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Qwen2 72B Instruct Bnb 4bit by unsloth

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Qwen2 72B Instruct Bnb 4bit Benchmarks

LLME Score: 0.26444
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

LLM NameQwen2 72B Instruct Bnb 4bit
Repository 🤗https://huggingface.co/unsloth/Qwen2-72B-Instruct-bnb-4bit 
Model Size72b
Required VRAM41.2 GB
Updated2024-09-07
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 Version4.41.2
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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ECE ILAB Q132K / 77.8 GB24630
Qwen2 72B Instruct 4bit32K / 40.9 GB482
...struct Mix Calibration 4B EXL232K / 38.8 GB42
Qwen2 72B Instruct Bpw5.5 EXL232K / 51.8 GB41
...n2 72B Instruct 4.0bpw H6 EXL232K / 38.6 GB121
Qwen2 72B Instruct Bpw4 EXL232K / 38.7 GB60
...n2 72B Instruct 3.5bpw H6 EXL232K / 34.3 GB72
...n2 72B Instruct 3.0bpw H6 EXL232K / 29.9 GB71
Qwen2 72B Instruct 8bit32K / 77.1 GB81
Qwen2 72B Instruct EXL2 8.0bpw32K / 65.6 GB51
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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024072803
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