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Qwen2.5 14B Instruct Bnb 4bit by unsloth

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  11917   
  Arxiv:2309.00071   Arxiv:2407.10671   4-bit   4bit   Autotrain compatible Base model:quantized:qwen/qwen... Base model:qwen/qwen2.5-14b-in...   Bitsandbytes   Conversational   En   Endpoints compatible   Instruct   Quantized   Qwen2   Region:us   Safetensors   Sharded   Tensorflow   Unsloth
Model Card on HF 🤗: https://huggingface.co/unsloth/Qwen2.5-14B-Instruct-bnb-4bit 

Qwen2.5 14B Instruct Bnb 4bit Benchmarks

LLME Score: 0.30379
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)

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 🤗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
Updated2024-12-21
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 Version4.44.2
Tokenizer ClassQwen2Tokenizer
Padding Token<|PAD_TOKEN|>
Vocabulary Size152064
Torch Data Typebfloat16
Errorsreplace

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

Model
Likes
Downloads
VRAM
Qwen Carpmuscle V0.4125129 GB
Qwen Carpmuscle V0.202329 GB
Qwen Carpmuscle V0.102429 GB

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

Best Alternatives
Context / RAM
Downloads
Likes
Qwen Carpmuscle V0.432K / 29.7 GB2511
...n2.5 Math 14B Instruct Preview32K / 29.7 GB2330
RQwen V0.132K / 29.7 GB812
...wen2.5 Math 14B Instruct Alpha32K / 29.7 GB451
...wen2.5 Coder 14B Instruct 4bit32K / 8.3 GB606442
Qwen2.6 Math 14B Instruct32K / 29.7 GB241
Qwen Carpmuscle V0.232K / 29.7 GB230
Qwen Carpmuscle V0.132K / 29.7 GB240
....5 Coder 14B Instruct Bnb 4bit32K / 9.9 GB57240
Qwen2.5 14B Instruct 4bit32K / 8.3 GB153334
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 v20241217
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