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Linkbricks Horizon AI Korean Llama 3.1 Sft DPO 8B by Saxo

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Linkbricks Horizon AI Korean Llama 3.1 Sft DPO 8B is an open-source language model by Saxo. Features: 8b LLM, VRAM: 16.1GB, Context: 128K, License: apache-2.0, Quantized, Instruction-Based, LLM Explorer Score: 0.17.

Base model:meta-llama/llama-3.... Base model:quantized:meta-llam...   Cn   Conversational Dataset:maywell/ko ultrafeedba... Dataset:saxo/en ko translation... Dataset:saxo/en ko translation... Dataset:saxo/ko aspect sentime... Dataset:saxo/ko cn translation... Dataset:saxo/ko government qa ... Dataset:saxo/ko jp translation... Dataset:saxo/ko summarization ... Dataset:saxo/openorca cleaned ...   En   Endpoints compatible   Ggml   Gguf   Instruct   Jp   Ko   Llama   Q4   Quantized   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/Saxo/Linkbricks-Horizon-AI-Korean-llama-3.1-sft-dpo-8B 

Linkbricks Horizon AI Korean Llama 3.1 Sft DPO 8B Benchmarks

LLME Score: 0.16756
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Linkbricks Horizon AI Korean Llama 3.1 Sft DPO 8B (Saxo/Linkbricks-Horizon-AI-Korean-llama-3.1-sft-dpo-8B)
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Linkbricks Horizon AI Korean Llama 3.1 Sft DPO 8B Parameters and Internals

Model Type 
text-generation
Additional Notes 
The tokenizer uses the base model without word expansion.
Supported Languages 
ko (supported), en (supported), jp (supported), cn (supported)
Training Details 
Data Sources:
Saxo/ko_cn_translation_tech_social_science_linkbricks_single_dataset, Saxo/ko_jp_translation_tech_social_science_linkbricks_single_dataset, Saxo/en_ko_translation_tech_science_linkbricks_single_dataset_with_prompt_text_huggingface, Saxo/en_ko_translation_social_science_linkbricks_single_dataset_with_prompt_text_huggingface, Saxo/ko_aspect_sentiment_sns_mall_sentiment_linkbricks_single_dataset_with_prompt_text_huggingface, Saxo/ko_summarization_linkbricks_single_dataset_with_prompt_text_huggingface, Saxo/OpenOrca_cleaned_kor_linkbricks_single_dataset_with_prompt_text_huggingface, Saxo/ko_government_qa_total_linkbricks_single_dataset_with_prompt_text_huggingface_sampled, maywell/ko_Ultrafeedback_binarized
Methodology:
SFT->DPO fine-tuning
Context Length:
128000
Hardware Used:
KT-CLOUD with four H100-80G
LLM NameLinkbricks Horizon AI Korean Llama 3.1 Sft DPO 8B
Repository 🤗https://huggingface.co/Saxo/Linkbricks-Horizon-AI-Korean-llama-3.1-sft-dpo-8B 
Base Model(s)  meta-llama/Meta-Llama-3.1-8B-Instruct   meta-llama/Meta-Llama-3.1-8B-Instruct
Model Size8b
Required VRAM16.1 GB
Updated2026-03-15
MaintainerSaxo
Model Typellama
Instruction-BasedYes
Model Files  16.1 GB   4.9 GB   5.7 GB   6.6 GB   8.5 GB   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 Languagesko en jp cn
GGML QuantizationYes
GGUF QuantizationYes
Quantization Typeggml|q4|gguf|q4_k|q5_k
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length131072
Model Max Length131072
Transformers Version4.43.2
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|eot_id|>
Vocabulary Size128256
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than Saxo/Linkbricks-Horizon-AI-Korean-llama-3.1-sft-dpo-8B.

Rank the Linkbricks Horizon AI Korean Llama 3.1 Sft DPO 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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