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Qwen2.5 14B Instruct by Qwen

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  Arxiv:2309.00071   Arxiv:2407.10671   Autotrain compatible Base model:finetune:qwen/qwen2...   Base model:qwen/qwen2.5-14b   Chat   Conversational   En   Endpoints compatible   Instruct   Qwen2   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/Qwen/Qwen2.5-14B-Instruct 

Qwen2.5 14B Instruct Benchmarks

MMLU Pro: 43.38
GPQA: 9.62
MUSR: 10.16
BBH: 48.36
IFEval: 81.58 vs 88 (so35)-7.3%
LLME Score: 0.4886
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Qwen2.5 14B Instruct (Qwen/Qwen2.5-14B-Instruct)

Qwen2.5 14B Instruct Parameters and Internals

Model Type 
Causal Language Models
Supported Languages 
languages_supported (/- en ), proficiency (/multilingual support for over 29 languages, including Chinese, English, French, Spanish, Portuguese, German, Italian, Russian, Japanese, Korean, Vietnamese, Thai, Arabic, and more.)
Training Details 
Methodology:
Pretraining & Post-training
Context Length:
131072
Model Architecture:
transformers with RoPE, SwiGLU, RMSNorm, and Attention QKV bias
LLM NameQwen2.5 14B Instruct
Repository 🤗https://huggingface.co/Qwen/Qwen2.5-14B-Instruct 
Base Model(s)  Qwen/Qwen2.5-14B   Qwen/Qwen2.5-14B
Model Size14b
Required VRAM29.6 GB
Updated2024-12-21
MaintainerQwen
Model Typeqwen2
Instruction-BasedYes
Model Files  3.9 GB: 1-of-8   4.0 GB: 2-of-8   4.0 GB: 3-of-8   4.0 GB: 4-of-8   4.0 GB: 5-of-8   4.0 GB: 6-of-8   4.0 GB: 7-of-8   1.7 GB: 8-of-8
Supported Languagesen
Model ArchitectureQwen2ForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.43.1
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size152064
Torch Data Typebfloat16
Errorsreplace

Quantized Models of the Qwen2.5 14B Instruct

Model
Likes
Downloads
VRAM
RQwen V0.128129 GB
Qwen2.5 14B Instruct GPTQ Int4123320610 GB
Qwen2.5 14B Instruct AWQ122619110 GB
Qwen2.5 14B Instruct Bnb 4bit2119179 GB
Qwen2.5 14B Instruct GPTQ Int812584216 GB
Qwen2.5 14B Instruct GGUF11673 GB

Best Alternatives to Qwen2.5 14B Instruct

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Context / RAM
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Rombos LLM V2.6 Qwen 14B128K / 29.7 GB495747
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Fusion 14B Instruct128K / 29.7 GB521
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...wen2.5 14B Inst BaseMerge TIES128K / 29.7 GB352
...wen2.5 14B Inst BaseMerge TIES128K / 29.7 GB392
Tsunami 1.0 14B Instruct128K / 29.7 GB4070
Fusion2 14B Instruct128K / 29.7 GB291
Qwen2.6 14B Instruct128K / 29.7 GB251
Qwen Carpmuscle R V0.3128K / 29.7 GB381

Rank the Qwen2.5 14B Instruct 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 v20241217
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