Taiwan LLM 8x7B DPO AWQ by yentinglin

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Taiwan LLM 8x7B DPO AWQ is an open-source language model by yentinglin. Features: 6.5b LLM, VRAM: 24.7GB, Context: 32K, MoE, Quantized, LLM Explorer Score: 0.13.

  Arxiv:1910.09700   4-bit   Autotrain compatible   Awq   Conversational   Endpoints compatible   Mixtral   Moe   Quantized   Region:us   Safetensors   Sharded   Tensorflow

Taiwan LLM 8x7B DPO AWQ Benchmarks

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 AWQ Parameters and Internals

LLM NameTaiwan LLM 8x7B DPO AWQ
Repository 🤗https://huggingface.co/yentinglin/Taiwan-LLM-8x7B-DPO-awq 
Model Size6.5b
Required VRAM24.7 GB
Updated2025-04-19
Maintaineryentinglin
Model Typemixtral
Model Files  5.0 GB: 1-of-5   5.0 GB: 2-of-5   5.0 GB: 3-of-5   5.0 GB: 4-of-5   4.7 GB: 5-of-5
AWQ QuantizationYes
Quantization Typeawq
Model ArchitectureMixtralForCausalLM
Context Length32768
Model Max Length32768
Transformers Version4.38.2
Tokenizer ClassLlamaTokenizer
Padding Token</s>
Vocabulary Size32002
Torch Data Typefloat16

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...kaLM Mixtral 8x7B V0.2 DPO AWQ32K / 24.7 GB60
...nstruct V0.1 AQLM 2Bit 1x16 Hf32K / 13.1 GB1719
Mixtral 8x7b AQLM 2Bit 1x16 Hf32K / 13.1 GB8223
...QLM 2Bit 1x16 Hf Test Dispatch32K / 13.1 GB1013
Mixtral Debug32K / 0 GB140
Mixtral Debug32K / 0 GB60
...Hermes 2 Mixtral 8x7B DPO GPTQ32K / 24.7 GB121
...x7B V0.1 OmniQuantv2 W4a16g12832K / 24.7 GB71
...uct V0.1 OmniQuantv1 W4a16g12832K / 24.7 GB51
Note: green Score (e.g. "73.2") means that the model is better than yentinglin/Taiwan-LLM-8x7B-DPO-awq.

Rank the Taiwan LLM 8x7B DPO AWQ 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 v20260328a