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Linkbricks Horizon AI Korean Llama3 Sft DPO 8B Base by Saxo

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  Autotrain compatible   Conversational Dataset:saxo/total ko train se...   En   Endpoints compatible   F16   Ggml   Gguf   Ko   Llama   Q8   Quantized   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/Saxo/Linkbricks-Horizon-AI-Korean-llama3-sft-dpo-8b-base 

Linkbricks Horizon AI Korean Llama3 Sft DPO 8B Base Benchmarks

LLME Score: 0.20612
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 Llama3 Sft DPO 8B Base (Saxo/Linkbricks-Horizon-AI-Korean-llama3-sft-dpo-8b-base)

Linkbricks Horizon AI Korean Llama3 Sft DPO 8B Base Parameters and Internals

Model Type 
text-generation
Supported Languages 
ko (unknown), en (unknown)
Training Details 
Data Sources:
Saxo/total_ko_train_set_1_without_wiki_with_orca
Data Volume:
8000 Tokens
Methodology:
SFT-DPO
Training Time:
4 hours
Hardware Used:
8 H100-80G on GCP
LLM NameLinkbricks Horizon AI Korean Llama3 Sft DPO 8B Base
Repository 🤗https://huggingface.co/Saxo/Linkbricks-Horizon-AI-Korean-llama3-sft-dpo-8b-base 
Model Size8b
Required VRAM16.1 GB
Updated2025-02-22
MaintainerSaxo
Model Typellama
Model Files  16.1 GB   16.1 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
GGML QuantizationYes
GGUF QuantizationYes
Quantization Typeggml|q8|gguf
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length8192
Model Max Length8192
Transformers Version4.42.3
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 Saxo/Linkbricks-Horizon-AI-Korean-llama3-sft-dpo-8b-base.

Rank the Linkbricks Horizon AI Korean Llama3 Sft DPO 8B Base 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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