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QwQ 32B Preview 6bit by mlx-community

 »  All LLMs  »  mlx-community  »  QwQ 32B Preview 6bit   URL Share it on

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  6-bit   6bit   Autotrain compatible Base model:quantized:qwen/qwq-... Base model:qwen/qwq-32b-previe...   Chat   Conversational   En   Endpoints compatible   Mlx   Quantized   Qwen2   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/mlx-community/QwQ-32B-Preview-6bit 

QwQ 32B Preview 6bit Benchmarks

LMSys ELO: 1148 vs 1272 (so35)-9.7%
LLME Score: 0.38424
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
QwQ 32B Preview 6bit (mlx-community/QwQ-32B-Preview-6bit)

QwQ 32B Preview 6bit Parameters and Internals

LLM NameQwQ 32B Preview 6bit
Repository 🤗https://huggingface.co/mlx-community/QwQ-32B-Preview-6bit 
Base Model(s)  QwQ 32B Preview   Qwen/QwQ-32B-Preview
Model Size32b
Required VRAM26.7 GB
Updated2024-12-22
Maintainermlx-community
Model Typeqwen2
Model Files  5.3 GB: 1-of-6   5.3 GB: 2-of-6   5.3 GB: 3-of-6   5.3 GB: 4-of-6   4.9 GB: 5-of-6   0.6 GB: 6-of-6
Supported Languagesen
Quantization Type6bit
Model ArchitectureQwen2ForCausalLM
Licenseapache-2.0
Context Length32768
Model Max Length32768
Transformers Version4.43.1
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size152064
Torch Data Typebfloat16
Errorsreplace

Best Alternatives to QwQ 32B Preview 6bit

Best Alternatives
Context / RAM
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Qwen2.5 32B Bnb 4bit128K / 19.2 GB1474753
EVA Instruct 32B EXL2 4.0128K / 17.7 GB303
...eview Gptqmodel 4bit Vortex V232K / 15.8 GB9812
...wen2.5 Coder 32B Instruct 3bit32K / 14.3 GB1513
...eview Gptqmodel 4bit Vortex V132K / 16.1 GB113850
...wen2.5 Coder 32B Instruct 4bit32K / 18.5 GB1158087
...Q 32B Preview Unsloth Bnb 4bit32K / 25.3 GB102013
QwQ 32B Preview Bnb 4bit32K / 19.2 GB23142
...wen2.5 Coder 32B Instruct 8bit32K / 34.9 GB36857
Qwen2.5 32B Instruct Bnb 4bit32K / 19.2 GB125709
Note: green Score (e.g. "73.2") means that the model is better than mlx-community/QwQ-32B-Preview-6bit.

Rank the QwQ 32B Preview 6bit Capabilities

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