bit GPTQ256K / 5.8 GB171
... 8B Instruct 262K 4bit GPTQ 02256K / 5.7 GB60
...lama 3.1 8B Instruct GPTQ INT4128K / 5.8 GB1052922
...Instruct 80K Qlora Merged GPTQ80K / 5.8 GB820
...oLeo Instruct 8B 32K V0.1 GPTQ64K / 5.7 GB60
Meta Llama 3 8B Instruct GPTQ8K / 5.7 GB19683
Llama 3 8B Instruct GPTQ 4 Bit8K / 5.7 GB331925
Meta Llama 3 8B Instruct GPTQ8K / 5.8 GB1281
Meta Llama 3 8B Instruct GPTQ8K / 5.8 GB80
...ta Llama 3 8B Instruct GPTQ 8B8K / 9.2 GB160
Note: green Score (e.g. "73.2") means that the model is better than allganize/Llama-3-Alpha-Ko-8B-Instruct-marlin.

Rank the Llama 3 Alpha Ko 8B Instruct Marlin 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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Release v20241227
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