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ZwZ2 32B by Daemontatox

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Model Card on HF 🤗: https://huggingface.co/Daemontatox/ZwZ2_32B 

ZwZ2 32B Benchmarks

LLME Score: 0.21401
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
ZwZ2 32B (Daemontatox/ZwZ2_32B)
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ZwZ2 32B Parameters and Internals

LLM NameZwZ2 32B
Repository 🤗https://huggingface.co/Daemontatox/ZwZ2_32B 
Base Model(s)  unsloth/deepseek-r1-distill-qwen-32b-bnb-4bit   unsloth/deepseek-r1-distill-qwen-32b-bnb-4bit
Model Size32b
Required VRAM65.8 GB
Updated2025-06-08
MaintainerDaemontatox
Model Typeqwen2
Model Files  4.9 GB: 1-of-14   4.9 GB: 2-of-14   4.9 GB: 3-of-14   4.9 GB: 4-of-14   4.9 GB: 5-of-14   4.9 GB: 6-of-14   4.9 GB: 7-of-14   4.9 GB: 8-of-14   4.9 GB: 9-of-14   4.9 GB: 10-of-14   4.9 GB: 11-of-14   4.9 GB: 12-of-14   4.9 GB: 13-of-14   2.1 GB: 14-of-14
Supported Languagesen
Quantization Type4bit
Model ArchitectureQwen2ForCausalLM
Licenseapache-2.0
Context Length131072
Model Max Length131072
Transformers Version4.43.1
Tokenizer ClassLlamaTokenizer
Padding Token<|vision_pad|>
Vocabulary Size152064
Torch Data Typebfloat16

Best Alternatives to ZwZ2 32B

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Context / RAM
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...k R1 Distill Qwen 32B Bnb 4bit128K / 19.2 GB29256824
QwQ 32B Unsloth Bnb 4bit128K / 22.5 GB512347
Hydraulic Deepseek 16bit128K / 65.8 GB510
QwQ 32B 4bit128K / 18.5 GB120037
...pSeek R1 Distill Qwen 32B 4bit128K / 18.5 GB210042
QwQ 32B 8bit128K / 34.9 GB115414
Qwen2.5 32B Bnb 4bit128K / 19.2 GB314083
QwQ 32B Bnb 4bit128K / 19.2 GB11884
...till Qwen 32B Unsloth Bnb 4bit128K / 35.6 GB130210
...ogito V1 Preview Qwen 32B 4bit128K / 18.5 GB585
Note: green Score (e.g. "73.2") means that the model is better than Daemontatox/ZwZ2_32B.

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124
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