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Taiwan LLM 8x7B DPO by yentinglin

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  Arxiv:2311.17487   Autotrain compatible   Conversational   Endpoints compatible   Mixtral   Moe   Region:us   Safetensors   Sharded   Tensorflow   Zh
Model Card on HF 🤗: https://huggingface.co/yentinglin/Taiwan-LLM-8x7B-DPO 

Taiwan LLM 8x7B DPO Benchmarks

ARC: 70.99 vs 96.7 (so35)-26.6%
HellaSwag: 87.21 vs 95.3 (gpt4)-8.5%
MMLU: 72.43 vs 88.3 (so35)-18%
TruthfulQA: 54.87 vs 59 (gpt4)-7%
WinoGrande: 81.93 vs 87.5 (gpt4)-6.4%
GSM8K: 71.11 vs 96.4 (so35)-26.2%
LLME Score: 0.14892
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Taiwan LLM 8x7B DPO (yentinglin/Taiwan-LLM-8x7B-DPO)
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Taiwan LLM 8x7B DPO Parameters and Internals

Model Type 
Mixtral MoE, text generation, fine-tuned
Supported Languages 
Traditional Chinese (primary (zh-tw))
LLM NameTaiwan LLM 8x7B DPO
Repository 🤗https://huggingface.co/yentinglin/Taiwan-LLM-8x7B-DPO 
Model Size46.7b
Required VRAM90 GB
Updated2025-08-20
Maintaineryentinglin
Model Typemixtral
Model Files  2.0 GB: 1-of-48   2.0 GB: 2-of-48   2.0 GB: 3-of-48   2.0 GB: 4-of-48   2.0 GB: 5-of-48   2.0 GB: 6-of-48   2.0 GB: 7-of-48   2.0 GB: 8-of-48   2.0 GB: 9-of-48   2.0 GB: 10-of-48   2.0 GB: 11-of-48   2.0 GB: 12-of-48   2.0 GB: 13-of-48   2.0 GB: 14-of-48   2.0 GB: 15-of-48   2.0 GB: 16-of-48   2.0 GB: 17-of-48   2.0 GB: 18-of-48   2.0 GB: 19-of-48   2.0 GB: 20-of-48   2.0 GB: 21-of-48   2.0 GB: 22-of-48   2.0 GB: 23-of-48   2.0 GB: 24-of-48   2.0 GB: 25-of-48   2.0 GB: 26-of-48   2.0 GB: 27-of-48   2.0 GB: 28-of-48   2.0 GB: 29-of-48   2.0 GB: 30-of-48   2.0 GB: 31-of-48   2.0 GB: 32-of-48   2.0 GB: 33-of-48   2.0 GB: 34-of-48   2.0 GB: 35-of-48   2.0 GB: 36-of-48   2.0 GB: 37-of-48   2.0 GB: 38-of-48   2.0 GB: 39-of-48   2.0 GB: 40-of-48   2.0 GB: 41-of-48   2.0 GB: 42-of-48   2.0 GB: 43-of-48   2.0 GB: 44-of-48   2.0 GB: 45-of-48
Supported Languageszh
Model ArchitectureMixtralForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.37.2
Vocabulary Size32002
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than yentinglin/Taiwan-LLM-8x7B-DPO.

Rank the Taiwan LLM 8x7B DPO 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 v20241124
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