QwQ 32B Gptqmodel 4bit Vortex V1 is an open-source language model by ModelCloud. Features: 32b LLM, VRAM: 21.3GB, Context: 128K, License: apache-2.0, Quantized, LLM Explorer Score: 0.19.
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Model Card on HF 🤗: https://huggingface.co/ModelCloud/QwQ-32B-gptqmodel-4bit-vortex-v1
QwQ 32B Gptqmodel 4bit Vortex V1 Benchmarks
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
What is the LLM Explorer Rank (Score)
QwQ 32B Gptqmodel 4bit Vortex V1 Parameters and Internals
| LLM Name | QwQ 32B Gptqmodel 4bit Vortex V1 |
| Repository 🤗 | https://huggingface.co/ModelCloud/QwQ-32B-gptqmodel-4bit-vortex-v1 |
| Base Model(s) | |
| Model Size | 32b |
| Required VRAM | 21.3 GB |
| Updated | 2026-03-29 |
| Maintainer | ModelCloud |
| Model Type | qwen2 |
| Model Files | |
| Supported Languages | en |
| Quantization Type | 4bit |
| Model Architecture | Qwen2ForCausalLM |
| License | apache-2.0 |
| Context Length | 131072 |
| Model Max Length | 131072 |
| Transformers Version | 4.49.0 |
| Tokenizer Class | Qwen2TokenizerFast |
| Padding Token | <|fim_pad|> |
| Vocabulary Size | 152064 |
| Torch Data Type | bfloat16 |
| Errors | replace |
Best Alternatives to QwQ 32B Gptqmodel 4bit Vortex V1
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| ...k R1 Distill Qwen 32B Bnb 4bit | 128K / 19.2 GB | 7398 | 29 |
| Hydraulic Deepseek 16bit | 128K / 65.8 GB | 52 | 0 |
| QwQ 32B Unsloth Bnb 4bit | 128K / 22.5 GB | 741 | 47 |
| ...pSeek R1 Distill Qwen 32B 4bit | 128K / 18.5 GB | 1563 | 45 |
| ...till Qwen 32B Unsloth Bnb 4bit | 128K / 35.6 GB | 1172 | 10 |
| QwQ 32B 4bit | 128K / 18.5 GB | 242 | 37 |
| ...till Qwen 32B Abliterated 4bit | 128K / 18.5 GB | 549 | 6 |
| ...ogito V1 Preview Qwen 32B 4bit | 128K / 18.5 GB | 37 | 5 |
| ...T1 Flash Lightest 32B Mlx 4Bit | 128K / 18.5 GB | 151 | 8 |
| QwQ 32B 8bit | 128K / 34.9 GB | 80 | 14 |
Note: green Score (e.g. "73.2") means that the model is better than ModelCloud/QwQ-32B-gptqmodel-4bit-vortex-v1 .
Rank the QwQ 32B Gptqmodel 4bit Vortex V1 Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
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Release v20260328a