Qwen2.5 14B Instruct Bnb 4bit by unsloth

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Qwen2.5 14B Instruct Bnb 4bit Benchmarks

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 Bnb 4bit (unsloth/Qwen2.5-14B-Instruct-bnb-4bit)
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Qwen2.5 14B Instruct Bnb 4bit Parameters and Internals

Model Type 
Causal Language Models
Supported Languages 
en (Full), multi-languages (Multilingual support for over 29 languages)
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 Bnb 4bit
Repository ๐Ÿค—https://huggingface.co/unsloth/Qwen2.5-14B-Instruct-bnb-4bit 
Base Model(s)  Qwen/Qwen2.5-14B-Instruct   Qwen/Qwen2.5-14B-Instruct
Model Size14b
Required VRAM9.9 GB
Updated2025-07-07
Maintainerunsloth
Model Typeqwen2
Instruction-BasedYes
Model Files  5.0 GB: 1-of-2   4.9 GB: 2-of-2
Supported Languagesen
Quantization Type4bit
Model ArchitectureQwen2ForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.49.0.dev0
Tokenizer ClassQwen2Tokenizer
Padding Token<|vision_pad|>
Vocabulary Size152064
Torch Data Typebfloat16
Errorsreplace

Quantized Models of the Qwen2.5 14B Instruct Bnb 4bit

Model
Likes
Downloads
VRAM
Qwen Carpmuscle V0.4.10629 GB
Qwen Carpmuscle V0.411329 GB
Qwen Carpmuscle V0.201029 GB
Qwen Carpmuscle V0.101329 GB

Best Alternatives to Qwen2.5 14B Instruct Bnb 4bit

Best Alternatives
Context / RAM
Downloads
Likes
...en2.5 14B Instruct 1M Bnb 4bit986K / 9.9 GB10412
...B Instruct 1M Unsloth Bnb 4bit986K / 14.3 GB1524
Qwen2.5 14B Instruct 1M 8bit986K / 15.7 GB977
Qwen2.5 14B Instruct 1M 4bit986K / 8.3 GB442
...n2.5 Math 14B Instruct Preview32K / 29.7 GB841
Qwen Carpmuscle V0.4.132K / 29.7 GB60
...wen2.5 Math 14B Instruct Alpha32K / 29.7 GB592
Reasoning 1 1K Demo32K / 29.7 GB151
Sphinx2.032K / 29.7 GB130
RQwen V0.132K / 29.7 GB112
Note: green Score (e.g. "73.2") means that the model is better than unsloth/Qwen2.5-14B-Instruct-bnb-4bit.

Rank the Qwen2.5 14B Instruct Bnb 4bit 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