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Qwen2 72B Instruct Bnb 4bit by unsloth

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Qwen2 72B Instruct Bnb 4bit Benchmarks

LLME Score: 0.21487
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

Qwen2 72B Instruct Bnb 4bit Parameters and Internals

Model Type 
transformers
Additional Notes 
The model can be fine-tuned using Google Colab with Tesla T4 for different versions like Qwen2 7b, Qwen2 0.5b, and Qwen2 1.5b. This finetuning can be done faster and with less memory usage using Unsloth.
LLM NameQwen2 72B Instruct Bnb 4bit
Repository 🤗https://huggingface.co/unsloth/Qwen2-72B-Instruct-bnb-4bit 
Model Size72b
Required VRAM41.2 GB
Updated2024-11-21
Maintainerunsloth
Model Typeqwen2
Instruction-BasedYes
Model Files  6.9 GB: 1-of-6   7.0 GB: 2-of-6   6.9 GB: 3-of-6   6.9 GB: 4-of-6   7.0 GB: 5-of-6   6.5 GB: 6-of-6
Supported Languagesen
Quantization Type4bit
Model ArchitectureQwen2ForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.44.2
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size152064
Torch Data Typebfloat16
Errorsreplace
Qwen2 72B Instruct Bnb 4bit (unsloth/Qwen2-72B-Instruct-bnb-4bit)

Best Alternatives to Qwen2 72B Instruct Bnb 4bit

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Context / RAM
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ECE ILAB Q132K / 77.8 GB24750
Athene V2 Chat 4.65bpw H6 EXL232K / 44.3 GB293
Qwen2.5 72B Instruct Bnb 4bit32K / 41.4 GB22453
Qwen2.5 72B Instruct 4bit32K / 40.9 GB2183
Qwen2.5 72B Instruct 8bit32K / 77.1 GB1023
...struct Mix Calibration 4B EXL232K / 38.8 GB52
Qwen2 72B Instruct Bpw5.5 EXL232K / 51.8 GB51
Qwen2 72B Instruct 4bit32K / 40.9 GB202
...n2 72B Instruct 3.5bpw H6 EXL232K / 34.3 GB112
Qwen2 72B Instruct Bpw4 EXL232K / 38.7 GB60
Note: green Score (e.g. "73.2") means that the model is better than unsloth/Qwen2-72B-Instruct-bnb-4bit.

Rank the Qwen2 72B 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  
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Multi-Language Support and Translation  

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241110
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