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Qwen2.5 32B Instruct Bnb 4bit by unsloth

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  12643   
  Arxiv:2309.00071   4-bit   4bit   Autotrain compatible Base model:quantized:qwen/qwen... Base model:qwen/qwen2.5-32b-in...   Bitsandbytes   Conversational   En   Endpoints compatible   Instruct   Quantized   Qwen2   Region:us   Safetensors   Sharded   Tensorflow   Unsloth
Model Card on HF 🤗: https://huggingface.co/unsloth/Qwen2.5-32B-Instruct-bnb-4bit 

Qwen2.5 32B Instruct Bnb 4bit Benchmarks

LLME Score: 0.30675
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Qwen2.5 32B Instruct Bnb 4bit (unsloth/Qwen2.5-32B-Instruct-bnb-4bit)

Qwen2.5 32B Instruct Bnb 4bit Parameters and Internals

LLM NameQwen2.5 32B Instruct Bnb 4bit
Repository 🤗https://huggingface.co/unsloth/Qwen2.5-32B-Instruct-bnb-4bit 
Base Model(s)  Qwen/Qwen2.5-32B-Instruct   Qwen/Qwen2.5-32B-Instruct
Model Size32b
Required VRAM19.2 GB
Updated2024-12-21
Maintainerunsloth
Model Typeqwen2
Instruction-BasedYes
Model Files  4.9 GB: 1-of-4   5.0 GB: 2-of-4   5.0 GB: 3-of-4   4.3 GB: 4-of-4
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

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...wen2.5 Coder 32B Instruct 3bit32K / 14.3 GB1473
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...wen2.5 Coder 32B Instruct 8bit32K / 34.9 GB36937
...truct Gptqmodel 4bit Vortex V132K / 21.3 GB72112
Qwen2.5 32B Instruct 8bit32K / 34.9 GB892
...y Qwen2.5coder 32B V24.1q 200K195K / 65.8 GB301
...wen2.5 32B Inst BaseMerge TIES128K / 65.8 GB451
Franqwenstein 35B128K / 69.8 GB1077
EVA Qwen2.5 32B V0.2128K / 65.8 GB274043
Note: green Score (e.g. "73.2") means that the model is better than unsloth/Qwen2.5-32B-Instruct-bnb-4bit.

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241217
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